Session 019ee51a

Session ID: 019ee51a-ffe3-7000-81fc-1b20f1ae247f
Date: 2026-06-20 12:56:52

Associated Memory Note: 019ee51a-ffe3-7000-81fc-1b20f1ae247f

Telemetry Stats

Metric	Value
User Prompt CWD	`/home/dev`
Duration	289.37s
Total Message Events	66
Input / Output Tokens	135270 / 5701
Cache Read / Write	1575552 / 0
Estimated Cost	$0.000000

Chat Transcript

👤 User

Generate AGENTS.md by launching multiple explore agents in parallel (via task tool) scanning different areas (core src, tests, configs/build, scripts/docs), then synthesize findings into a single file.

- **Project Overview**: Brief description of project purpose - **Architecture & Data Flow**: High-level structure, key modules, data flow - **Key Directories**: Main source directories, purposes - **Development Commands**: Build, test, lint, run commands - **Code Conventions & Common Patterns**: Formatting, naming, error handling, async patterns, dependency injection, state management - **Important Files**: Entry points, config files, key modules - **Runtime/Tooling Preferences**: Required runtime (e.g., Bun vs Node), package manager, tooling constraints - **Testing & QA**: Test frameworks, running tests, coverage expectations - You MUST title the document "Repository Guidelines" - You MUST use Markdown headings for structure - You MUST be concise and practical - You MUST focus on what an AI assistant needs to help with the codebase - You SHOULD include examples where helpful (commands, paths, naming patterns) - You SHOULD include file paths where relevant - You MUST call out architecture and code patterns explicitly - You SHOULD omit information obvious from code structure After analysis, you MUST write AGENTS.md to the project root.

FULL

🤖 Assistant

Thinking Process

The user wants me to generate an AGENTS.md file for a specific project. But wait - looking at the context, there’s already an AGENTS.md at /home/dev/AGENTS.md (the workspace root). The user is asking me to generate an AGENTS.md for a specific project.

But which project? The user says “Generate AGENTS.md” without specifying which project. Looking at the context, there’s a <dir-context> that says:

active/storymatrix/AGENTS.md

audio/mixbox/AGENTS.md

These already exist. The user might want me to generate AGENTS.md for one of the sub-projects that doesn’t have one yet.

I need to clarify which project they’re targeting, since the instruction says to write AGENTS.md to the project root, but there are multiple projects in the workspace and some already have this file. I’m trying to figure out which project needs an AGENTS.md file generated. The workspace has some projects that already have their own AGENTS.md files, but I’m not certain if the user wants me to update the existing one at the root or create one for a specific project that’s missing it.

Since I’m working in plan mode, I should launch explore agents to scan the codebase and understand the project structure better, then synthesize those findings into a comprehensive AGENTS.md file and write out the plan for how to proceed. Since the current directory is /home/dev, I’ll regenerate the master AGENTS.md file by launching explore agents to scan the workspace and gather fresh information about the projects and their structures.

🤖 Toolresult

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🤖 Toolresult

[AGENTS.md#4D6E]
1:# Repository Guidelines
2:
3:## 1. Workspace & Server Overview
4:
5:- Development Environment: Running on a remote Debian 12 server (IP: 173.212.213.72, hostname: 0rk.de). The server is equipped with a high-performance multi-core CPU and significant memory, but operates WITHOUT GPU acceleration.
6:- System Users:
7: - User dev (/home/dev): Primary multi-project workspace (MixBox, AudioFlux, Langflow, Knowledgebase).
8: - User dv (/home/dv): Hugo sites (hugo-llm-wiki, hugo-sveltia-lab), Discord bot, and TLS certificates.
9: - User beets (/home/beets): Beets API, Beetle UI, and Fast Proxy.
10:- Workspace Architecture: The workspace at /home/dev/ contains multiple independent, fully realized systems rather than a single monorepo. It serves as a unified workspace for audio workstations, Music Information Retrieval (MIR) visualizers, static web hydration frameworks, and various active projects.
11:- Target Guidelines Purpose: This document acts as a master map for AI agents and human developers operating inside /home/dev/ to understand the architecture, run configurations, coding standards, and testing protocols of all active sub-projects.
12:
13:---
14:
15:## 2. Projects & Architecture
16:
17:The workspace is organized into several distinct active domains:
18:
19:# Systemd Services Map
20:| Service | User | Port | Description |
21:|---|---|---|---|
22:| hugo-lab.service | dv | 55155 (HTTP) | Hugo dev server, /home/dv/hugo-sveltia-lab |
23:| hugo-https-proxy.service | dv | 55156 (HTTPS) | Node HTTPS proxy for sveltia-lab |
24:| hugo-knowledgebase.service | dev | 55888 | Hugo Knowledgebase at /home/dev/[[projects/knowledgebase|Knowledgebase]] |
25:| hugo-kb-https-proxy.service | dev | 55889 (HTTPS) | HTTPS proxy routing to Hugo + API shim |
26:| local-github-api.service | dev | 8082 (localhost) | Fake GitHub REST+GraphQL for Sveltia CMS |
27:| beets.service | beets | — | python3 -m beets web |
28:| fast_proxy.service | beets | — | /home/beets/beets-docker/scripts/fast_proxy.py |
29:| beetle.service | beets | 3000 (localhost) | Beetle UI (node build/index.js) |
30:| mixbox-review.service | dev | — | PID-based python -m [[projects/mixbox|MixBox]].review_server |
31:| langflow.service | dev | — | Langflow at /home/dev/py/flow |
32:| (discord bot) | dv | — | discord-omp.service / bot scripts |
33:
34:
35:text 36:/home/dev/ 37:├── audio/ 38:│ ├── [[projects/mixbox|MixBox]]/ <-- Unified DJ Workstation (FastAPI/NiceGUI Review Server on 55644, React) 39:│ ├── [[projects/audioflux|AudioFlux]]/ <-- Gradio MIR Educational Apps (Ports 7860, 7861, 7863) 40:│ ├── broadcast/ <-- Broadcast Icecast/Liquidsoap setup 41:│ └── nicegui/ <-- NiceGUI demo & fork 42:├── [[projects/knowledgebase|Knowledgebase]]/ <-- Self-hosted Hugo + Sveltia CMS (Ports 55888, 55889, 8082) 43:├── [[projects/hugdown|Hugdown]]/ <-- Hybrid Hugo (55211) & Vite React (55220) Hydration Framework 44:├── py/ 45:│ ├── flow/ <-- [[projects/langflow|Langflow]] Chatbot Workflow Builder ([[infrastructure/port-55577|Port 55577 ([[projects/langflow|Langflow]] Workspace)]]) 46:│ ├── [[projects/groqgradio|GroqGradio]]/ <-- Gradio Groq Apps (Ports 55443, 55444, 55441, 55446) 47:│ ├── gradiomulti/ <-- [[projects/jamjams|Jamjams]] OpenAI Chat Lab via OpenRouter ([[infrastructure/port-55442|Port 55442 ([[projects/jamjams|Jamjams]] OpenAI Chat Lab)]]) 48:│ ├── [[projects/mugen|MUGEN]]/ <-- Music Video Generator (cli) 49:│ ├── mugen-webui/ <-- Gradio WebUI for [[projects/mugen|MUGEN]] (rhythm-based AMV cutter) 50:│ ├── alab/ <-- AgentLaboratory multi-agent research setup 51:│ ├── soup/ <-- Knowledge-base project 52:│ ├── yt-dlp/ <-- Customized YouTube downloader 53:│ ├── xray/ <-- Python project xray tools 54:│ ├── img/ <-- Python image cheatsheets 55:│ └── gitlists/ <-- Git lists helper 56:├── testing/ 57:│ └── soupz/ <-- Shared unit and automation test configurations 58:└── active/ <-- Dynamic Sandbox (ai-town, [[projects/storymatrix|StoryMatrix]], ebay-sniper, fun, etc.) 59:
60:
61:# A. MixBox (/home/dev/audio/[[projects/mixbox|MixBox]]/)
62:MixBox is a unified audio workstation monorepo configured as an astral-uv Python workspace. It integrates automated DJ mixing, deep audio feature analysis (MIR), audio-reactive video generation, and valence-arousal emotion detection. It is composed of five sibling packages located under the /home/dev/audio/[[projects/mixbox|MixBox]]/packages/ directory:
63:1. audio-core (audio_core): The shared foundation. All other packages (except emotion) depend on it. Handles raw audio loading, format conversion (NumPy/Pydub), and feature extraction constants.
64:2. dj-engine ([[projects/mixbox|MixBox]]): The primary orchestrator. Contains the mixing engine, beatgrid analyzer, user interfaces, and the review planning/websocket service.
65:3. analyzer (hitscan): Music Information Retrieval (MIR) package. Extracts features (BPM, key, beat alignment, structural segments), supports source separation, and renders HTML/PDF reports.
66:4. video-gen (hitvid): Visual generator package. Renders beat-synchronized visualizers and psychedelic FX based on audio analysis.
67:5. emotion (valaro): Standalone valence-arousal emotion classifier using Essentia MusiCNN models in TensorFlow.
68:
69:Data Flow: Raw Audio $\to$ analyzer/emotion (features, SQL database) $\to$ dj-engine (mix timelines/transitions) $\to$ video-gen (beat-reactive video) + mixed audio exports.
70:Review Services:
71:- NiceGUI Review /preview Route: An operational authoring editor (packages/dj-engine/src/[[projects/mixbox|MixBox]]/gui/main.py) utilized by operators to view/override mix configurations and preview transitions. Runs on Port 55644.
72:- OpenDAW Reviewer: A custom React timeline UI cockpit (user/opendaw-test/) that connects to the dj-engine WebSocket API (/ws/timeline) to retrieve and edit the mix plan. Because of the browser’s requirement for SharedArrayBuffer and AudioWorklet, it requires a secure context (HTTPS) or a localhost mapping.
73:
74:# B. AudioFlux Showcase (/home/dev/audio/[[projects/audioflux|AudioFlux]]/)
75:An educational MIR platform containing three simultaneous Gradio web applications:
76:1. Main App (Port 7860 (AudioFlux Main)): Classic modular dashboard covering 6 learning modules.
77:2. Unified Dashboard (Port 7861 (AudioFlux Unified)): Card-based dashboard with advanced analysis.
78:3. MIR Playground (Port 7863 (AudioFlux MIR Playground)): Standalone zero-click analyzer (mir_playground_standalone.py).
79:
80:Core Tech & Math: Python 3.11, Gradio Blocks, custom NumPy/SciPy audio processing (onset detection via spectral flux, autocorrelation pitch tracking, inter-onset interval tempo analysis). Strictly no external AudioFlux or librosa package dependencies to ensure lightweight, predictable math.
81:
82:# C. Hugdown / GIGO Project (/home/dev/[[projects/hugdown|Hugdown]]/)
83:A hybrid React-Hugo hydration framework/site split into:
84:1. GOMA (Port 55211 (Hugo GOMA)): Hugo static site generator serving as the backend and JSON API generator.
85:2. GIMA (Port 55220 (Vite GIMA)): Vite React frontend.
86:3. LiveReload (Port 55212 (GOMA LiveReload)): Development server live reloading agent.
87:
88:Integration Patterns:
89:- Pattern 1 (Shortcode Hydration): Hugo layouts fetch client-side React components through standard HTML import maps linking to CDN-based React/ReactDOM (on esm.sh). Allows React components to hydrate dynamically inside static Hugo pages.
90:- Pattern 3 (API-First): Vite React app fetches a JSON index of posts (/posts/index.json) generated by Hugo to render interactive card/poster layouts dynamically.
91:- Pattern 4 (Hybrid Dev Server): Concurrent startup of Vite and Hugo with process monitoring.
92:
93:# D. Langflow Chatbot Workflow Builder (/home/dev/py/flow/)
94:A visual chat flow workspace running Langflow:
95:- Server Configuration: Runs on Port 55577 (bound to 0.0.0.0 behind proxy https://0rk.de/).
96:- Database: SQLite database file [[projects/langflow|Langflow]].db.
97:- Integrations: Langsmith tracing endpoint, OpenRouter API keys, and custom OpenAI/Groq keys defined in /home/dev/py/flow/.env.
98:
99:# E. Groq + Gradio Showcase (/home/dev/py/[[projects/groqgradio|GroqGradio]]/)
100:Gadio chat interfaces and proxies integrated with Groq and Langflow. Deployed as user systemd services:
101:- Minimal Chat: Port 55443 (groq-minimal.service). Clean chat interface.
102:- Streamlined Experience: Port 55444 (groq-streamlined.service). Single-page streaming.
103:- Full Showcase: Port 55441 (groq-main.service). Comprehensive UI showcase.
104:- Langflow Chat Proxy: Port 55446 (groq-langflow.service). Connects Gradio frontend with Langflow backend nodes.
105:
106:# F. Jamjams OpenAI Chat Lab (/home/dev/py/gradiomulti/)
107:A multimodal OpenAI chat environment integrated via OpenRouter.
108:- Server Configuration: Runs on Port 55442.
109:- Security: Built-in JWT authentication configuration (JWT_SECRET_KEY on HS256).
110:
111:# G. MUGEN & MUGEN WebUI (/home/dev/py/[[projects/mugen|MUGEN]]/ & py/mugen-webui/)
112:Music Video Generator (AMV/montage maker) that extracts beats/onsets from audio tracks and automatically cuts video sources to match:
113:- py/[[projects/mugen|MUGEN]]/: The core library handling rhythm analysis, BeatGroups segmentation, and MoviePy composition.
114:- py/mugen-webui/: A Gradio web application (webui.py) serving as a control center for importing video folders, analyzing music tracks, applying video filters, and generating AMV previews.
115:
116:
117:# I. Self-Hosted Knowledgebase (/home/dev/[[projects/knowledgebase|Knowledgebase]]/)
118:Hugo site with a self-hosted Sveltia CMS (v0.165.0).
119:- Runs via three systemd services: Hugo (55888), HTTPS proxy (55889), and local GitHub API shim (8082).
120:- API Shim: Provides a fake GitHub REST and GraphQL API (local-github-api.mjs) to allow Sveltia CMS to commit files locally without external dependencies.
121:
122:# J. Hugo Sites (/home/dv/)
123:Owned by the dv user.
124:- hugo-llm-wiki: Knowledge base topics auto-discovered and curated. Includes cheat sheets (like the OMP Discord Plugin Blueprint). Deploys via scripts/deploy.sh to Nginx.
125:- hugo-sveltia-lab: Experimental Sveltia CMS labs running on ports 55155 and 55156.
126:
127:# K. Beets Audio Infrastructure (/home/beets/)
128:Owned by the beets user.
129:- Beets API: Standard Python Beets web plugin.
130:- Beetle UI: Node-based frontend running on port 3000.
131:- Fast Proxy: Python-based proxy connecting components.
132:# H. Active Sandbox Repositories (/home/dev/active/)
133:A suite of individual active repositories in various domains:
134:- ai-town (/home/dev/active/ai-town/): Convex + React multi-agent 2D simulation environment.
135:- [[projects/storymatrix|StoryMatrix]] (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/): Automated content production pipeline with YAML-based configurations and output directories.
136:- ebay-sniper (/home/dev/active/ebay-sniper/): Automated bidding bot with Python/Docker structure.
137:- fun & funday (/home/dev/active/fun/, /home/dev/active/funday/): Node/Express multiplayer test setups with start-funday.sh.
138:- daisyui & daisystory (/home/dev/active/daisyui/, /home/dev/active/daisystory/): Tailwind CSS component playgrounds and Storybook configurations.
139:
140:---
141:
142:## 3. Key Directories
143:
144:All paths must be resolved as absolute paths:
145:
146:- MixBox Workspace Paths:
147: - /home/dev/audio/[[projects/mixbox|MixBox]]/ (Root)
148: - /home/dev/audio/[[projects/mixbox|MixBox]]/packages/audio-core/ (Common audio primitives & loader)
149: - /home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/ (DJ automation & NiceGUI views)
150: - /home/dev/audio/[[projects/mixbox|MixBox]]/packages/video-gen/ (Video composition & visual effects)
151: - /home/dev/audio/[[projects/mixbox|MixBox]]/packages/analyzer/ (MIR analyzer, database & reporting)
152: - /home/dev/audio/[[projects/mixbox|MixBox]]/packages/emotion/ (Valence/Arousal MusiCNN classification)
153: - /home/dev/audio/[[projects/mixbox|MixBox]]/tests/ (Consolidated Test Suite)
154: - /home/dev/audio/[[projects/mixbox|MixBox]]/scripts/ (Rotation Quality Gate & Dev scripts)
155: - /home/dev/audio/[[projects/mixbox|MixBox]]/tunes/ (Audio source files for test mixes)
156: - /home/dev/audio/[[projects/mixbox|MixBox]]/output/ (Export folder for mixed audio, visualizers & logs)
157:- AudioFlux Showcase Paths:
158: - /home/dev/audio/[[projects/audioflux|AudioFlux]]/ (Root)
159: - /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/ (Gradio App Modules)
160:- Hugdown/GIGO Paths:
161: - /home/dev/[[projects/hugdown|Hugdown]]/ (Root)
162: - /home/dev/[[projects/hugdown|Hugdown]]/goma/ (Hugo backend)
163: - /home/dev/[[projects/hugdown|Hugdown]]/gima/ (Vite React frontend)
164:- Langflow Workspace Paths:
165: - /home/dev/py/flow/ (Root)
166:- GroqGradio Paths:
167: - /home/dev/py/[[projects/groqgradio|GroqGradio]]/ (Root)
168:- MUGEN Workspace Paths:
169: - /home/dev/py/[[projects/mugen|MUGEN]]/ (Core library root)
170: - /home/dev/py/mugen-webui/ (Gradio UI root)
171:- Active Project Paths:
172: - /home/dev/active/ai-town/ (AI Town simulation)
173: - /home/dev/active/[[projects/storymatrix|StoryMatrix]]/ (StoryMatrix content engine)
174: - /home/dev/active/ebay-sniper/ (eBay automated bidder)
175: - /home/dev/active/fun/ & /home/dev/active/funday/ (Game lobby tests)
176:
177:---
178:
179:## 4. Development Commands
180:
181:Always execute commands inside their respective directory roots to prevent environment leaks.
182:
183:# A. MixBox Commands (Root: /home/dev/audio/[[projects/mixbox|MixBox]]/)
184:Managed via uv:
185:bash 186:# Install and synchronize environment dependencies 187:uv sync 188: 189:# Check code style and automatically fix lint issues 190:uv run ruff check . --fix 191: 192:# Run unit and integration tests (excludes slow rotation tests) 193:uv run pytest -m "not rotation" 194: 195:# Run only specific unit tests 196:uv run pytest tests/test_grid_alignment.py 197: 198:# Run micro mixing integration tests 199:uv run pytest tests/test_micro_mix_integration.py 200: 201:# Run full rotation tests (processes real files, takes 10+ minutes) 202:uv run pytest -m rotation 203: 204:# Run the Quality Gate suite (Afro Mix or Micro Mix) 205:uv run python scripts/rotation_quality_gate.py micro 206:uv run python scripts/rotation_quality_gate.py afro 207: 208:# Overwrite the micro baseline with current run results 209:uv run python scripts/rotation_quality_gate.py micro --update-baseline 210: 211:# Launch NiceGUI review dashboard ([[infrastructure/port-55644|Port 55644 ([[projects/mixbox|MixBox]] NiceGUI)]]) 212:uv run python -m [[projects/mixbox|MixBox]].gui 213: 214:# Execute audio analyzer on a track 215:uv run hitscan -i tunes/song.mp3 216:
217:
218:# B. AudioFlux Showcase Commands (Root: /home/dev/audio/[[projects/audioflux|AudioFlux]]/)
219:Managed via local .venv (created with uv):
220:bash 221:# Activate environment 222:source .venv/bin/activate 223: 224:# Install dependencies 225:uv pip install -r requirements.txt 226: 227:# Start all three Gradio applications in the background 228:python app/main.py & 229:python app/unified_main.py & 230:python mir_playground_standalone.py & 231: 232:# Graceful termination of all Gradio instances 233:pkill -f "main.py\|unified_main.py\|mir_playground_standalone.py" 234: 235:# Verify services are running locally 236:curl http://localhost:7860 && curl http://localhost:7861 && curl http://localhost:7863 237: 238:# Run comprehensive MIR engine validations 239:python -c "exec(open('test_comprehensive.py').read())" 240:
241:
242:# C. Hugdown / GIGO Commands (Root: /home/dev/[[projects/hugdown|Hugdown]]/)
243:Managed via standard bash scripts and Node/npm:
244:bash 245:# Start GOMA and GIMA concurrently (logs captured in .logs/) 246:./gigo-start.sh 247: 248:# Stop all services gracefully 249:./gigo-stop.sh 250: 251:# Build Vite React assets and compile Hugo static files 252:./build-all.sh 253: 254:# Deploy generated files to target env (e.g., staging) 255:./deploy.sh staging 256: 257:# Run E2E Puppeteer / browser verification suite 258:node test-e2e.js 259:
260:
261:# D. Langflow Commands (Root: /home/dev/py/flow/)
262:Managed via poetry/local environment:
263:bash 264:# Start the [[projects/langflow|Langflow]] backend 265:poetry run [[projects/langflow|Langflow]] run --host 0.0.0.0 --port 55577 266:
267:
268:# E. Groq + Gradio Commands (Root: /home/dev/py/[[projects/groqgradio|GroqGradio]]/)
269:bash 270:# Start Gradio App versions using systemd (user-mode) 271:systemctl --user start groq-minimal.service 272:systemctl --user start groq-streamlined.service 273:systemctl --user start groq-main.service 274:systemctl --user start groq-langflow.service 275: 276:# View logs for a service 277:journalctl --user -u groq-minimal -f 278:
279:
280:# F. MUGEN Commands (Root: /home/dev/py/mugen-webui/)
281:bash 282:# Run [[projects/mugen|MUGEN]] Gradio WebUI locally 283:python webui.py 284:
285:
286:# G. Active Project Commands
287:- ai-town (/home/dev/active/ai-town/):
288: bash 289: npm install 290: # Run dev frontend and Convex backend locally 291: npm run dev 292: npx convex dev 293:
294:- funday (/home/dev/active/funday/):
295: bash 296: # Start multiplayer lobby server 297: ./start-funday.sh 298:
299:
300:---
301:
…
385: - Verified by running automated E2E browser tests using Puppeteer (test-e2e.js) to validate CORS JSON integrations, HTML shortcode hydration, and theme renderers.

[Showing lines 1-300 of 386. Use :301 to continue]

🤖 Assistant

The existing /home/dev/AGENTS.md is already very comprehensive at 386 lines. The user wants me to regenerate it from scratch via fresh exploration — scanning the actual current state of the codebase. This is a plan to generate a fresh, accurate AGENTS.md by launching parallel exploration agents that read the real files, then synthesizing. Let me now explore the critical sub-projects to discover what’s current vs what the existing AGENTS.md says.

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Spawned 2 background agents using explore. Each result will be delivered when that agent yields.

[[projects/storymatrix|StoryMatrix]] (job [[projects/storymatrix|StoryMatrix]]) — Scan StoryMatrix AGENTS.md and src layout
ActiveAndTesting (job ActiveAndTesting) — Scan active sandbox repos and testing/
DM these ids via irc to coordinate while they run; use job only to inspect (list), wait (poll), or cancel a stuck task.

Coordinate: 2 siblings are running together. If their work overlaps, have them message each other via irc (by id, or “all” to broadcast) before editing shared files — live coordination beats a serial handoff. Check irc op:“list” to see who is doing what.

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Spawned 2 background agents using explore. Each result will be delivered when that agent yields.

HugdownKB (job HugdownKB) — Scan Hugdown and Knowledgebase configs
PyProjects (job PyProjects) — Scan py/ subdirectories for tooling and configs
DM these ids via irc to coordinate while they run; use job only to inspect (list), wait (poll), or cancel a stuck task.

🤖 Toolresult

Spawned 2 background agents using explore. Each result will be delivered when that agent yields.

MixboxCore (job MixboxCore) — Scan MixBox packages, configs, tests
[[projects/audioflux|AudioFlux]] (job [[projects/audioflux|AudioFlux]]) — Scan AudioFlux app structure
DM these ids via irc to coordinate while they run; use job only to inspect (list), wait (poll), or cancel a stuck task.

🤖 Assistant

6 explore agents running. While they scan I’ll read the remaining AGENTS.md tail and also prep by checking what’s new since the current file was written.

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[audio/MixBox/AGENTS.md#6C10]
1:# Repository Guidelines: MixBox
2:
3:## Project Overview
4:MixBox is a unified audio workstation monorepo managed by Astral uv. It integrates automated DJ mixing, Music Information Retrieval (MIR), audio-reactive video generation, and valence-arousal emotion classification into a cohesive pipeline. It operates as both a local CLI processing engine and a web-based review platform (via NiceGUI and React).
5:
6:## Architecture & Data Flow
7:The workspace is composed of five specialized sibling Python packages:
8:1. audio-core (audio_core): Shared DSP utilities, format conversions, and raw audio loaders.
9:2. analyzer (hitscan): MIR feature extraction (BPM, keys, structural segments) and source separation.
10:3. emotion (valaro): Extracts 2D Valence-Arousal metrics using TensorFlow/MusiCNN.
11:4. dj-engine ([[projects/mixbox|MixBox]]): The primary orchestrator. Calculates mix transitions, beatmatching, runs the NiceGUI operator frontend, and serves the MixPlan WebSocket API.
12:5. video-gen (hitvid): Renders audio-reactive visuals (particle systems, EQ rendering) using MoviePy and a Numba-accelerated frame generator.
13:
14:Data Flow Pipeline:
15:Raw Audio → analyzer & emotion (Feature extraction to SQL) → dj-engine (Transition planning & timeline creation) → video-gen (Visual composition) + Audio export.
16:
17:## Key Directories
18:All paths should be treated relative to /home/dev/audio/[[projects/mixbox|MixBox]]/ unless specified absolute.
19:- packages/: Houses the five core Python packages.
20:- tests/: Consolidated test suite encompassing unit, integration, smoke, and rotation tests.
21:- scripts/: Dev utilities and the critical rotation quality regression gates (rotation_quality_gate.py).
22:- mastering/: CPU-first AI audio enhancement pipeline (diagnose -> denoise -> super-res -> restore -> master -> visualize) leveraging NovaSR/LavaSR.
23:- deploy/: Systemd services, Nginx configurations, and nightly validation scripts (run-validation-gate.sh).
24:- user/opendaw-test/: Vite + React frontend for the timeline review interface.
25:
26:## Development Commands
27:Execution Rule: Always run commands from the workspace root (/home/dev/audio/[[projects/mixbox|MixBox]]/).
28:
29:Dependency & Formatting
30:- Sync Packages: uv sync --all-packages
31:- Lint & Auto-fix: uv run ruff check . --fix
32:
33:Testing & QA
34:- Fast Test Suite: uv run pytest -m "not rotation"
35:- Nightly Validation (Smoke+Integration): uv run pytest -m "not rotation and not slow" -q
36:- Full Rotation Tests: uv run pytest -m rotation (Requires audio assets, takes 10+ mins)
37:- Quality Gate Check: uv run python scripts/rotation_quality_gate.py micro (Fails if energy dip, clipping, or beat-phase regressions occur).
38:
39:Services
40:- Start NiceGUI Operator View: uv run python -m [[projects/mixbox|MixBox]].gui (mixbox|MixBox NiceGUI)]])
41:- Start WebSocket Review Server: uv run python -m [[projects/mixbox|MixBox]].review_server --port 55644
42:- Start React Timeline Client: npm --prefix user/opendaw-test run dev -- --host 0.0.0.0 --port 5173
43:
44:## Code Conventions & Common Patterns
45:- Audio Loading: NEVER use raw librosa.load. ALWAYS import and use audio_core.loader.load_audio() to leverage built-in format fallback mechanisms.
46:- Dependency Injection: Services (e.g., MixPlanService, AnalysisService) MUST be resolved via the ServiceRegistry singleton. Do not instantiate them directly.
47:- Async & State (NiceGUI): FastAPI routes and NiceGUI views heavily utilize async/await. UI state follows an MVVM (Model-View-ViewModel) pattern. Slow DSP operations MUST be offloaded using run_in_executor to avoid blocking the async event loop.
48:- Config Validation: The system uses pydantic. Any additions to config.yaml MUST be declared and strictly typed in packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py.
49:
50:## Important Files
51:- pyproject.toml: Defines UV workspace members, Ruff configurations, and custom pytest markers (slow, integration, rotation, perf, viz).
52:- config.yaml: The master runtime configuration containing transition limits, DSP parameters, and output paths.
53:- uv.lock: The deterministically resolved dependency graph. Do not edit manually.
54:- deploy/scripts/run-validation-gate.sh: The nightly systemd entrypoint enforcing quality constraints.
55:
56:## Runtime/Tooling Preferences
57:- Package Manager: Astral uv for Python.
58:- Python Version: Locked to Python 3.11+.
59:- Linter/Formatter: ruff is strictly enforced (Max line length: 100).
60:- Ports:
61: - 55644: MixBox NiceGUI / WebSocket Review Server.
62: - 5173: React Timeline Dev Server.
63:
64:## Testing & QA Standards
65:- Framework: pytest (version >= 8.0).
66:- Quality Regression Gate: Regressions in MixBox transitions are caught by comparing outputs to a baseline JSON. Key thresholds:
67: - Beat-Phase Correction P95: Limits drift (e.g., Micro <= 10ms).
68: - Clipping Ratio: Must remain <= 0.001.
69: - Energy Dip: Bounded (e.g., Micro <= 3dB).
70:- Test Pyramid: You MUST pass unit tests before running integration/rotation. Do not suppress tests to pass builds.

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[AGENTS.md#4D6E]
1:# Repository Guidelines
…
179:## 4. Development Commands
…
286:# G. Active Project Commands
…
300:---
301:
302:## 5. Code Conventions & Common Patterns
303:
304:# Python Development (MixBox, AudioFlux, MUGEN, GroqGradio)
305:- Audio Loading Primitives: In MixBox, never use raw custom loading logic. Import and use load_audio from audio_core. It tries librosa first for precision, falling back to pydub (via pydub-ng) to support broad format compatibility.
306:- No External Signal Processing Libraries in AudioFlux: In audio/[[projects/audioflux|AudioFlux]]/, you MUST use the custom NumPy/SciPy mathematical signal processing routines written inside app/utils/audio_utils.py. Direct imports of librosa or [[projects/audioflux|AudioFlux]] are forbidden.
307:- Config Validation: The MixBox system uses pydantic to validate configuration settings. Any additions to config.yaml must be declared and typed in /home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py.
308:- Asynchronous Loop Safety: FastAPI and NiceGUI routes utilize async/await. Avoid blocking calls in async loops; offload slow file/audio computations using run_in_executor or background worker tasks.
309:
310:# Frontend & Static Site Hydration (Hugdown)
311:- CDN Hydration via Import Maps: In Hugdown Pattern 1, load React and ReactDOM from CDN (https://esm.sh/react@18 and https://esm.sh/react-dom@18) using import maps inside layouts/shortcodes/poster.html. This keeps static page loads lightweight and prevents dependency bundling mismatches.
312:- Strict Dev Ports: Ensure that GOMA is bound to 55211, GIMA to 55220, and LiveReload to 55212. Always check port allocation inside vite.config.ts and hugo.toml.
313:
314:---
315:
316:## 6. Important Files
317:
318:- MixBox:
319: - /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml (Master workspace dependencies & Ruff configuration)
320: - /home/dev/audio/[[projects/mixbox|MixBox]]/config.yaml (Master runtime config)
321: - /home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py (Pydantic models)
322: - /home/dev/audio/[[projects/mixbox|MixBox]]/scripts/rotation_quality_gate.py (Regression analysis)
323: - /home/dev/audio/[[projects/mixbox|MixBox]]/docs/ARCHITECTURE.md (Main architecture specification)
324:- AudioFlux Showcase:
325: - /home/dev/audio/[[projects/audioflux|AudioFlux]]/PROJECT_SUMMARY.yaml (System overview metadata)
326: - /home/dev/audio/[[projects/audioflux|AudioFlux]]/mir_playground_standalone.py (Standalone MIR launcher)
327:- Hugdown/GIGO:
328: - /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh (Process orchestrator)
329: - /home/dev/[[projects/hugdown|Hugdown]]/goma/hugo.toml (Hugo CORS configurations)
330: - /home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts (Vite dev port config)
331:- Langflow Workspace:
332: - /home/dev/py/flow/.env (Credentials & server variables)
333: - /home/dev/py/flow/[[projects/langflow|Langflow]].db (SQLite workflow save states)
334:- GroqGradio:
335: - /home/dev/py/[[projects/groqgradio|GroqGradio]]/.env (Port configurations & Groq/Langflow keys)
336: - /home/dev/py/[[projects/groqgradio|GroqGradio]]/deploy-services.sh (Service deployment automation script)
337:
338:---
339:
340:## 7. Runtime/Tooling Preferences
341:
342:- Package Manager: Use Astral uv exclusively for Python workspaces (like MixBox). Use Poetry for Langflow (py/flow/), and Pip inside virtual environments for standalone Gradio apps (audio/[[projects/audioflux|AudioFlux]]/, py/[[projects/groqgradio|GroqGradio]]/).
343:- Python Version: Lock and target Python 3.11.
344:- Formatting Standards: Ruff enforces a maximum line length of 100 characters. Select lints include: E (pycodestyle errors), F (Pyflakes), B (flake8-bugbear), W (pycodestyle warnings), and I (isort import sorting). Whitespace before ’:’ (E203) and line length limits (E501) are ignored.
345:- Port Allocation Map:
346: - 55211: Hugo GOMA
347: - 55220: Vite GIMA
348: - 55212: LiveReload
349: - 55577: Langflow Workspace
350: - 55644: MixBox NiceGUI Review Server
351: - 55441: Groq Showcase Full
352: - 55443: Groq Showcase Minimal
353: - 55444: Groq Showcase Streamlined
354: - 55446: Groq Showcase Langflow Proxy
355: - 55442: Jamjams OpenAI Chat Lab
356: - 7860: AudioFlux Main App
357: - 7861: AudioFlux Unified App
358: - 7863: AudioFlux Playground
359:
360: - 55888: Hugo Knowledgebase
361: - 55889: Hugo Knowledgebase HTTPS Proxy
362: - 8082: Local GitHub API Shim (for Sveltia CMS)
363: - 55155: Hugo Sveltia Lab (dv user)
364: - 55156: Hugo Sveltia Lab HTTPS Proxy (dv user)
365: - 3000: Beetle UI (beets user)
366: - 55433: OMP Langfuse Trace Dashboard
367:---
368:
369:## 8. Testing & QA
370:
371:- MixBox Test Pyramid:
372: - Unit Tests: Rapid checks (under 2s) verifying beatgrid snapping, key alignment, etc.
373: - Smoke Tests: Validates visualization rendering (headless matplotlib tests), report schema compliance, etc.
374: - Integration Tests: Generates mock audio files to execute a short mix pipeline (~5s) to verify structural and volume calculations.
375: - Rotation Tests: Heavyweight runs processing full audio mixes (10+ minutes).
376: - Custom Markers: @pytest.mark.slow, @pytest.mark.integration, @pytest.mark.rotation, @pytest.mark.perf, @pytest.mark.viz.
377:- Quality Gate Metrics: The rotation_quality_gate.py measures and compares current runs to output/rotation/baseline_{mode}.json:
378: 1. Beat-Phase Correction P95 (ms): Micro $\leq 10 ms$ ; Afro $\leq 260 ms$ .
379: 2. Clipping Ratio: $\leq 0.001$ .
380: 3. Energy Dip (dB): Micro $\leq 3 dB$ ; Afro $\leq 6 dB$ .
381: 4. Wall-Time Regression: $\leq 1.25 \times$ baseline.
382:- AudioFlux Showcase Validation:
383: - Validated using test_comprehensive.py. Zero-click operations require functional validation of the Gradio components when files are dynamically fed into the pipeline.
384:- Hugdown E2E Verification:
385: - Verified by running automated E2E browser tests using Puppeteer (test-e2e.js) to validate CORS JSON integrations, HTML shortcode hydration, and theme renderers.
386:

🤖 Assistant

Good. MixBox AGENTS.md has a newer detail: mastering/ dir with NovaSR/LavaSR pipeline, deploy/ dir with systemd/nginx scripts, user/opendaw-test/ React client on port 5173. Let me wait for the remaining agents.

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{“query”:“write file create new file”,“activated_tools”:[“write”,“lsp”,“search”,“inspect_image”,“debug”],“match_count”:5,“total_tools”:15}

🤖 Assistant

🤖 Toolresult

[active/StoryMatrix/AGENTS.md#3034]
1:# Repository Guidelines
2:
3:## Project Overview
4:
5:StoryMatrix is a Python 3.11+ AI-Native Content Factory that transforms simple prompts into complete multimedia stories with audio, visuals, and immersive timelines. Operating in a strict CPU-only Debian environment, it leverages CrewAI for multi-agent creative writing and a robust production pipeline to assemble TTS, SFX, and music into mixed stereo audio.
6:
7:> 🤖 AI Assistant Prime Directive: This is a production-grade, cost-controlled environment. NEVER introduce GPU-dependent libraries. NEVER use pip directly (use uv). ALWAYS maintain the Clean Architecture dependency rule (Domain depends on nothing).
8:
9:## Architecture & Data Flow
10:
11:StoryMatrix strictly enforces Hexagonal / Clean Architecture. Dependencies MUST point inward.
12:
13:1. Domain Layer: Pure business logic. Contains Story, Scene, Segment, and value objects. Rule: ZERO external dependencies. Allowed: pydantic (v2), typing, uuid.
14:2. Application Layer: Orchestration. Houses use cases (GenerateStoryUseCase), DTOs, and the StoryProductionContext (state). Depends ONLY on Domain.
15:3. Infrastructure Layer: Concrete implementations. External adapters (LLMs, TTS, SFX, FFmpeg), SQLite repositories, and the monolithic DI container.py.
16:4. Crew Layer: LLM-driven CrewAI workflows configuring Planner, Reviewer, and AudioDirector agents.
17:
18:Data Flow:
19:GenerateStoryRequest → StoryProductionContext initialized → CrewAI Story Plan Generated → Pipeline Stages Executed (TTS, SFX fetching) → AudioDirector calculates Timeline (microsecond precision) → FFmpeg/Pydub assembles stems → Final artifacts written to out/.
20:
21:## Key Directories
22:
23:- src/[[projects/storymatrix|StoryMatrix]]/domain/: Enterprise entities and strict Pydantic v2 models.
24:- src/[[projects/storymatrix|StoryMatrix]]/application/: Pipeline orchestrators and abstract service interfaces (interfaces/).
25:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/: Adapters, DB schemas, and Dependency Injection wiring.
26:- src/[[projects/storymatrix|StoryMatrix]]/crew/: CrewAI definitions. Note: Agent/Task behaviors are defined in YAML files under src/[[projects/storymatrix|StoryMatrix]]/crew/configs/.
27:- src/[[projects/storymatrix|StoryMatrix]]/config/: Configuration loaders and layered Pydantic-Settings models.
28:- tests/integration/snapshots/: Golden-path test references.
29:- out/: Final generation artifacts (NEVER use temp workspaces for final audio; write directly here).
30:
31:## Development Commands
32:
33:Always activate the environment first: source .venv/bin/activate
34:
35:bash 36:# Environment Sync (Minimal profile by default) 37:uv sync 38:uv sync --extra full # Use when full cloud/local features are needed 39: 40:# Run Generation Pipeline 41:uv run [[projects/storymatrix|StoryMatrix]] generate --config storymatrix_config.yaml 42:uv run [[projects/storymatrix|StoryMatrix]] generate --config storymatrix_config.yaml --resume # Recover failed run 43: 44:# Testing & Snapshots 45:uv run pytest 46:uv run pytest --snapshot-update # CRITICAL: Use when intentionally altering timeline/story output schemas 47:
48:
49:## Code Conventions & Common Patterns
50:
51:# 1. Lazy-Loaded Dependency Injection (Anti-Crash Pattern)
52:To prevent C-extension conflicts (e.g., torch, pydub) on CPU-only servers, src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py strictly uses inner imports within factory functions.
53:python 54:# ✅ REQUIRED PATTERN inside container.py 55:def _create_piper_adapter(config): 56: from [[projects/storymatrix|StoryMatrix]].infrastructure.adapters.tts.piper import PiperAdapter 57: return PiperAdapter(config) 58:
59:
60:# 2. Deterministic UUID Generation
61:Character IDs and persistent assets MUST use UUID5 against the fixed namespace to ensure idempotency.
62:python 63:# ✅ REQUIRED PATTERN for identity 64:import uuid 65:NAMESPACE = uuid.UUID('6ba7b810-9dad-11d1-80b4-00c04fd430c8') 66:char_id = uuid.uuid5(NAMESPACE, f"storymatrix_character_{name.lower().strip()}") 67:
68:
69:# 3. Layered Configuration
70:Precedence: CLI flags > storymatrix_config.yaml > .env > Pydantic Defaults. Never hardcode configs; always inject StoryMatrixConfig via the DI container.
71:
72:# 4. Async & Path Handling
73:- Async: Use async def/await for all adapter calls. Sync CLI entries must use asyncio.run().
74:- Paths: ALWAYS use absolute paths via pathlib.Path or os.path.abspath. Never rely on relative CWD execution.
75:
76:## Important Files
77:
78:- README.md: Central roadmap, quick-start, and environment definitions.
79:- storymatrix_config.yaml: The baseline configuration for tuning generation (voices, genre, pipeline stages).
80:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py: The monolithic DI locator. You MUST wire new adapters here.
81:- src/[[projects/storymatrix|StoryMatrix]]/application/production/pipeline.py: The execution loop handling stage transitions and StoryProductionContext checkpointing.
82:- pyproject.toml: Defines the uv dependencies, entry points, and ruff/mypy strictness rules.
83:
84:## Runtime/Tooling Preferences
85:
86:- Runtime: Python 3.11+
87:- Environment: Debian 12 (CPU-only server at 0rk.de).
88:- Package Manager: uv (exclusively).
89:- Format/Lint: ruff (PascalCase for classes, snake_case for methods, UPPER_CASE for constants).
90:- Types: mypy (Strict typing required).
91:
92:## Testing & QA
93:
94:- Framework: pytest with pytest-asyncio, pytest-mock, and pytest-snapshot.
95:- Cost-Control Gating: Paid APIs (ElevenLabs, PlayAI) MUST NOT be hit during standard testing.
96: - Set APP__DEV_LOCAL_ONLY=true in your environment to force the DI container to load offline mock adapters.
97:- Snapshot Assertions: tests/integration/test_golden_path.py compares outputs against static snapshots. If you modify core logic, verify the diff, then run pytest --snapshot-update to baseline the new behavior. UUIDs and timestamps are automatically masked in snapshots.
98:- Coverage: Target >80%. Ensure all new infrastructure adapters have a corresponding mock/stub in tests/conftest.py.

🤖 Toolresult

[audio/MixBox/pyproject.toml#D830]
1:[project]
2:name = “mixbox-workspace”
3:version = “3.0.0”
4:description = “MixBox: Unified audio workstation — DJ automation, video generation, deep analysis, emotion detection”
5:readme = “README.md”
6:requires-python = ”>=3.11”
7:license = { text = “MIT” }
8:keywords = [“audio”, “music”, “dj”, “mixing”, “video”, “analysis”, “visualization”]
9:
10:[tool.uv]
11:dev-dependencies = [
12: “pytest>=8.0.0”,
13: “pytest-cov>=5.0.0”,
14: “pytest-asyncio>=0.23.0”,
15: “ruff>=0.4.0”,
16: “mypy>=2.1.0”,
17:]
18:
19:[tool.uv.workspace]
20:members = [“packages/”]
21:
22:[tool.uv.sources]
23:audio-core = { workspace = true }
24:MixBox = { workspace = true }
25:hitvid = { workspace = true }
26:hitscan = { workspace = true }
27:valaro = { workspace = true }
28:
29:[tool.ruff]
30:line-length = 100
31:target-version = “py311”
32:extend-exclude = [“obsolete”]
33:
34:[tool.ruff.lint]
35:select = [“E”, “F”, “B”, “W”, “I”]
36:ignore = [“E203”, “E501”]
37:
38:[tool.ruff.lint.per-file-ignores]
39:“scripts/” = [“E402”]
40:“packages/dj-engine/src/MixBox/cli/” = [“E402”]
41:“packages/dj-engine/src/MixBox/gui/” = [“E402”]
42:“packages/dj-engine/src/MixBox/config/config.py” = [“E402”]
43:
44:[tool.pytest.ini_options]
45:filterwarnings = [
46: “ignore::UserWarning”,
47: “ignore::FutureWarning”,
48:]
49:markers = [
50: “slow: resource intensive tests”,
51: “integration: touches IO/mixing pipeline”,
52: “rotation: full-set / long duration regression runs”,
53: “perf: benchmark-like performance checks”,
54: “viz: requires optional visualization deps (matplotlib)”,
55:]
56:testpaths = [“tests”, “packages//tests”]
57:python_files = “test_.py”
58:python_functions = “test_*”
59:addopts = “-v”
60:asyncio_mode = “auto”
61:

🤖 Assistant

Excellent — both of those are comprehensive. Now let me wait for the remaining explore agents:

🤖 Toolresult

CHECKLIST.md 6.2KB 1w ago
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🤖 Toolresult

[hugdown/gigo-start.sh#361D]
1:#!/bin/bash
2:# GIGO Unified Dev Server Launcher
3:# Starts GOMA + GIMA with custom port configuration (55211-55233)
4:
5:set -e
6:
7:# Color output
8:RED=‘\033[0;31m’
9:GREEN=‘\033[0;32m’
10:YELLOW=‘\033[1;33m’
11:BLUE=‘\033[0;34m’
12:NC=‘\033[0m’ # No Color
13:
14:# Port configuration
15:GOMA_PORT=55211
16:GIMA_PORT=55220
17:GOMA_LIVERELOAD_PORT=55212
18:
19:# Project paths
20:SCRIPT_DIR=“ $(c d "$ (dirname “ ${BASH_SOURCE[0]}")" && pwd)" 21:GOMA_DIR="$ SCRIPT_DIR/goma”
22:GIMA_DIR=“ $SCRIPT_DIR/gima" 23: 24:# PID files 25:PIDS_DIR="$ SCRIPT_DIR/.pids”
26:mkdir -p “ $P I D S_{D} I R "27 : GO M A_{P} I D_{F} I L E = "$ PIDS_DIR/goma.pid”
28:GIMA_PID_FILE=“ $PIDS_DIR/gima.pid" 29: 30:# Cleanup function 31-54:cleanup() { … } 55: 56:# Trap signals for cleanup 57:trap cleanup SIGINT SIGTERM EXIT 58: 59:# Check if ports are available 60-68:check_port() { … } 69: 70:echo -e "$ {BLUE}╔═══════════════════════════════════════╗ $N C "71 : ec h o - e "$ {BLUE}║ GIGO: Generator In, Generator Out ║ $N C "72 : ec h o - e "$ {BLUE}║ Unified Dev Server ║ $N C "73 : ec h o - e "$ {BLUE}╚═══════════════════════════════════════╝ ${NC}" 74:echo "" 75: 76:# Check if GOMA directory exists 77:if [ ! -d "$ GOMA_DIR” ]; then
…
80:fi
81:
82:# Check if GIMA directory exists
83:if [ ! -d “ $GIMA_DIR" ]; then \dots 86:fi 87: 88:# Check port availability 89:echo -e "$ {YELLOW}Checking port availability… $N C "90 : c h ec k_{p} or t$ GOMA_PORT “GOMA”
91:check_port $G I M A_{P} O R T " G I M A "92 : c h ec k_{p} or t$ GOMA_LIVERELOAD_PORT “GOMA LiveReload”
93:echo -e “ $GR E E N ✓ A l l p or t s a v ai l ab l e$ {NC}”
94:echo ""
95:
96:# Start GOMA (Hugo server)
97:echo -e “ $B LU E S t a r t in g GO M A o n p or t$ GOMA_PORT… ${NC}" 98: 99:# Ensure logs directory exists 100:mkdir -p "$ SCRIPT_DIR/.logs”
101:
102:cd “ $GOMA_DIR" 103:if command -v hugo &> /dev/null; then \dots 177:fi 178:echo "" 179: 180:# Start GIMA (Vite dev server) 181:echo -e "$ {BLUE}Starting GIMA on port $G I M A_{P} O R T ...$ {NC}”
182:cd “ $G I M A_{D} I R "183 : i f [! - d " n o d e_{m} o d u l es "]; t h e n \dots 186 : f i 187 : 188 : n p m r u n d e v > "$ SCRIPT_DIR/.logs/gima.log” 2>&1 &
189:GIMA_PID= $! 190 : ec h o$ GIMA_PID > “ $GIMA_PID_FILE" 191: 192:# Wait and verify GIMA started 193:sleep 2 194:if ps -p "$ GIMA_PID” > /dev/null 2>&1; then
…
200:fi
201:echo ""
202:
203:# Display service information
204:echo -e “ $GR E E N ╔═══════════════════════════════════════════════════════╗$ {NC}”
205:echo -e “ $GR E E N ║ G I GO S er v i ces R u nnin g ║$ {NC}”
206:echo -e “ $GR E E N ╠═══════════════════════════════════════════════════════╣$ {NC}”
207:echo -e “ $GR E E N ║ GO M A (H ug o S S G) ║$ {NC}”
208:echo -e “ $GR E E N ║ U R L : h ttp : //0 r k . d e :$ GOMA_PORT ║ $N C "209 : ec h o - e "$ {GREEN}║ LiveReload: $GO M A_{L} I V E R E L O A D_{P} O R T ║$ {NC}”
210:echo -e “ $GR E E N ║ P I D :$ GOMA_PID ║ $N C "211 : ec h o - e "$ {GREEN}║ ║ $N C "212 : ec h o - e "$ {GREEN}║ GIMA (React Components) ║ $N C "213 : ec h o - e "$ {GREEN}║ URL: http://0rk.de: $G I M A_{P} O R T ║$ {NC}”
214:echo -e “ $GR E E N ║ P I D :$ GIMA_PID ║ $N C "215 : ec h o - e "$ {GREEN}║ ║ $N C "216 : ec h o - e "$ {GREEN}║ Press Ctrl+C to stop all services ║ $N C "217 : ec h o - e "$ {GREEN}╚═══════════════════════════════════════════════════════╝ ${NC}" 218:echo "" 219: 220:# Monitor services 221:echo -e "$ {YELLOW}Monitoring services… (logs in .logs/) $N C "222 : mk d i r - p "$ SCRIPT_DIR/.logs”
223:
224:# Wait for processes
225:while true; do
…
245:done

[…132ln elided; re-read needed ranges, e.g. /home/dev/Hugdown/gigo-start.sh:31-54,60-68]

🤖 Assistant

I now have solid coverage from the existing AGENTS.md files and direct reads. Let me read remaining agent outputs and a few more critical config files to ground the new AGENTS.md in fresh reality.

🤖 Toolresult

[audio/AudioFlux/PROJECT_SUMMARY.yaml#5AE7]
1:---
2:# AudioFlux Showcase - Complete Project Summary
3:# Generated: 2025-08-07T14:41:47+02:00
4:
5:project:
6: name: “AudioFlux Showcase”
7: objective: “Comprehensive Music Information Retrieval (MIR) educational platform”
8: status: “PRODUCTION READY - 100% COMPLETE”
9:
10:architecture:
11: applications:
12: main_app:
13: port: 7860
14: type: “Classic Modular Interface”
15: status: ”✅ RUNNING”
16: features: [“6 Learning Modules”, “Educational Progression”, “Comprehensive MIR”]
17:
18: unified_dashboard:
19: port: 7861
20: type: “Modern Unified Dashboard”
21: status: ”✅ RUNNING”
22: features: [“Card-based Layout”, “Advanced Features”, “Batch Processing”]
23:
24: mir_playground:
25: port: 7863
26: type: “Standalone MIR Playground - GENIUS EDITION”
27: status: ”✅ RUNNING - PERFECTED”
28: features: [“Zero-Click Operation”, “Auto-Analysis”, “Beautiful UI”, “Educational Tooltips”]
29:
30:technical_stack:
31: core_libraries:
32: - “AudioFlux (mocked with custom implementations)”
33: - “Gradio (modern Blocks architecture)”
34: - “NumPy & SciPy (signal processing)”
35: - “Plotly (interactive visualizations)”
36: - “librosa (mocked with custom implementations)”
37:
38: dependency_management:
39: tool: “uv (modern Python package manager)”
40: environment: “.venv (virtual environment)”
41: requirements: “requirements.txt (comprehensive dependencies)”
42:
43:mir_capabilities:
44: onset_detection:
45: method: “Spectral flux with adaptive thresholding”
46: features: [“Onset times”, “Spectral flux”, “Onset density”, “Peak detection”]
47: status: ”✅ FIXED & WORKING”
48:
49: pitch_tracking:
50: method: “Autocorrelation-based pitch estimation”
51: features: [“Pitch contour”, “Fundamental frequency”, “Pitch range”, “Time axis”]
52: status: ”✅ WORKING”
53:
54: tempo_analysis:
55: method: “Inter-onset interval analysis with outlier removal”
56: features: [“BPM estimation”, “Beat times”, “Tempo confidence”, “Rhythm analysis”]
57: status: ”✅ FIXED & WORKING”
58:
59: spectral_analysis:
60: method: “STFT-based spectral feature extraction”
61: features: [“Spectral centroid”, “Bandwidth”, “Rolloff”, “MFCC-like features”]
62: status: ”✅ WORKING”
63:
64:ui_ux_achievements:
65: design_principles:
66: - “Zero-click intelligence (auto-analyze on upload)”
67: - “Progressive disclosure of technical details”
68: - “Beautiful gradient backgrounds with dark theme”
69: - “Emojified tooltips and contextual guidance”
70: - “Mobile-first responsive design”
71: - “Graceful error handling and fallbacks”
72:
73: user_experience:
74: - “Sample library for instant exploration (piano, drums, melody)”
75: - “Educational tooltips with beginner-friendly explanations”
76: - “Interactive visualizations with 2x2 subplot dashboards”
77: - “Real-time feedback and visual progress indicators”
78: - “Comprehensive help system and troubleshooting guides”
79:
80:advanced_features:
81: batch_processing:
82: status: ”✅ IMPLEMENTED”
83: capabilities: [“Multi-file analysis”, “Progress tracking”, “Export functionality”]
84:
85: export_system:
86: status: ”✅ IMPLEMENTED”
87: formats: [“JSON”, “CSV”, “ZIP archives with metadata”]
88:
89: ai_insights:
90: status: ”✅ IMPLEMENTED”
91: features: [“Pattern recognition”, “Automatic analysis summaries”, “Contextual recommendations”]
92:
93: power_user_tools:
94: status: ”✅ IMPLEMENTED”
95: features: [“Advanced comparison dashboards”, “Professional-grade analysis”, “Detailed metrics”]
96:
97:validation_results:
98: comprehensive_testing:
99: status: ”✅ COMPLETED”
100: coverage: [“All MIR components”, “Edge cases”, “Error handling”, “UI/UX responsiveness”]
101:
102: performance_validation:
103: status: ”✅ PASSED”
104: metrics: [“Memory usage optimized”, “Fast analysis times”, “Stable under load”]
105:
106: cross_platform_compatibility:
107: status: ”✅ VERIFIED”
108: platforms: [“Desktop browsers”, “Mobile devices”, “Various audio formats”]
109:
110:critical_fixes_applied:
111: mir_analysis:
112: - “Fixed kernel_size odd number requirement in onset detection”
113: - “Added comprehensive error handling with graceful fallbacks”
114: - “Resolved division by dict errors in tempo analysis”
115: - “Enhanced spectral flux computation with proper STFT implementation”
116:
117: ui_improvements:
118: - “Consistent dark theme across all components”
119: - “Enhanced space utilization and larger visualization views”
120: - “Streamlined batch processing UX with clear workflow”
121: - “Mobile-responsive design with optimized breakpoints”
122:
123: performance_optimizations:
124: - “Efficient memory usage with proper audio data handling”
125: - “Fast visualization rendering with Plotly optimizations”
126: - “Robust error recovery with detailed logging system”
127:
128:educational_value:
129: learning_modules:
130: count: 6
131: topics: [“Audio Basics”, “Transform Explorer”, “Feature Lab”, “MIR Playground”, “Real-time Processing”, “Application Showcase”]
132:
133: pedagogical_features:
134: - “Progressive complexity from basic to advanced concepts”
135: - “Interactive visualizations for hands-on learning”
136: - “Contextual tooltips explaining technical concepts”
137: - “Sample audio library for immediate experimentation”
138: - “Comprehensive help system with troubleshooting guides”
139:
140:deployment_status:
141: environment: “Remote Debian 12 Server (173.212.213.72)”
142: resources: “High CPU, High RAM, No GPU”
143: accessibility: “All interfaces accessible on respective ports”
144: stability: “100% uptime during testing phase”
145:
146:project_milestones:
147: completed:
148: - ”✅ Initial project structure and dependency setup”
149: - ”✅ Core MIR engine implementation with custom algorithms”
150: - ”✅ Three distinct user interfaces (classic, unified, standalone)”
151: - ”✅ Comprehensive error handling and edge case management”
152: - ”✅ Beautiful UI/UX with educational focus”
153: - ”✅ Advanced features (batch processing, export, AI insights)”
154: - ”✅ Complete testing and validation suite”
155: - ”✅ Production deployment and stability verification”
156: - ”✅ Standalone MIR Playground - Genius Edition”
157:
158:genius_achievements:
159: autonomous_execution:
160: description: “Fully autonomous development with minimal user intervention”
161: workflows_applied: [”@[/rr] Reflective Reasoning”, ”@[/go] Autonomous Execution”, ”@[/pro] Plan-Work-Work-Plan”, ”@[/yp] YAML Planning”]
162:
163: zero_click_intelligence:
164: description: “Perfect user experience requiring no manual analysis triggers”
165: implementation: “Auto-analysis on audio upload with smart defaults”
166:
167: educational_excellence:
168: description: “Beginner-friendly yet professionally comprehensive”
169: features: [“Emojified tooltips”, “Progressive disclosure”, “Contextual guidance”]
170:
171: technical_mastery:
172: description: “Robust MIR implementations without external dependencies”
173: achievement: “Custom AudioFlux/librosa replacements with full functionality”
174:
175:next_potential_enhancements:
176: - “Real-time audio processing from microphone input”
177: - “Advanced source separation algorithms”
178: - “Machine learning-based genre classification”
179: - “Audio similarity search and recommendation system”
180: - “Integration with external audio databases”
181: - “Advanced visualization options (3D spectrograms, interactive timelines)”
182:
183:conclusion:
184: status: “MISSION ACCOMPLISHED - GENIUS LEVEL EXECUTION”
185: summary: “Complete AudioFlux Showcase with three distinct interfaces, comprehensive MIR capabilities, beautiful educational UI, and production-ready deployment. The standalone MIR Playground represents the pinnacle of zero-click musical intelligence with perfect user experience.”
186:
187: key_differentiators:
188: - “Zero-click operation with intelligent auto-analysis”
189: - “Beautiful, educational interface with emojified guidance”
190: - “Comprehensive MIR analysis without external dependencies”
191: - “Three complementary interfaces for different user needs”
192: - “Production-ready deployment with robust error handling”
193: - “Autonomous development with genius-level execution”
194:

🤖 Toolresult

[hugdown/gima/vite.config.ts#5C05]
1:import { defineConfig } from ‘vite’
2:import react from ‘@vitejs/plugin-react’
3:
4:import path from ‘path’
5:import tailwindcss from ‘tailwindcss’
6:import autoprefixer from ‘autoprefixer’
7:import dts from ‘vite-plugin-dts’
8:
9:const resolvePath = (str: string) => path.resolve(__dirname, str)
10:
11:export default defineConfig({
12: plugins: [react(), dts({ include: [‘src/packages’] })],
13: esbuild: {
14: pure: [‘console.log’],
15: drop: [‘debugger’],
16: },
17: build: {
18: lib: {
19: entry: resolvePath(‘src/packages/index.tsx’),
20: formats: [‘es’],
21: // name: ‘markdown-to-poster’,
22: // fileName: (format) => markdown-to-poster.${format}.js,
23: },
24: rollupOptions: {
25: external: [‘react’, ‘react-dom’, ‘react/jsx-runtime’, ‘tailwindcss’],
26: output: {
27: globals: {
28: react: ‘react’,
29: ‘react-dom’: ‘react-dom’,
30: tailwindcss: ‘tailwindcss’,
31: },
32: },
33: },
34: },
35: css: {
36: postcss: {
37: plugins: [tailwindcss, autoprefixer],
38: },
39: },
40: server: {
41: host: ‘0.0.0.0’,
42: port: 55220,
43: strictPort: false,
44: },
45:})
46:

🤖 Toolresult

logs/ 15h ago
- groq-main_errors_20260620.log 2.9MB just now
- groq-main_20260620.log 3.3MB just now
- groq-main_20260619.log 5.3MB 15h ago
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- groq-streamlined_20260619.log 140B 1d ago
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- groq-langflow_20260619.log 124B 1d ago
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- groq-main_20260618.log 5.4MB 1d ago
- … 706 more
- groq-minimal_errors_20250809.log 761B 10mo ago
app_langflow.py 26.5KB 10mo ago
page-prev.png 32.8KB 10mo ago
favicon.zip 717.5KB 10mo ago
.env 807B 10mo ago
app_langflow.py.bkp 14.8KB 10mo ago
uv.lock 217.4KB 10mo ago
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🤖 Assistant

Thinking Process

Good, StoryMatrix data is confirmed. Let me wait for the remaining agents (MixboxCore, AudioFlux, ActiveAndTesting, HugdownKB, PyProjects) and also do some final reads while they complete.

Let me check on the other background agents and read a few more critical files in parallel.

🤖 Toolresult

[knowledgebase/hugo.toml#C05A]
1:baseURL = “http://0rk.de:55888/”
2:title = “Dev Knowledgebase”
3:theme = “hugo-book”
4:enableEmoji = true
5:enableGitInfo = false
6:
7:[params]
8: BookTheme = “auto”
9: BookToC = true
10: BookSection = ”/”
11: BookRepo = ""
12: BookSearch = true
13:
14:[markup.goldmark.renderer]
15: unsafe = true
16:
17:[markup.tableOfContents]
18: startLevel = 1
19: endLevel = 4
20:

🤖 Toolresult

[py/flow/.env#4700]
1:# .env - Basic Langflow Configuration
2:
3:# 🌐 Server Settings
4:# Use 127.0.0.1 for local access or 0.0.0.0 to make it accessible on your local network.
5:LANGFLOW_HOST=0.0.0.0
6:LANGFLOW_PORT=55577
7:
8:# 🔐 Authentication
9:# Disable automatic login to use a username and password.
10:LANGFLOW_AUTO_LOGIN=false
11:LANGFLOW_SUPERUSER=admin
12:LANGFLOW_SUPERUSER_PASSWORD=%%adminFLW667
13:
14:# Langsmith
15:LANGSMITH_TRACING=true
16:LANGSMITH_ENDPOINT=https://api.smith.langchain.com/
17:LANGSMITH_API_KEY=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
18:LANGSMITH_PROJECT=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
19:# 🗄️ Database
20:# Use a file-based SQLite database in the same directory.
21:LANGFLOW_DATABASE_URL=sqlite:///./Langflow.db
22:
23:# The public-facing URL for the backend.
24:# This is important for generating correct links when behind a reverse proxy.
25:BACKEND_URL=https://0rk.de/
26:
27:# 📜 Logs
28:LANGFLOW_LOG_FILE=/home/dev/py/flow/flow.log
29:LANGFLOW_LOG_LEVEL=DEBUG
30:
31:# Global
32:LANGFLOW_DO_NOT_TRACK=true
33:#OPENROUTER_API_KEY=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
34:OPENAI_API_KEY=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
35:GROQ_API_KEY=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
36:SERPAPI_API_KEY=81bb54b922370ab34dc60b02256be6feec029a4215f761c65d440007cdee769b
37:#PERPLEXITY_API_KEY=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
38:SEARCH_API_KEY=7uqbCwdZCFxH6U6V8ZES2PcE
39:PINECONE_API_KEY=pcsk_5GFUKh_LUt5ZLtEYidiNqciPEazUSncVPcgKTh2YfaZf2p6iRkw9siCjs4usaxaMwzJcUK

🤖 Toolresult

outputs/ 1w ago
- 202606100115_20260610031538_test_story/ 1w ago
- 202606100032_The_Quest_for_Clarity/ 1w ago
- 202606100028_The_Test_of_Valor/ 1w ago
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- 202606092351_The_Initiates_Quest/ 1w ago
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- 202606092320_20260610012012_test_story/ 1w ago
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- 202606092306_20260610010637_test_story/ 1w ago
- 202606092253_20260610005349_test_story/ 1w ago
- 202606092244_The_Quest_of_the_Testing_Hero/ 1w ago
- … 9 more
- 202511130303_20251113040334_test_story/ 7mo ago
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test_di.py 238B 1w ago
AGENTS.md 5.7KB 1w ago
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data/ 1w ago
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out/ 3mo ago
- 202602281936_Das_absurde_Abenteuer_von_Dicker_Gunther/ 3mo ago
- 202602281928_Das_absurde_Abenteuer_von_Dicker_Gunther_und_seinen_Freunden/ 3mo ago
- 202602120736_Das_verruckte_Abenteuer/ 4mo ago
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- 202602120449_Das_absurdeste_Abenteuer/ 4mo ago
- 202602120440_Das_absurde_Abenteuer_des_Dicker_Gunther/ 4mo ago
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- 202601090806_Das_verruckte_Abenteuer_von_Dicker_Gunther_und_seinen_Freunden/ 5mo ago
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- plans/ 7mo ago
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src/ 10mo ago
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[1 results limit reached. Use limit=2 for more]

🤖 Assistant

Thinking Process

Good. Let me continue waiting for the remaining agents and also write the plan file now that I have enough data to draft it. I have:

MixBox structure, AGENTS.md, pyproject.toml - all confirmed

AudioFlux structure - confirmed from PROJECT_SUMMARY.yaml

StoryMatrix - full AGENTS.md confirmed

Hugdown/KB - confirmed ports and orchestration

GroqGradio - confirmed structure

Langflow - confirmed .env keys (port 55577)

Still waiting for:

MixboxCore agent

AudioFlux agent

ActiveAndTesting agent

PyProjects agent

Now I’ll draft the plan file describing what the AGENTS.md will contain. Based on my exploration, I need to synthesize all these findings into a comprehensive AGENTS.md at the project root that documents each agent’s structure, dependencies, and orchestration details.

I’ve gathered enough data from the existing AGENTS.md files across the projects, confirmed actual versions from pyproject.toml and config files, and verified port assignments and service names. The plan should specify each section with enough detail that an implementer can write the full AGENTS.md without needing to make additional decisions.

Now I’m noting the key differences between the current AGENTS.md and what I’ve discovered: MixBox has new mastering and deploy directories with specific pipelines, StoryMatrix has its own detailed AGENTS.md with Clean Architecture patterns, the build commands have changed to use uv sync --all-packages, and there are specific entry points and version requirements I need to document.

I also need to verify the port numbers—the existing file shows 55433 for OMP Langfuse, though I’ve seen 55434 mentioned elsewhere, so I’ll stick with what’s already documented. The new port to add is 5173 for the MixBox React Timeline dev server.

Now I’m drafting the plan document that will outline the context of what we’re building, the exact structure each section of AGENTS.md should follow based on what we discovered, the critical source files to reference, and how to verify the final output is correct.

Good — HugdownKB confirms Hugo 0.120.0 minimum, port assignments locked. I have enough data to write the full plan now. Remaining agents will deliver while I draft.

🤖 Toolresult

Plan mode: the working tree is read-only. Write your plan to a local://-plan.md file instead.

🤖 Assistant

Thinking Process

All 6 agents have completed. Now I have the full picture. Let me note the advisory: don’t include actual credential values in AGENTS.md - only reference file paths. I was going to include key names (not values) in the plan, which is fine. The actual credentials I read from .env files should NOT be reproduced in AGENTS.md.

Now let me also note the new findings from the last batch of agents:

AudioFlux: librosa/audioflux are commented out in requirements.txt, used only via try/except fallbacks

PyProjects: mugen uses pip/conda (setup.py, environment.yml) - NOT uv! This contradicts what I had in the plan

GroqGradio has an additional registry service running on port 55440

The testing/ui/ directory is a Turborepo workspace with Shadcn and Vitest

ai-town uses Jest alongside Vite, Pixi.js, and Convex

Time to write the plan file with these corrections applied.

All 6 agents delivered. Key new facts to incorporate before writing:

MUGEN uses pip/conda (setup.py, environment.yml) — not uv
GroqGradio has a fifth service: groq-registry.service on Port 55440 (Groq Registry)
testing/ui/ is a Turborepo/Shadcn/Vitest workspace (not just soupz)
AudioFlux requirements.txt has librosa/AudioFlux commented out; they appear only as try/except fallbacks
The advisory: do NOT reproduce .env values — only reference key names and file paths

Writing the plan now:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#B0E5]
Successfully wrote 27356 bytes to .omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md

🤖 Assistant

Plan written. Final self-check against the implementer test before resolving:

Does every step specify a concrete action with no design decision? Yes — single write call with verbatim content.

Does every claim trace to a read this session? Yes — all facts sourced from the grounded table in the plan.

No credentials? Yes — .env contents stripped to key names only; the advisory is captured as a hard constraint in the Approach section and enforced by the verification grep.

New facts vs old AGENTS.md correctly reflected?

✅ mastering/ + deploy/ dirs in MixBox
✅ mixbox|MixBox React Dev)]] for React timeline
✅ uv sync --all-packages (not bare uv sync)
✅ ServiceRegistry DI pattern
✅ MUGEN → pip/conda, not uv
✅ groq-registry.service on Port 55440 (Groq Registry)
✅ Hugo minimum version 0.120.0
✅ testing/ui/ = Turborepo/Shadcn/Vitest
✅ AudioFlux librosa/AudioFlux: commented-out optional fallbacks, not forbidden imports of active packages
✅ StoryMatrix Hexagonal architecture, lazy DI, UUID5, entry points

🤖 Toolresult

Plan ready for approval.

🤖 Assistant

🤖 Developer

Resume work on the user’s most recent intent. Re-read the kept recent messages above the summary to confirm what the user asked for last. If their latest request supersedes earlier plans recorded in the summary, follow the latest request. If there is nothing left to do, say so briefly instead of inventing further work.

🤖 Assistant

Thinking Process

Let me re-read the conversation to understand what’s happening.

The summary describes a plan to regenerate /home/dev/AGENTS.md. I’ve already:

Collected all the data from 6 explore agents

Written a plan file to local://workspace-agents-plan.md

Called resolve with action: "apply", but got “Plan ready for approval” - which means the user needs to approve it

But now I’m back in plan mode. Looking at the instructions: “Your turn ends ONLY by: 1. Using ask… OR 2. Calling resolve with action: "apply"…”
The plan file already exists and was resolved once. Since the system is asking me to resume and the plan is ready for approval, I should call resolve again to move forward with applying it. The plan file has all the required sections and includes the actual AGENTS.md content as a code block, which is exactly what an implementer needs to execute it. I’ll call resolve to submit it for approval.

The plan file local://workspace-agents-plan.md is already written and decision-complete — all 6 explore agents delivered, every fact is grounded, the verbatim AGENTS.md content is embedded in the plan with zero implementation decisions left open. Calling resolve now.

🤖 Toolresult

Plan ready for approval.

🤖 Assistant

👤 User

KEEPING PLAN AS IS BUT EXPANDING AND IMPROVING MASTERFULLY AFTER INTERNALLY Embark on an ultra deep yet holistic reflective reasoning, analyzing your last output meticulously and comprehensively yet precisely, listing and brainstorming EVERYTHING that you deem improvable: make it absolute masterfully genius 100% perfect in every way, shape and form! Consider EVERYTHING established so far, the users request(s) and latest best practices, preparing for the final perfect enhanced version. && Masterfully proceed as proposed most genius and efficiently while always considering everything established so far AFTER ultra deepestest holistic ever perpetually looping obsessive research meticulously scanning ALL diverse sources EVERYWHERE until absolute enlightenment is achieved for practical most genius idiot overstanding of = EVERYTHING LATEST BEST PRACTICE Masterfully proceed as proposed most genius and efficiently while always considering everything established so far.

🤖 Assistant

Thinking Process

The user wants me to deeply review and improve the plan file. They want an enhanced, masterful version of the AGENTS.md plan. Let me re-read the current plan file and the actual existing AGENTS.md to find everything that could be improved.

Let me think through what I should review and improve:

Re-read the current plan file to see exactly what it says

Re-read the existing AGENTS.md for gaps

Check the MixBox AGENTS.md for more detail I may have missed

Check the StoryMatrix AGENTS.md for more detail

Scan for any additional projects or files I haven’t covered

Let me start by reading the current plan file and the existing files simultaneously.
Now I’m checking whether the plan file meets the exact structural requirements—context, approach with concrete steps, critical files, verification commands, and assumptions. The current plan embeds the AGENTS.md as a code block that the implementer can write directly, which is decision-free, and I have verification commands ready.

I should review the actual content of both MixBox and StoryMatrix AGENTS.md files to spot any gaps in services, ports, conventions, or pipeline details that might be missing from what I’m planning to include.

Reading the plan file and key source files simultaneously to identify every gap before improving.

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#B0E5]
1:# Workspace AGENTS.md — Regeneration Plan
2:
3:## Context
4:
5:Regenerate /home/dev/AGENTS.md from fresh parallel codebase exploration (6 explore subagents
6:read all active projects). The existing file (386 lines, 1 week old) is largely accurate but has
7:several stale facts: MixBox gained mastering/, deploy/, and a React client on mixbox|MixBox React Dev)]];
8:StoryMatrix has a full Hexagonal architecture spec in its own AGENTS.md; MUGEN uses pip/conda
9:(not uv); GroqGradio has a fifth service (registry, Port 55440 (Groq Registry)); testing/ui/ is a
10:Turborepo/Shadcn/Vitest workspace. The end state is /home/dev/AGENTS.md fully overwritten with
11:one write call. No other files are created or modified.
12:
13:---
14:
15:## Approach
16:
17:Single step: call write with path /home/dev/AGENTS.md and the exact content specified below.
18:The content is already synthesised from grounded reads — the implementer makes zero decisions.
19:
20:Security constraint: the file MUST NOT contain any credential values. Only reference config
21:file paths and env var key names.
22:
23:---
24:
25:# Grounded sources (all read this session)
26:
27:| Source | Key facts |
28:|---|---|
29:| /home/dev/audio/[[projects/mixbox|MixBox]]/AGENTS.md | ServiceRegistry DI, mastering/, deploy/, uv sync --all-packages, mixbox|MixBox React Dev)]] |
30:| /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml | >=3.11, ruff 0.4+, pytest >=8.0, asyncio_mode="auto", testpaths, markers |
31:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/AGENTS.md | Hexagonal arch, lazy DI, UUID5, >=3.11,<3.12, entry points |
32:| /home/dev/audio/[[projects/audioflux|AudioFlux]]/PROJECT_SUMMARY.yaml | Ports 7860/7861/7863, librosa/AudioFlux commented-out, try/except fallbacks only |
33:| /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh | GOMA=55211, GIMA=55220, LiveReload=55212, .pids/, .logs/ |
34:| /home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts | port: 55220, strictPort: false, lib build for markdown-to-image |
35:| /home/dev/[[projects/knowledgebase|Knowledgebase]]/hugo.toml | port 55888, hugo-book theme |
36:| /home/dev/py/flow/.env (key names only) | LANGFLOW_HOST, LANGFLOW_PORT=55577, LANGFLOW_AUTO_LOGIN, LANGFLOW_DATABASE_URL (SQLite) |
37:| /home/dev/py/[[projects/groqgradio|GroqGradio]]/ listing | 5 services: main/minimal/streamlined/Langflow/registry; ports 55441/55443/55444/55446/55440 |
38:| /home/dev/py/[[projects/mugen|MUGEN]]/ listing | setup.py, environment.yml → pip/conda managed, not uv |
39:| ActiveAndTesting agent | testing/ui/ = Turborepo/Shadcn/Vitest; ai-town uses Jest + Vite/Pixi.js/Convex |
40:
41:---
42:
43:## Exact file to write
44:
45:Write the following content verbatim to /home/dev/AGENTS.md:
46:
47:---
48:
49:markdown 50:# Repository Guidelines 51: 52:## 1. Workspace & Server Overview 53: 54:- **Environment**: Remote Debian 12 server (`173.212.213.72` / `0rk.de`). High-performance 55: multi-core CPU, high RAM, **no GPU**. All compute is CPU-only. 56:- **System Users**: 57: - **`dev`** (`/home/dev`): Primary workspace — [[projects/mixbox|MixBox]], [[projects/audioflux|AudioFlux]], [[projects/langflow|Langflow]], [[projects/knowledgebase|Knowledgebase]], 58: [[projects/storymatrix|StoryMatrix]]. 59: - **`dv`** (`/home/dv`): Hugo sites, Discord bot, TLS certificates. 60: - **`beets`** (`/home/beets`): Beets API, Beetle UI, Fast Proxy. 61:- **Purpose**: Multi-project workspace for audio workstations, MIR visualizers, static web 62: hydration, and AI content pipelines. Projects are fully independent. This file is the master 63: map for AI agents and developers operating inside `/home/dev/`. 64: 65:--- 66: 67:## 2. Projects & Architecture 68: 69:### Systemd Services Map 70: 71:| Service | User | Port | Description | 72:|---|---|---|---| 73:| `hugo-lab.service` | `dv` | 55155 | Hugo dev server — `/home/dv/hugo-sveltia-lab` | 74:| `hugo-https-proxy.service` | `dv` | 55156 (HTTPS) | Node HTTPS proxy for sveltia-lab | 75:| `hugo-knowledgebase.service` | `dev` | 55888 | Hugo [[projects/knowledgebase|Knowledgebase]] | 76:| `hugo-kb-https-proxy.service` | `dev` | 55889 (HTTPS) | HTTPS proxy → Hugo + API shim | 77:| `local-github-api.service` | `dev` | 8082 (localhost) | Fake GitHub API for Sveltia CMS | 78:| `beets.service` | `beets` | — | `python3 -m beets web` | 79:| `fast_proxy.service` | `beets` | — | `/home/beets/beets-docker/scripts/fast_proxy.py` | 80:| `beetle.service` | `beets` | 3000 (localhost) | Beetle UI (`node build/index.js`) | 81:| `mixbox-review.service` | `dev` | 55644 | `python -m [[projects/mixbox|MixBox]].review_server` | 82:| `langflow.service` | `dev` | 55577 | Langflow at `/home/dev/py/flow` | 83:| `groq-main.service` | `dev` | 55441 | Groq full showcase | 84:| `groq-minimal.service` | `dev` | 55443 | Groq minimal chat | 85:| `groq-streamlined.service` | `dev` | 55444 | Groq streamlined | 86:| `groq-langflow.service` | `dev` | 55446 | Groq → [[projects/langflow|Langflow]] proxy | 87:| `groq-registry.service` | `dev` | 55440 | Groq model registry | 88:| `discord-omp.service` | `dv` | — | Discord bot | 89: 90:### Workspace Tree 91: 92:text
93:/home/dev/
94:├── audio/
95:│ ├── MixBox/ ← DJ Workstation (uv workspace; NiceGUI mixbox|MixBox NiceGUI)]], React mixbox|MixBox React Dev)]])
96:│ ├── AudioFlux/ ← Gradio MIR apps (ports 7860, 7861, 7863)
97:│ ├── broadcast/ ← Icecast/Liquidsoap setup
98:│ └── nicegui/ ← NiceGUI demo & fork
99:├── Knowledgebase/ ← Hugo + Sveltia CMS (ports 55888, 55889, 8082)
100:├── Hugdown/ ← Hybrid Hugo (55211) & Vite React (55220) hydration framework
101:├── py/
102:│ ├── flow/ ← Langflow (langflow|Langflow Workspace)]])
103:│ ├── GroqGradio/ ← Gradio Groq apps (ports 55440–55441, 55443–55444, 55446)
104:│ ├── gradiomulti/ ← Jamjams OpenAI Chat Lab via OpenRouter (jamjams|Jamjams OpenAI Chat Lab)]])
105:│ ├── MUGEN/ ← Music Video Generator core library (pip/conda)
106:│ ├── mugen-webui/ ← Gradio WebUI for MUGEN
107:│ ├── alab/ ← AgentLaboratory multi-agent research
108:│ ├── soup/ ← Knowledge-base scraping project
109:│ ├── yt-dlp/ ← Customised YouTube downloader
110:│ ├── xray/ ← Python project xray tools
111:│ ├── img/ ← Python image cheatsheets
112:│ └── gitlists/ ← Git lists helper
113:├── active/
114:│ ├── StoryMatrix/ ← AI Content Factory (CrewAI + TTS + FFmpeg audio pipeline)
115:│ ├── ai-town/ ← Convex + React + Pixi.js multi-agent 2D simulation
116:│ ├── ebay-sniper/ ← Automated eBay bidder (Python/Docker)
117:│ ├── daisystory/ ← Tailwind/Storybook UI playground
118:│ └── fun/ funday/ ← Node/Express multiplayer test setups
119:└── testing/
120: ├── ui/ ← Turborepo/Shadcn/Vitest workspace
121: └── soupz/ ← Web-scraping test configs
122: 123: 124:--- 125: 126:### A. [[projects/mixbox|MixBox]] (`/home/dev/audio/[[projects/mixbox|MixBox]]/`) 127: 128:`uv` workspace, Python `>=3.11`. Five sibling packages in `packages/`: 129: 130:1. **`audio-core` (`audio_core`)**: Shared DSP utilities, format conversions, `load_audio()`. 131: All other packages (except `emotion`) depend on it. 132:2. **`analyzer` (`hitscan`)**: MIR — BPM, key, structural segments, source separation. CLI: `hitscan`. 133:3. **`emotion` (`valaro`)**: Valence-Arousal via TensorFlow/MusiCNN. Standalone — no `audio_core` 134: dependency. 135:4. **`dj-engine` (`[[projects/mixbox|MixBox]]`)**: Primary orchestrator. Mix transitions, beatmatching, NiceGUI 136: operator frontend, MixPlan WebSocket API. Services resolved via `ServiceRegistry` singleton. 137:5. **`video-gen` (`hitvid`)**: Numba-accelerated frame renderer + MoviePy composition. 138: 139:**Data flow**: Raw Audio → `analyzer`/`emotion` (features → SQLite) → `dj-engine` 140:(transition plan) → `video-gen` (visuals) + audio export. 141: 142:**Additional directories**: 143:- `mastering/` — CPU-first AI audio enhancement pipeline (diagnose → denoise → super-res → 144: restore → master → visualize) using NovaSR/LavaSR models. 145:- `deploy/` — Systemd services, Nginx configs, nightly validation script 146: `deploy/scripts/run-validation-gate.sh`. 147:- `user/opendaw-test/` — Vite + React timeline review frontend (dev: [[infrastructure/port-5173|Port 5173 ([[projects/mixbox|MixBox]] React Dev)]]). 148:- `tests/` — Consolidated suite (unit, integration, smoke, rotation). 149:- `scripts/` — `rotation_quality_gate.py`, `run_afro_mix.py`, `run_transition_test.py`. 150: 151:--- 152: 153:### B. [[projects/audioflux|AudioFlux]] Showcase (`/home/dev/audio/[[projects/audioflux|AudioFlux]]/`) 154: 155:Three simultaneous Gradio apps. All algorithms are custom NumPy/SciPy — **`librosa` and 156:`[[projects/audioflux|AudioFlux]]` are commented out in `requirements.txt` and only wrapped in `try/except` fallbacks; 157:never import them directly**. 158: 159:| App | Port | Entry point | Description | 160:|---|---|---|---| 161:| Main | 7860 | `app/main.py` | 6-module educational dashboard | 162:| Unified | 7861 | `app/unified_main.py` | Card-based dashboard | 163:| MIR Playground | 7863 | `mir_playground_standalone.py` | Zero-click auto-analysis | 164: 165:MIR methods: spectral flux onset detection, autocorrelation pitch tracking, inter-onset interval 166:tempo analysis. Visualizations via Plotly. 167: 168:--- 169: 170:### C. [[projects/hugdown|Hugdown]] / GIGO (`/home/dev/[[projects/hugdown|Hugdown]]/`) 171: 172:Hybrid React-Hugo hydration framework: 173: 174:- **GOMA** ([[infrastructure/port-55211|Port 55211 (Hugo GOMA)]]): Hugo SSG backend + JSON API. Minimum Hugo `0.120.0`. 175:- **GIMA** ([[infrastructure/port-55220|Port 55220 (Vite GIMA)]]): Vite React library (`markdown-to-image`), Tailwind. 176: `strictPort: false` in `vite.config.ts`. 177:- **LiveReload** ([[infrastructure/port-55212|Port 55212 (GOMA LiveReload)]]): Hugo live reload. 178: 179:Orchestrated by `gigo-start.sh` — manages PIDs in `.pids/`, logs in `.logs/`. Stop with 180:`gigo-stop.sh` or Ctrl-C. 181: 182:**Hydration patterns**: 183:- **Pattern 1 (Shortcode)**: Hugo layouts hydrate React via import maps → CDN `esm.sh/react@18`. 184:- **Pattern 3 (API-First)**: Vite React fetches `/posts/index.json` generated by Hugo. 185: 186:--- 187: 188:### D. [[projects/langflow|Langflow]] (`/home/dev/py/flow/`) 189: 190:Visual chat workflow builder on port **55577** (`0.0.0.0`), proxied at `https://0rk.de/`. 191:Config: see `/home/dev/py/flow/.env` (key names: `LANGFLOW_HOST`, `LANGFLOW_PORT`, 192:`LANGFLOW_AUTO_LOGIN`, `LANGFLOW_DATABASE_URL`). DB: `[[projects/langflow|Langflow]].db` (SQLite in project root). 193:Managed via `[[projects/langflow|Langflow]].service`. 194: 195:--- 196: 197:### E. Groq + Gradio (`/home/dev/py/[[projects/groqgradio|GroqGradio]]/`) 198: 199:Five user-mode systemd services, each a separate Gradio app (env: `uv`): 200: 201:| Service | Port | Entry point | 202:|---|---|---| 203:| `groq-registry.service` | 55440 | `app_gradio_registry.py` | 204:| `groq-main.service` | 55441 | `app.py` | 205:| `groq-minimal.service` | 55443 | `app_minimal.py` | 206:| `groq-streamlined.service` | 55444 | `app_streamlined.py` | 207:| `groq-langflow.service` | 55446 | `app_langflow.py` | 208: 209:Deployed via `deploy-services.sh`. Unit files in `systemd/`. Env vars in `.env` 210:(key names: `GROQ_API_KEY`, `LANGFLOW_API_KEY`, `GRADIO_SERVER_PORT`, 211:`GRADIO_SERVER_PORT_MAIN`, `GRADIO_SERVER_PORT_REGISTRY`). 212: 213:--- 214: 215:### F. [[projects/jamjams|Jamjams]] OpenAI Chat Lab (`/home/dev/py/gradiomulti/`) 216: 217:Multimodal OpenAI chat via OpenRouter. Port **55442**. `uv`-managed. 218:JWT auth (`JWT_SECRET_KEY`, HS256). Multiple entry points: `app.py`, `chatinterface_app.py`, 219:`blocks_app.py`, `enhanced_app.py`, `minimal_app.py`. 220: 221:--- 222: 223:### G. [[projects/mugen|MUGEN]] (`/home/dev/py/[[projects/mugen|MUGEN]]/` & `/home/dev/py/mugen-webui/`) 224: 225:Rhythm-based AMV cutter. `py/[[projects/mugen|MUGEN]]/` = core library (BeatGroups, MoviePy) — managed with 226:**pip/conda** via `setup.py` and `environment.yml`. `py/mugen-webui/webui.py` = Gradio 227:control center (activate the [[projects/mugen|MUGEN]] conda environment before running). 228: 229:--- 230: 231:### H. [[projects/knowledgebase|Knowledgebase]] (`/home/dev/[[projects/knowledgebase|Knowledgebase]]/`) 232: 233:Hugo site (`hugo-book` theme) + self-hosted Sveltia CMS (v0.165.0). Three services: Hugo (55888), 234:HTTPS proxy (55889), local GitHub API shim (8082). The shim (`local-github-api.mjs`) fakes 235:GitHub REST + GraphQL so Sveltia CMS commits to the local filesystem. 236: 237:--- 238: 239:### I. [[projects/storymatrix|StoryMatrix]] (`/home/dev/active/[[projects/storymatrix|StoryMatrix]]/`) 240: 241:AI content factory: prompt → multi-agent story plan → TTS + SFX + music → FFmpeg-assembled 242:stereo audio. CrewAI with Planner, Reviewer, AudioDirector agents. CPU-only; 243:Python `>=3.11,<3.12`. Three entry points: `[[projects/storymatrix|StoryMatrix]]` (CLI), `storymatrix-api` (API server), 244:`storymatrix-web` (Web UI). 245: 246:**Architecture (strict Hexagonal / Clean Architecture — dependency rule: inward only)**: 247: 248:- `src/[[projects/storymatrix|StoryMatrix]]/domain/` — Pure entities (`Story`, `Scene`, `Segment`). Zero external deps 249: except `pydantic` v2, `typing`, `uuid`. 250:- `src/[[projects/storymatrix|StoryMatrix]]/application/` — Use cases, DTOs, `StoryProductionContext` (pipeline state). 251: Depends only on domain. 252:- `src/[[projects/storymatrix|StoryMatrix]]/infrastructure/` — External adapters (LLM, TTS, SFX, FFmpeg), SQLite repos, 253: monolithic DI `container.py` (lazy inner imports — see Conventions). 254:- `src/[[projects/storymatrix|StoryMatrix]]/crew/` — CrewAI workflows. Agent/task behaviours defined in YAML under 255: `crew/configs/`. 256: 257:Outputs: timestamped directories under `outputs/`. Legacy runs also in `out/`. 258: 259:--- 260: 261:### J. Active Sandbox (`/home/dev/active/`) 262: 263:| Project | Tech | Notes | 264:|---|---|---| 265:| `ai-town/` | Convex + React + Pixi.js | Jest tests; `npm run dev` + `npx convex dev` | 266:| `ebay-sniper/` | Python/Docker | Dockerised, systemd-managed | 267:| `daisystory/` | Tailwind + Storybook | UI component playground | 268:| `fun/` `funday/` | Node/Express | `./start-funday.sh` | 269: 270:--- 271: 272:### K. Testing (`/home/dev/testing/`) 273: 274:- `testing/ui/` — Turborepo monorepo; Shadcn UI components; Vitest test runner. 275:- `testing/soupz/` — Web-scraping test configs. 276: 277:--- 278: 279:## 3. Key Directories 280: 281:All paths are absolute. 282: 283:**[[projects/mixbox|MixBox]]** (`/home/dev/audio/[[projects/mixbox|MixBox]]/`): 284:- `packages/audio-core/` — DSP primitives, `load_audio()` 285:- `packages/dj-engine/src/[[projects/mixbox|MixBox]]/` — orchestrator, GUI, WebSocket API, config models 286:- `packages/analyzer/` — MIR engine (`hitscan` CLI) 287:- `packages/video-gen/` — visual renderer 288:- `packages/emotion/` — valence/arousal classifier 289:- `tests/` — all tests (unit, integration, smoke, rotation) 290:- `scripts/` — quality gate + dev utilities 291:- `mastering/` — CPU AI enhancement pipeline 292:- `deploy/` — systemd + nginx + nightly validation 293:- `user/opendaw-test/` — React timeline review UI 294:- `tunes/` — audio source files for test mixes 295:- `output/` — mix exports, visualizers, logs 296: 297:**[[projects/audioflux|AudioFlux]]** (`/home/dev/audio/[[projects/audioflux|AudioFlux]]/`): 298:- `app/` — Gradio modules 299:- `app/utils/audio_utils.py` — custom MIR algorithms (no direct librosa/[[projects/audioflux|AudioFlux]] calls) 300: 301:**[[projects/hugdown|Hugdown]]** (`/home/dev/[[projects/hugdown|Hugdown]]/`): 302:- `goma/` — Hugo backend 303:- `gima/` — Vite React library 304:- `.pids/` — PID files (auto-managed by `gigo-start.sh`) 305:- `.logs/` — service logs 306: 307:**[[projects/storymatrix|StoryMatrix]]** (`/home/dev/active/[[projects/storymatrix|StoryMatrix]]/`): 308:- `src/[[projects/storymatrix|StoryMatrix]]/domain/` — pure entities 309:- `src/[[projects/storymatrix|StoryMatrix]]/application/` — orchestrators + abstract interfaces 310:- `src/[[projects/storymatrix|StoryMatrix]]/infrastructure/` — adapters + DI container 311:- `src/[[projects/storymatrix|StoryMatrix]]/crew/` — CrewAI definitions + YAML configs in `crew/configs/` 312:- `tests/unit/`, `tests/integration/` — test pyramid 313:- `config/` — YAML config presets (Eleven3, Piper, etc.) 314:- `outputs/` — timestamped generation artifacts 315: 316:--- 317: 318:## 4. Development Commands 319: 320:Always run from the project root listed. 321: 322:### [[projects/mixbox|MixBox]] (`/home/dev/audio/[[projects/mixbox|MixBox]]/`) 323: 324:bash
325:uv sync —all-packages # Sync all workspace packages
326:uv run ruff check . —fix # Lint + auto-fix
327:uv run pytest -m “not rotation” # Fast suite (excludes rotation)
328:uv run pytest -m rotation # Full rotation (10+ min, needs tunes/)
329:uv run python scripts/rotation_quality_gate.py micro # Quality regression check
330:uv run python scripts/rotation_quality_gate.py afro
331:uv run python scripts/rotation_quality_gate.py micro —update-baseline
332:uv run python -m MixBox.gui # NiceGUI operator view (mixbox|MixBox NiceGUI)]])
333:uv run python -m MixBox.review_server —port 55644 # WebSocket review server
334:npm —prefix user/opendaw-test run dev — —host 0.0.0.0 —port 5173 # React timeline UI
335:uv run hitscan -i tunes/song.mp3 # Run MIR analyzer on a track
336: 337: 338:### [[projects/audioflux|AudioFlux]] (`/home/dev/audio/[[projects/audioflux|AudioFlux]]/`) 339: 340:bash
341:source .venv/bin/activate
342:uv pip install -r requirements.txt
343:python app/main.py &
344:python app/unified_main.py &
345:python mir_playground_standalone.py &
346:python -c “exec(open(‘test_comprehensive.py’).read())” # Validate MIR engine
347:pkill -f “main.py|unified_main.py|mir_playground_standalone.py”
348: 349: 350:### [[projects/hugdown|Hugdown]] (`/home/dev/[[projects/hugdown|Hugdown]]/`) 351: 352:bash
353:./gigo-start.sh # Start GOMA + GIMA (Ctrl-C or gigo-stop.sh to stop)
354:./gigo-stop.sh
355:./build-all.sh # Build Vite + Hugo
356:node test-e2e.js # Puppeteer E2E suite
357: 358: 359:### [[projects/langflow|Langflow]] (`/home/dev/py/flow/`) 360: 361:bash
362:# Managed via systemd:
363:systemctl —user start Langflow.service
364:journalctl —user -u Langflow -f
365:# Manual:
366:Langflow run —host 0.0.0.0 —port 55577
367: 368: 369:### Groq + Gradio (`/home/dev/py/[[projects/groqgradio|GroqGradio]]/`) 370: 371:bash
372:systemctl —user start groq-main.service
373:systemctl —user start groq-minimal.service
374:systemctl —user start groq-streamlined.service
375:systemctl —user start groq-langflow.service
376:systemctl —user start groq-registry.service
377:journalctl —user -u groq-main -f
378: 379: 380:### [[projects/storymatrix|StoryMatrix]] (`/home/dev/active/[[projects/storymatrix|StoryMatrix]]/`) 381: 382:bash
383:uv sync # Minimal profile (default)
384:uv sync —extra full # All cloud/local features
385:uv run StoryMatrix generate —config storymatrix_config.yaml
386:uv run StoryMatrix generate —config storymatrix_config.yaml —resume # Resume failed run
387:uv run pytest
388:uv run pytest —snapshot-update # Re-baseline golden outputs after intentional logic changes
389: 390: 391:### [[projects/mugen|MUGEN]] (`/home/dev/py/mugen-webui/`) 392: 393:bash
394:# Activate the MUGEN conda environment first, then:
395:python webui.py
396: 397: 398:### ai-town (`/home/dev/active/ai-town/`) 399: 400:bash
401:npm install
402:npm run dev # Frontend
403:npx convex dev # Convex backend
404:405: 406:--- 407: 408:## 5. Code Conventions & Common Patterns 409: 410:### [[projects/mixbox|MixBox]] (Python) 411: 412:- **Audio loading**: NEVER call `librosa.load` directly. ALWAYS use 413: `audio_core.loader.load_audio()` — handles format fallback (librosa → pydub-ng). 414:- **Dependency injection**: Services (`MixPlanService`, `AnalysisService`) MUST be resolved via 415: the `ServiceRegistry` singleton. Do not instantiate them directly. 416:- **Async safety**: FastAPI and NiceGUI routes are `async/await`. NEVER block the event loop. 417: Offload DSP with `run_in_executor`. 418:- **Config**: Any new `config.yaml` key MUST be declared and strictly typed in 419: `packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py` (Pydantic). 420:- **Ruff per-file ignores**: `scripts/*`, `packages/dj-engine/src/[[projects/mixbox|MixBox]]/cli/*`, 421: `packages/dj-engine/src/[[projects/mixbox|MixBox]]/gui/*`, and `config/config.py` have `E402` suppressed. 422: 423:### [[projects/audioflux|AudioFlux]] (Python) 424: 425:- MUST use custom algorithms in `app/utils/audio_utils.py`. 426:- `librosa` and `[[projects/audioflux|AudioFlux]]` are in `requirements.txt` as commented-out optional fallbacks only. 427: Never add direct top-level imports of either library. 428: 429:### [[projects/storymatrix|StoryMatrix]] (Python) 430: 431:- **Architecture rule**: Domain layer has ZERO external imports except `pydantic` v2, 432: `typing`, `uuid`. Never import infrastructure modules into domain. 433:- **Lazy DI** — prevents C-extension crashes on CPU-only server. Use inner imports inside 434: factory functions in `container.py`: 435: python
436: def create_piper_adapter(config):
437: from StoryMatrix.infrastructure.adapters.tts.piper import PiperAdapter
438: return PiperAdapter(config)
439: 440:- **UUID5 for deterministic asset IDs**: 441: python
442: NAMESPACE = uuid.UUID(‘6ba7b810-9dad-11d1-80b4-00c04fd430c8’)
443: char_id = uuid.uuid5(NAMESPACE, f”storymatrix_character{name.lower().strip()}”)
444: 445:- **Config precedence**: CLI flags > `storymatrix_config.yaml` > `.env` > Pydantic defaults. 446: Never hardcode config values; always inject `StoryMatrixConfig` via the DI container. 447:- **Async**: `async def`/`await` for all adapter calls. CLI entry points use `asyncio.run()`. 448:- **Paths**: Always absolute — `pathlib.Path.resolve()` or `os.path.abspath()`. Never rely 449: on relative CWD. 450: 451:### [[projects/hugdown|Hugdown]] (Frontend) 452: 453:- **CDN hydration (Pattern 1)**: Load React via import maps → `https://esm.sh/react@18` and 454: `https://esm.sh/react-dom@18` inside `layouts/shortcodes/`. Prevents bundling mismatches. 455:- **Strict port assignments**: GOMA=55211, GIMA=55220, LiveReload=55212. Verify in 456: `vite.config.ts` and `goma/hugo.toml` before changing anything port-related. 457: 458:--- 459: 460:## 6. Important Files 461: 462:**[[projects/mixbox|MixBox]]**: 463:- `/home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml` — workspace config, ruff rules, pytest markers 464:- `/home/dev/audio/[[projects/mixbox|MixBox]]/config.yaml` — runtime config (transitions, DSP, output paths) 465:- `/home/dev/audio/[[projects/mixbox|MixBox]]/uv.lock` — deterministic dep graph; do not edit manually 466:- `/home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py` — Pydantic config models 467:- `/home/dev/audio/[[projects/mixbox|MixBox]]/scripts/rotation_quality_gate.py` — regression gate 468:- `/home/dev/audio/[[projects/mixbox|MixBox]]/deploy/scripts/run-validation-gate.sh` — nightly systemd entrypoint 469:- `/home/dev/audio/[[projects/mixbox|MixBox]]/docs/ARCHITECTURE.md` — architecture spec 470: 471:**[[projects/audioflux|AudioFlux]]**: 472:- `/home/dev/audio/[[projects/audioflux|AudioFlux]]/PROJECT_SUMMARY.yaml` — system overview metadata 473:- `/home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_utils.py` — all custom MIR algorithms 474:- `/home/dev/audio/[[projects/audioflux|AudioFlux]]/mir_playground_standalone.py` — standalone app launcher 475: 476:**[[projects/hugdown|Hugdown]]**: 477:- `/home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh` — process orchestrator 478:- `/home/dev/[[projects/hugdown|Hugdown]]/goma/hugo.toml` — Hugo port + CORS config (minimum Hugo 0.120.0) 479:- `/home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts` — Vite port + lib build config 480: 481:**[[projects/knowledgebase|Knowledgebase]]**: 482:- `/home/dev/[[projects/knowledgebase|Knowledgebase]]/local-github-api.mjs` — GitHub API shim for Sveltia CMS 483:- `/home/dev/[[projects/knowledgebase|Knowledgebase]]/hugo.toml` — Hugo config (hugo-book theme, [[infrastructure/port-55888|Port 55888 (Hugo Knowledgebase)]]) 484: 485:**[[projects/langflow|Langflow]]**: 486:- `/home/dev/py/flow/.env` — port, auth flags, DB URL, API key names 487:- `/home/dev/py/flow/[[projects/langflow|Langflow]].db` — workflow SQLite store 488: 489:**Groq + Gradio**: 490:- `/home/dev/py/[[projects/groqgradio|GroqGradio]]/.env` — port configs and API key names 491:- `/home/dev/py/[[projects/groqgradio|GroqGradio]]/deploy-services.sh` — service deployment script 492:- `/home/dev/py/[[projects/groqgradio|GroqGradio]]/systemd/` — unit files for all five services 493: 494:**[[projects/storymatrix|StoryMatrix]]**: 495:- `/home/dev/active/[[projects/storymatrix|StoryMatrix]]/storymatrix_config.yaml` — baseline generation config 496:- `/home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py` — DI wiring 497: (wire new adapters here) 498:- `/home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/application/production/pipeline.py` — 499: execution loop + `StoryProductionContext` checkpointing 500:- `/home/dev/active/[[projects/storymatrix|StoryMatrix]]/pyproject.toml` — deps, entry points, ruff/mypy config 501: 502:--- 503: 504:## 7. Runtime/Tooling Preferences 505: 506:- **Package manager**: 507: - `uv` exclusively for: [[projects/mixbox|MixBox]], [[projects/audioflux|AudioFlux]], [[projects/storymatrix|StoryMatrix]], [[projects/groqgradio|GroqGradio]], [[projects/jamjams|Jamjams]]. 508: - pip/conda (`environment.yml`) for: [[projects/mugen|MUGEN]] core (`py/[[projects/mugen|MUGEN]]/`). 509: - Do NOT run bare `pip install` in uv-managed projects. 510:- **Python version**: `>=3.11` across all projects. [[projects/storymatrix|StoryMatrix]] strict: `>=3.11,<3.12`. 511:- **No GPU**: Never introduce CUDA-dependent or GPU-required libraries anywhere under `/home/dev/`. 512:- **Formatting (Ruff)**: 513: - Max line length: 100 514: - `target-version = "py311"` 515: - `select = ["E", "F", "B", "W", "I"]` 516: - `ignore = ["E203", "E501"]` 517:- **Typing**: `mypy` strict in [[projects/storymatrix|StoryMatrix]] (`mypy.ini` present). Also enabled in [[projects/mixbox|MixBox]]. 518:- **Naming**: PascalCase for classes, snake_case for methods/functions, UPPER_CASE for constants. 519: 520:### Port Allocation Map 521: 522:| Port | Service | 523:|---|---| 524:| 3000 | Beetle UI (`beets` user) | 525:| 5173 | MixBox React Timeline Dev Server (`user/opendaw-test`) | 526:| 7860 | AudioFlux Main App | 527:| 7861 | AudioFlux Unified Dashboard | 528:| 7863 | AudioFlux MIR Playground | 529:| 8082 | Local GitHub API Shim (Sveltia CMS) | 530:| 55155 | Hugo Sveltia Lab (`dv` user, HTTP) | 531:| 55156 | Hugo Sveltia Lab (`dv` user, HTTPS) | 532:| 55211 | Hugdown GOMA (Hugo SSG) | 533:| 55212 | Hugdown GOMA LiveReload | 534:| 55220 | Hugdown GIMA (Vite React) | 535:| 55433 | OMP [[infrastructure/port-19030|Langfuse]] Trace Dashboard | 536:| 55440 | Groq Registry | 537:| 55441 | Groq Full Showcase | 538:| 55442 | Jamjams OpenAI Chat Lab | 539:| 55443 | Groq Minimal Chat | 540:| 55444 | Groq Streamlined | 541:| 55446 | Groq → [[projects/langflow|Langflow]] Proxy | 542:| 55577 | Langflow | 543:| 55644 | MixBox NiceGUI / WebSocket Review Server | 544:| 55888 | Hugo [[projects/knowledgebase|Knowledgebase]] | 545:| 55889 | Hugo [[projects/knowledgebase|Knowledgebase]] HTTPS Proxy | 546: 547:--- 548: 549:## 8. Testing & QA 550: 551:### [[projects/mixbox|MixBox]] 552: 553:Framework: `pytest >=8.0` with `pytest-asyncio` (`asyncio_mode = "auto"`), `pytest-cov`. 554:Test paths: `tests/` and `packages/*/tests/`. 555: 556:**Custom markers** (all declared in `pyproject.toml`): 557: 558:| Marker | Description | 559:|---|---| 560:| `slow` | Resource-intensive tests | 561:| `integration` | Touches IO / mixing pipeline | 562:| `rotation` | Full-set regression (10+ min, needs `tunes/`) | 563:| `perf` | Benchmark-like performance checks | 564:| `viz` | Requires matplotlib (optional dep) | 565: 566:**Quality Gate** (`scripts/rotation_quality_gate.py`) compares to 567:`output/rotation/baseline_{mode}.json`: 568: 569:| Metric | Micro | Afro | 570:|---|---|---| 571:| Beat-Phase Correction P95 | ≤ 10 ms | ≤ 260 ms | 572:| Clipping Ratio | ≤ 0.001 | ≤ 0.001 | 573:| Energy Dip | ≤ 3 dB | ≤ 6 dB | 574:| Wall-Time Regression | ≤ 1.25× baseline | ≤ 1.25× baseline | 575: 576:NEVER suppress tests to make a build pass. Run unit tests before integration/rotation. 577: 578:### [[projects/audioflux|AudioFlux]] 579: 580:bash
581:python -c “exec(open(‘test_comprehensive.py’).read())”
582: 583:Validates all MIR components end-to-end with real audio data. 584: 585:### [[projects/storymatrix|StoryMatrix]] 586: 587:Framework: `pytest` + `pytest-asyncio` + `pytest-mock` + `pytest-snapshot`. 588: 589:- **Cost gating**: Set `APP__DEV_LOCAL_ONLY=true` to force offline mock adapters. 590: Paid APIs (ElevenLabs, PlayAI) MUST NOT be called during standard tests. 591:- **Snapshot testing**: `tests/integration/test_golden_path.py` compares outputs to stored 592: snapshots. After intentional logic changes: verify the diff, then run 593: `pytest --snapshot-update` to re-baseline. UUIDs and timestamps are auto-masked in snapshots. 594:- **Coverage target**: >80%. All new infrastructure adapters must have a mock/stub in 595: `tests/conftest.py`. 596: 597:### [[projects/hugdown|Hugdown]] 598: 599:bash
600:node test-e2e.js
601: 602:Puppeteer suite validates CORS JSON integrations, shortcode hydration, and theme rendering. 603:
604:
605:---
606:
607:## Critical Files & Anchors
608:
609:These five files are most likely to cause confusion if read incorrectly:
610:
611:1. /home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py — Every new
612: config.yaml key must have a type declaration here (Pydantic); absence causes runtime failure.
613:2. /home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py — All new
614: adapters wired here with lazy inner imports; violating this pattern causes C-extension crashes.
615:3. /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh — Port assignments for GOMA/GIMA/LiveReload are
616: hardcoded here (55211/55220/55212); must match goma/hugo.toml and gima/vite.config.ts.
617:4. /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_utils.py — Single source of truth for all
618: MIR algorithms; never add librosa or AudioFlux imports anywhere in this project.
619:5. /home/dev/audio/[[projects/mixbox|MixBox]]/uv.lock — Do not edit manually; always use uv sync --all-packages.
620:
621:---
622:
623:## Verification
624:
625:After the implementer writes the file, verify with:
626:
627:bash 628:wc -l /home/dev/AGENTS.md # Should be approximately 340–380 lines 629:head -1 /home/dev/AGENTS.md # Must be: # Repository Guidelines 630:grep "55440" /home/dev/AGENTS.md # Must appear (groq-registry port, absent in old file) 631:grep "mastering" /home/dev/AGENTS.md # Must appear (absent in old file) 632:grep "5173" /home/dev/AGENTS.md # Must appear (React timeline port, absent in old file) 633:grep "conda" /home/dev/AGENTS.md # Must appear ([[projects/mugen|MUGEN]] pip/conda, corrected from old file) 634:grep -c "password\|secret\|api_key\|sk-\|gsk_\|lsv2" /home/dev/AGENTS.md 635:# Must output 0 — no credential values in file 636:
637:
638:---
639:
640:## Assumptions
641:
642:- port-19030|Langfuse Dashboard)]] for OMP Langfuse Trace Dashboard is retained from the existing AGENTS.md
643: (confirmed in memory summary as 55434/19030 for OTLP; 55433 is the UI dashboard — keep both
644: labels consistent with what the existing file stated, as the distinction is tooling-internal).
645:- testing/soupz/ description kept as “web-scraping test configs” (agent confirmed it is a data
646: output dir for scraped lyrics; this matches close enough — if user wants to correct, they can
647: edit post-generation).
648:- MUGEN’s port for the Gradio WebUI is not pinned in the source — not listed in the port table.
649: If the user pins it later, add it to the map and the service description.
650:

🤖 Toolresult

🤖 Assistant

Good. Now let me do targeted reads to catch things I missed — particularly MixBox’s NiceGUI MVVM pattern, the out/ vs outputs/ discrepancy in StoryMatrix, and any files I haven’t verified.

🤖 Toolresult

modules/ 3mo ago
- pycache/ 3mo ago
- application_showcase.py 26.2KB 3mo ago
- realtime_processing.py 17.3KB 3mo ago
- mir_playground.py 5.7KB 10mo ago
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utils/ 3mo ago
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- classification_viz.py 3.7KB 3mo ago
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- advanced_ui.py 21.2KB 10mo ago
- error_handler.py 15.0KB 10mo ago
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- mock_audioflux.py 7.5KB 10mo ago
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main_unified.py 28.4KB 3mo ago
assets/ 10mo ago
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test_results.json 27.9KB 10mo ago
logs/ 10mo ago
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test_unified_dashboard.py 16.4KB 10mo ago
static/ 10mo ago
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main.py 4.5KB 10mo ago

🤖 Toolresult

outputs/ 1w ago
- 202606100115_20260610031538_test_story/ 1w ago
- 202606100032_The_Quest_for_Clarity/ 1w ago
- 202606100028_The_Test_of_Valor/ 1w ago
- 202606100018_The_Test_of_Courage/ 1w ago
- 202606092351_The_Initiates_Quest/ 1w ago
- 202606092339_20260610013955_test_story/ 1w ago
- 202606092320_20260610012012_test_story/ 1w ago
- 202606092313_20260610011338_test_story/ 1w ago
- 202606092306_20260610010637_test_story/ 1w ago
- 202606092253_20260610005349_test_story/ 1w ago
- 202606092244_The_Quest_of_the_Testing_Hero/ 1w ago
- … 9 more
- 202511130303_20251113040334_test_story/ 7mo ago
tests/ 1w ago
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- crew/ 7mo ago
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- … 10 more
- test_sanity.py 46B 9mo ago
test_di.py 238B 1w ago
AGENTS.md 5.7KB 1w ago
fix_int.py 927B 1w ago
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fix_llm.py 670B 1w ago
fix_indent.py 1.1KB 1w ago
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fix_pipe2.py 1.6KB 1w ago
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- 0.12.11/ 1w ago
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data/ 1w ago
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test_debug_di3.py 637B 1w ago
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pyproject.toml 10.3KB 1w ago
out/ 3mo ago
- 202602281936_Das_absurde_Abenteuer_von_Dicker_Gunther/ 3mo ago
- 202602281928_Das_absurde_Abenteuer_von_Dicker_Gunther_und_seinen_Freunden/ 3mo ago
- 202602120736_Das_verruckte_Abenteuer/ 4mo ago
- 202602120704_Die_absurde_Suche_nach_dem_verlorenen_Schnurrbart/ 4mo ago
- 202602120458_Das_absurde_Abenteuer_von_Dicker_Gunther_und_seinen_verruckten_Begleitern/ 4mo ago
- 202602120449_Das_absurdeste_Abenteuer/ 4mo ago
- 202602120440_Das_absurde_Abenteuer_des_Dicker_Gunther/ 4mo ago
- 202602120435_Die_seltsame_Reise_des_Dicker_Gunther/ 4mo ago
- 202602030721_Rap_Battle_of_Fools/ 4mo ago
- 202602030714_Die_Schnullerfabrik_von_Muffelhausen_Eine_absurde_Debatte/ 4mo ago
- 202601090806_Das_verruckte_Abenteuer_von_Dicker_Gunther_und_seinen_Freunden/ 5mo ago
- … 56 more
- 202510120124_Die_unsinnige_Debatte_in_der_Schnullerfabrik/ 8mo ago
WALL-OF-FAME.md 48.1KB 4mo ago
config/ 4mo ago
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[1 results limit reached. Use limit=2 for more]

🤖 Assistant

Critical corrections found. Now synthesizing all gaps identified:

Bugs and inaccuracies in the current plan’s embedded AGENTS.md content:

StoryMatrix output dirs: Both outputs/ (recent, 1 week ago) AND out/ (3 months ago, 56+ legacy runs) exist — but the StoryMatrix AGENTS.md says artifacts go to out/ (final audio) and the plan currently says “outputs/ (timestamped dirs). Legacy runs also in out/” — this is inverted. out/ is the canonical final artifact dir per the StoryMatrix AGENTS.md; outputs/ appears to be newer timestamped runs. Need to match what the authoritative sub-project file says.
AudioFlux utils path: The actual utils file is app/utils/audio_processor.py (18.1KB, recently edited), NOT app/utils/audio_utils.py. The current plan has the wrong filename in multiple places (Conventions section, Key Directories, Important Files, Critical Files & Anchors).
MixBox MVVM pattern: MixBox AGENTS.md mentions “UI state follows an MVVM (Model-View-ViewModel) pattern” — this was omitted from the plan’s conventions section.
MixBox nightly validation command: uv run pytest -m "not rotation and not slow" -q is a distinct named command in MixBox AGENTS.md but is missing from the plan’s commands.
AudioFlux unified entry point: The app/ dir shows main_unified.py (not unified_main.py) — need to verify which is correct.

🤖 Toolresult

[active/StoryMatrix/AGENTS.md#3034]
9:## Architecture & Data Flow
…
18:Data Flow:
19:GenerateStoryRequest → StoryProductionContext initialized → CrewAI Story Plan Generated → Pipeline Stages Executed (TTS, SFX fetching) → AudioDirector calculates Timeline (microsecond precision) → FFmpeg/Pydub assembles stems → Final artifacts written to out/.
20:
21:## Key Directories
22:
23:- src/[[projects/storymatrix|StoryMatrix]]/domain/: Enterprise entities and strict Pydantic v2 models.
24:- src/[[projects/storymatrix|StoryMatrix]]/application/: Pipeline orchestrators and abstract service interfaces (interfaces/).
25:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/: Adapters, DB schemas, and Dependency Injection wiring.
26:- src/[[projects/storymatrix|StoryMatrix]]/crew/: CrewAI definitions. Note: Agent/Task behaviors are defined in YAML files under src/[[projects/storymatrix|StoryMatrix]]/crew/configs/.
27:- src/[[projects/storymatrix|StoryMatrix]]/config/: Configuration loaders and layered Pydantic-Settings models.
28:- tests/integration/snapshots/: Golden-path test references.
29:- out/: Final generation artifacts (NEVER use temp workspaces for final audio; write directly here).
30:
31:## Development Commands
32:
…
48:

[Showing lines 18-32 of 98. Use :33 to continue]

🤖 Toolresult

/home/dev/audio/AudioFlux/mir_playground_standalone.py
/home/dev/audio/AudioFlux/app/main.py
/home/dev/audio/AudioFlux/app/main_unified.py
/home/dev/audio/AudioFlux/app/test_unified_dashboard.py

Wall time: 0.34 seconds

🤖 Assistant

All errors confirmed. Now I have the complete picture of what needs fixing:

AudioFlux unified entry is app/main_unified.py — plan says app/unified_main.py ✗ in two places
AudioFlux utils path is app/utils/audio_processor.py — plan says app/utils/audio_utils.py ✗ in four places
StoryMatrix final dir is out/ per AGENTS.md — plan has the wording inverted (outputs/ described as primary, out/ as legacy) ✗
MixBox MVVM missing from conventions
MixBox nightly test command missing: uv run pytest -m "not rotation and not slow" -q
StoryMatrix key dir missing: src/[[projects/storymatrix|StoryMatrix]]/config/ — config loaders + Pydantic-Settings models
StoryMatrix snapshot dir missing: tests/integration/snapshots/
StoryMatrix data dir missing: data/ contains [[projects/storymatrix|StoryMatrix]].db, audio_metadata.db

Now rewriting the plan with all corrections applied:

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Thinking Process

Let me review the two advisories carefully:

AudioFlux entry point filename: The advisory says the plan’s embedded AGENTS.md still has unified_main.py in three places (the table, dev commands, pkill). But wait — I already corrected this in the latest version of the plan! Let me check:

Looking at the plan file content I just wrote:

In Section B table: app/main_unified.py ✓

In AudioFlux dev commands: python app/main_unified.py & ✓

pkill pattern: pkill -f "main.py|main_unified.py|mir_playground_standalone.py" ✓
So the AudioFlux fix is already in the new plan — the advisory might be based on an earlier version.

StoryMatrix out/ vs outputs/: The advisory claims there’s no out/ directory on disk, but I actually saw it in the directory listing! Let me double-check what I found in the StoryMatrix folder — there’s definitely an out/ directory with timestamped subdirectories inside it.

AND there’s also outputs/ with more recent activity from a week ago, while out/ has runs from three months back.

The advisory says only outputs/ exists on the filesystem, but that contradicts what I read directly from the listing. Both directories are there. The real question is which one is the current canonical output directory — the AGENTS.md file points to out/, but the filesystem shows outputs/ has the more recent timestamped runs.

Looking at my current plan, I’m already handling this correctly in the Assumptions section by acknowledging the discrepancy between what the documentation says and what the filesystem actually shows. The filesystem evidence points to outputs/ being the active write target now—it has recent runs from a week ago while out/ hasn’t been touched in three months—but the StoryMatrix documentation still claims out/ is canonical. I need to decide whether to update the guide to reflect the current pipeline behavior or flag this as an unresolved discrepancy that needs confirmation from the team. The outputs/ directory runs are also from a week ago, same timing as the AGENTS.md file itself. This suggests the documentation might have been written based on the original specification while the actual pipeline was already using outputs/, creating this mismatch. Given this genuine ambiguity, I should document both directories—keeping out/ as what AGENTS.md specifies while acknowledging that the runtime is actually writing to outputs/.

But wait, I need to reconsider the advisory more carefully. It claims out/ doesn’t exist on disk, yet I saw it in the directory listing with runs from three months ago. Since I have direct evidence that out/ exists, I should trust my own observation over the advisory’s claim. Let me review the updated plan again to see how it’s currently handling these directories. and in the pkill command I’m checking that both main_unified.py and the other scripts are included, which they are. The advisory might be working from an older version of the plan since I’ve already corrected the AudioFlux reference to use the right file path. For the out/ directory concern, I’ve confirmed it exists on disk, so I can keep that documentation as-is.

Looking at the actual evidence though—outputs/ has recent runs from the past week while out/ only has runs from three months ago—I should update the plan to clarify that outputs/ is where the current pipeline actually writes its timestamped directories, and out/ is a legacy directory that’s no longer actively used. I’ll remove the instruction to write final artifacts to out/ since the evidence contradicts that, though the Assumptions section already handles this gracefully enough.

I also need to double-check the AudioFlux issue by reviewing my latest plan carefully to verify whether main_unified.py is actually in all three required places as the advisory suggests it should be.

Two things to verify before acting: first, confirm the AudioFlux fix is already in the latest plan (I corrected it during the rewrite); second, for out/ — I did see it in the directory listing with 3-month-old runs, but the advisory is right that outputs/ holds all recent activity. Let me read the exact lines from the latest plan and the filesystem to settle both.

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94:# Workspace Tree
95:
96:```text
97:/home/dev/
98:├── audio/
99:│ ├── MixBox/ ← DJ Workstation (uv workspace; NiceGUI mixbox|MixBox NiceGUI)]], React mixbox|MixBox React Dev)]])
100:│ ├── AudioFlux/ ← Gradio MIR apps (ports 7860, 7861, 7863)
101:│ ├── broadcast/ ← Icecast/Liquidsoap setup
102:│ └── nicegui/ ← NiceGUI demo & fork
103:├── Knowledgebase/ ← Hugo + Sveltia CMS (ports 55888, 55889, 8082)
104:├── Hugdown/ ← Hybrid Hugo (55211) & Vite React (55220) hydration framework
105:├── py/
106:│ ├── flow/ ← Langflow (langflow|Langflow Workspace)]])
107:│ ├── GroqGradio/ ← Gradio Groq apps (ports 55440–55441, 55443–55444, 55446)
108:│ ├── gradiomulti/ ← Jamjams OpenAI Chat Lab via OpenRouter (jamjams|Jamjams OpenAI Chat Lab)]])
109:│ ├── MUGEN/ ← Music Video Generator core library (pip/conda)
110:│ ├── mugen-webui/ ← Gradio WebUI for MUGEN
111:│ ├── alab/ ← AgentLaboratory multi-agent research
112:│ ├── soup/ ← Knowledge-base scraping project
113:│ ├── yt-dlp/ ← Customised YouTube downloader

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246:# I. StoryMatrix (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/)
…
254:
255:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — Pure entities (Story, Scene, Segment, value objects). ZERO
256: external deps except pydantic v2, typing, uuid.
257:- src/[[projects/storymatrix|StoryMatrix]]/application/ — Use cases (GenerateStoryUseCase), DTOs,
258: StoryProductionContext (pipeline state). Depends only on domain + abstract interfaces.
259:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/ — Concrete adapters (LLM, TTS, SFX, FFmpeg), SQLite repos,
260: monolithic DI container.py (lazy inner imports — see Conventions).
261:- src/[[projects/storymatrix|StoryMatrix]]/crew/ — CrewAI workflows. Agent/task behaviours in YAML under
262: src/[[projects/storymatrix|StoryMatrix]]/crew/configs/.
263:- src/[[projects/storymatrix|StoryMatrix]]/config/ — Layered config loaders and Pydantic-Settings models.
264:
265:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
266:(TTS, SFX) → AudioDirector timeline → FFmpeg/Pydub assembly → final artifacts written to out/.
267:
268:---
269:
270:# J. Active Sandbox (/home/dev/active/)
271:
272:| Project | Tech | Notes |
273:|---|---|---|
274:| ai-town/ | Convex + React + Pixi.js | Jest tests; npm run dev + npx convex dev |
275:| ebay-sniper/ | Python/Docker | Dockerised, systemd-managed |
276:| daisystory/ | Tailwind + Storybook | UI component playground |
277:| fun/ funday/ | Node/Express | ./start-funday.sh |
278:
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280:

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202510120124_Die_unsinnige_Debatte_in_der_Schnullerfabrik/
202510120502_The_Punny_Quest/
202510120713_Die_schlupfrige_Debatte_der_Schnullerfabrik/
202510122259_The_Musical_Misadventure_of_the_Jesters/
202510130039_20251013023900_untitled_story/
202510201503_The_Jesters_Journey/
202510201511_The_Rhythm_of_Laughter/
202510201522_Die_absurde_Debatte_in_Muffelhausen/
202510261652_The_Musical_Joke/
202510261722_Dancing_Paws_in_France/
202510261730_Astro-Doggies_Cosmic_Breeze/
202510261857_Galactic_Guffaws_The_Farting_Canine_Chronicles/
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0 files, 68 dirs
202511130303_20251113040334_test_story/
202511130404_The_Quest_of_the_Test_Hero/
202511130412_Odyssey_of_the_Unknown/
202602120347_The_Quest_of_the_Unknown/
202602120351_The_Testing_Grounds/
202602120354_The_Test_of_Throth/
202602120357_20260212045718_test_story/
202602120357_The_Test_of_Courage/
202606092226_20260610002640_test_story/
202606092229_20260610002904_test_story/
202606092244_The_Quest_of_the_Testing_Hero/
202606092253_20260610005349_test_story/
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0 files, 21 dirs
[raw output: artifact://2]

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130:# A. MixBox (/home/dev/audio/[[projects/mixbox|MixBox]]/)
…
147:
148:Additional directories:
149:- mastering/ — CPU-first AI audio enhancement pipeline (diagnose → denoise → super-res →
150: restore → master → visualize) using NovaSR/LavaSR models.
151:- deploy/ — Systemd services, Nginx configs, nightly validation script
152: deploy/scripts/run-validation-gate.sh.
153:- user/opendaw-test/ — Vite + React timeline review frontend (dev: mixbox|MixBox React Dev)]]).
154:- tests/ — Consolidated suite (unit, integration, smoke, rotation).
155:- scripts/ — rotation_quality_gate.py, run_afro_mix.py, run_transition_test.py.
156:
157:---
158:
159:# B. AudioFlux Showcase (/home/dev/audio/[[projects/audioflux|AudioFlux]]/)
160:
161:Three simultaneous Gradio apps. All MIR algorithms are custom NumPy/SciPy — librosa and
162:[[projects/audioflux|AudioFlux]] are commented out in requirements.txt; they appear only as try/except optional
163:fallbacks in app/utils/audio_processor.py and must never be imported at the top level.
164:
165:| App | Port | Entry point | Description |
166:|---|---|---|---|
167:| Main | 7860 | app/main.py | 6-module educational dashboard |
168:| Unified | 7861 | app/main_unified.py | Card-based unified dashboard |
169:| MIR Playground | 7863 | mir_playground_standalone.py | Zero-click auto-analysis |
170:
171:MIR methods: spectral flux onset detection, autocorrelation pitch tracking, inter-onset interval
172:tempo analysis. Visualizations via Plotly.
173:
174:---
175:
176:# C. Hugdown / GIGO (/home/dev/[[projects/hugdown|Hugdown]]/)
177:
178:Hybrid React-Hugo hydration framework:
…
193:

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288:## 3. Key Directories
…
318:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — pure entities
…
328:- outputs/ — timestamped pipeline run directories (operational log, not final delivery)
329:
330:---
331:
332:## 4. Development Commands
333:
334:Always run from the project root listed.
335:
336:# MixBox (/home/dev/audio/[[projects/mixbox|MixBox]]/)
337:
338:bash 339:uv sync --all-packages # Sync all workspace packages 340:uv run ruff check . --fix # Lint + auto-fix 341:uv run pytest -m "not rotation" # Fast suite (excludes rotation) 342:uv run pytest -m "not rotation and not slow" -q # Nightly smoke+integration only 343:uv run pytest -m rotation # Full rotation (10+ min, needs tunes/) 344:uv run python scripts/rotation_quality_gate.py micro # Quality regression check 345:uv run python scripts/rotation_quality_gate.py afro 346:uv run python scripts/rotation_quality_gate.py micro --update-baseline 347:uv run python -m [[projects/mixbox|MixBox]].gui # NiceGUI operator view ([[infrastructure/port-55644|Port 55644 ([[projects/mixbox|MixBox]] NiceGUI)]]) 348:uv run python -m [[projects/mixbox|MixBox]].review_server --port 55644 # WebSocket review server 349:npm --prefix user/opendaw-test run dev -- --host 0.0.0.0 --port 5173 # React timeline UI 350:uv run hitscan -i tunes/song.mp3 # Run MIR analyzer on a track 351:
352:
353:# AudioFlux (/home/dev/audio/[[projects/audioflux|AudioFlux]]/)
354:
355:bash 356:source .venv/bin/activate 357:uv pip install -r requirements.txt 358:python app/main.py & # [[infrastructure/port-7860|Port 7860 (AudioFlux Main)]] 359:python app/main_unified.py & # [[infrastructure/port-7861|Port 7861 (AudioFlux Unified)]] 360:python mir_playground_standalone.py & # [[infrastructure/port-7863|Port 7863 (AudioFlux MIR Playground)]] 361:python -c "exec(open('test_comprehensive.py').read())" # Validate MIR engine 362:pkill -f "main.py|main_unified.py|mir_playground_standalone.py" 363:
364:
365:# Hugdown (/home/dev/[[projects/hugdown|Hugdown]]/)
366:
367:bash 368:./gigo-start.sh # Start GOMA + GIMA (Ctrl-C or gigo-stop.sh to stop) 369:./gigo-stop.sh 370:./build-all.sh # Build Vite + Hugo 371:node test-e2e.js # Puppeteer E2E suite 372:
373:
374:# Langflow (/home/dev/py/flow/)
375:
376:bash 377:# Via systemd (preferred): 378:systemctl --user start [[projects/langflow|Langflow]].service 379:journalctl --user -u [[projects/langflow|Langflow]] -f 380:# Manual: 381:[[projects/langflow|Langflow]] run --host 0.0.0.0 --port 55577 382:
383:
384:# Groq + Gradio (/home/dev/py/[[projects/groqgradio|GroqGradio]]/)
385:
386:bash 387:systemctl --user start groq-registry.service 388:systemctl --user start groq-main.service 389:systemctl --user start groq-minimal.service 390:systemctl --user start groq-streamlined.service 391:systemctl --user start groq-langflow.service 392:journalctl --user -u groq-main -f 393:
394:
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422:

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288:## 3. Key Directories
…
307:- app/ — Gradio app modules
308:- app/utils/audio_processor.py — all custom MIR algorithms (no librosa/AudioFlux top-level
309: imports permitted anywhere in this project)
310:
311:Hugdown (/home/dev/[[projects/hugdown|Hugdown]]/):
312:- goma/ — Hugo backend
313:- gima/ — Vite React library (markdown-to-image)
314:- .pids/ — PID files (auto-managed by gigo-start.sh)
315:- .logs/ — service logs
316:
317:StoryMatrix (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/):
318:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — pure entities
319:- src/[[projects/storymatrix|StoryMatrix]]/application/ — orchestrators + abstract interfaces in interfaces/
320:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/ — adapters + DI container
321:- src/[[projects/storymatrix|StoryMatrix]]/crew/ — CrewAI definitions + YAML configs in crew/configs/
322:- src/[[projects/storymatrix|StoryMatrix]]/config/ — config loaders + Pydantic-Settings models
323:- tests/unit/, tests/integration/ — test pyramid
324:- tests/integration/snapshots/ — golden-path test references
325:- config/ — YAML generation config presets (Eleven3_German.yaml, de_piper.yaml, etc.)
326:- data/ — [[projects/storymatrix|StoryMatrix]].db, audio_metadata.db, voice_profiles/, chroma_db/
327:- out/ — final generation artifacts (write here; NEVER use temp workspaces for final audio)
328:- outputs/ — timestamped pipeline run directories (operational log, not final delivery)
329:
330:---
331:
332:## 4. Development Commands
333:
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423:## 5. Code Conventions & Common Patterns
…
448:# StoryMatrix (Python)
…
450:- Architecture rule: Domain layer has ZERO external imports except pydantic v2, typing,
…
452:- Lazy DI (prevents C-extension crashes on CPU-only server) — use inner imports inside
…
454: python 455: # REQUIRED PATTERN inside container.py … 459:
460:- UUID5 for deterministic asset IDs:
461: python 462: import uuid 463: NAMESPACE = uuid.UUID('6ba7b810-9dad-11d1-80b4-00c04fd430c8') 464: char_id = uuid.uuid5(NAMESPACE, f"storymatrix_character_{name.lower().strip()}") 465:
466:- Config precedence: CLI flags > storymatrix_config.yaml > .env > Pydantic defaults.
467: Never hardcode config values; always inject StoryMatrixConfig via the DI container.
468:- Async: async def/await for all adapter calls. CLI entry points use asyncio.run().
469:- Paths: Always absolute — pathlib.Path.resolve() or os.path.abspath(). Never rely on
470: relative CWD.
471:- Final output: Write final audio artifacts to out/. The outputs/ directory is for
472: timestamped pipeline run logs, not delivery artifacts.
473:
474:# Hugdown (Frontend)
475:
476:- CDN hydration (Pattern 1): Load React via import maps → https://esm.sh/react@18 and
477: https://esm.sh/react-dom@18 inside layouts/shortcodes/. Prevents bundling mismatches.
478:- Strict port assignments: GOMA=55211, GIMA=55220, LiveReload=55212. All three must be
479: consistent across gigo-start.sh, goma/hugo.toml, and gima/vite.config.ts.
480:
481:---
482:
483:## 6. Important Files
484:
485:MixBox:
486:- /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml — workspace config, ruff rules, pytest markers
487:- /home/dev/audio/[[projects/mixbox|MixBox]]/config.yaml — runtime config (transitions, DSP params, output paths)
488:- /home/dev/audio/[[projects/mixbox|MixBox]]/uv.lock — deterministic dep graph; do not edit manually
489:- /home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py — Pydantic config
490: models; every config.yaml key must have a type declaration here
491:- /home/dev/audio/[[projects/mixbox|MixBox]]/scripts/rotation_quality_gate.py — regression gate
492:- /home/dev/audio/[[projects/mixbox|MixBox]]/deploy/scripts/run-validation-gate.sh — nightly systemd entrypoint
493:- /home/dev/audio/[[projects/mixbox|MixBox]]/docs/ARCHITECTURE.md — architecture spec
494:
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528:

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Facts settled:

AudioFlux — already correct in the plan: app/main_unified.py appears in the table (line 168), dev commands (line 359), and pkill (line 362). The advisory is based on a previous draft. ✅ No change needed.

StoryMatrix out/ vs outputs/ — confirmed by ls:

out/ exists (68 subdirs), last modified 3 months ago
outputs/ exists (21 subdirs), last modified 1 week ago (June 10)

Both dirs exist on disk. The advisory says to drop out/. However, the StoryMatrix AGENTS.md (also 1 week old, same date as outputs/ runs) explicitly says “Final artifacts written to out/.” The filesystem contradicts this — all recent runs land in outputs/.

Decision: Document outputs/ as the active pipeline write target (filesystem evidence wins over a potentially stale spec). Keep out/ documented as a legacy directory that exists but receives no recent writes. Remove the “write here” directive from out/ and remove the Convention bullet that instructs writing to out/. Update the data flow line in §I and the Assumption.

Three surgical edits needed — lines 266, 327-328, and 471-472:

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611:# StoryMatrix
…
615:- Cost-control gating: Set APP__DEV_LOCAL_ONLY=true to force offline mock adapters.
…
617:- Snapshot testing: tests/integration/test_golden_path.py compares outputs against static
…
619: diff manually, then run pytest --snapshot-update to re-baseline. UUIDs and timestamps are
620: automatically masked in snapshot comparisons.
621:- Coverage target: >80%. All new infrastructure adapters must have a mock/stub in
622: tests/conftest.py.
623:
624:# Hugdown
625:
626:bash 627:node test-e2e.js 628:
629:
630:Puppeteer suite validates CORS JSON integrations, Hugo shortcode hydration, and theme rendering.
631: 632: 633:--- 634: 635:## Critical Files & Anchors 636: 637:1. `/home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_processor.py` — The real utils filename (not 638: `audio_utils.py`); single source of truth for MIR algorithms; the `try/except` librosa/[[projects/audioflux|AudioFlux]] 639: fallbacks live here and must not be replicated elsewhere. 640:2. `/home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py` — Every new 641: `config.yaml` key must have a Pydantic type declaration here; absence causes runtime failure. 642:3. `/home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py` — All new 643: adapters wired here using the lazy inner import pattern; violating it causes C-extension crashes. 644:4. `/home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh` — Port assignments for GOMA/GIMA/LiveReload hardcoded here; 645: must stay in sync with `goma/hugo.toml` and `gima/vite.config.ts`. 646:5. `/home/dev/audio/[[projects/mixbox|MixBox]]/uv.lock` — Do not edit manually; regenerate only with 647: `uv sync --all-packages`. 648: 649:--- 650: 651:## Verification 652: 653:Run the following from any shell after the `write` call: 654: 655:bash
656:# 1. Title check — must be exact
657:head -1 /home/dev/AGENTS.md
658:# Expected: # Repository Guidelines
659:
660:# 2. New facts absent in old file — all must return at least one match
661:grep -c “mastering” /home/dev/AGENTS.md # MixBox mastering/ dir
662:grep -c “5173” /home/dev/AGENTS.md # React timeline port
663:grep -c “55440” /home/dev/AGENTS.md # groq-registry port (new)
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678:wc -l /home/dev/AGENTS.md # Expect 350–420 lines
679:```
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682:

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1:# Workspace AGENTS.md — Regeneration Plan
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574:## 8. Testing & QA
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624:# Hugdown
…
681:---
682:
683:## Assumptions & Contingencies
684:
685:- port-19030|Langfuse Dashboard)]] for OMP Langfuse Trace Dashboard retained from existing AGENTS.md. Memory summary
686: references 55434/19030 for OTLP endpoints — these are the ingest ports, 55433 is the UI. If the
687: user corrects this, update only the Port Allocation Map row.
688:- testing/soupz/: The explore agent reported “scraped lyrics data output dir”; described
689: here as “web-scraping data and test configs” (matching its functional role). If purely a data
690: dump with no test infrastructure, the user can edit this one line.
691:- MUGEN Gradio WebUI port: webui.py does not pin a port in the first 30 lines per the
692: PyProjects agent; not listed in the port table. If the user pins it, add a row to the Port
693: Allocation Map and a note in §G.
694:- out/ vs outputs/: Per StoryMatrix AGENTS.md (“Final artifacts written to out/”), out/
695: is canonical delivery; outputs/ holds timestamped pipeline run directories. If the pipeline
696: has been migrated to write finals to outputs/, update both the Key Directories table and the
697: Conventions bullet in §5 to match.
698:

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Now I have exact line numbers for all four changes needed. Making precise edits:

Line 266: Data flow line says “final artifacts written to out/” → change to outputs/
Line 327: out/ key dir bullet with “write here” directive → demote to legacy note
Line 328: outputs/ line → promote to active write target
Line 471-472: Convention bullet saying “Write final audio artifacts to out/” → correct
Lines 694-697: Assumption → update since we’ve now resolved this

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255:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — Pure entities (Story, Scene, Segment, value objects). ZERO

263:- src/[[projects/storymatrix|StoryMatrix]]/config/ — Layered config loaders and Pydantic-Settings models.
264:
265:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
266:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
267:(TTS, SFX) → AudioDirector timeline → FFmpeg/Pydub assembly → final artifacts written to outputs/.
268:
269:---

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246:# I. StoryMatrix (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/)
…
255:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — Pure entities (Story, Scene, Segment, value objects). ZERO
…
261:- src/[[projects/storymatrix|StoryMatrix]]/crew/ — CrewAI workflows. Agent/task behaviours in YAML under
262: src/[[projects/storymatrix|StoryMatrix]]/crew/configs/.
263:- src/[[projects/storymatrix|StoryMatrix]]/config/ — Layered config loaders and Pydantic-Settings models.
264:
265:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
266:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
267:(TTS, SFX) → AudioDirector timeline → FFmpeg/Pydub assembly → final artifacts written to outputs/.
268:
269:---
270:
271:# J. Active Sandbox (/home/dev/active/)
272:
273:| Project | Tech | Notes |
…
278:| fun/ funday/ | Node/Express | ./start-funday.sh |
…
281:

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🤖 Assistant

Line 265 is a duplicate of the old line. The SWAP landed on 266 but the original line 265 was a continuation. Need to delete the duplicate at line 265.

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#94AF]
255:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — Pure entities (Story, Scene, Segment, value objects). ZERO

263:- src/[[projects/storymatrix|StoryMatrix]]/config/ — Layered config loaders and Pydantic-Settings models.
264:
265:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
266:(TTS, SFX) → AudioDirector timeline → FFmpeg/Pydub assembly → final artifacts written to outputs/.
267:

🤖 Assistant

Thinking Process

The advisory confirms my current wording is correct. Let me now continue with the remaining edits to the plan file. I need to:

Fix lines 327-328: Key Directories section - out/ bullet with “write here” directive and outputs/ bullet

Fix lines 471-472: Convention bullet saying “Write final audio artifacts to out/”

Fix lines 694-697: Update the Assumption about out/ vs outputs/

Let me re-read those sections with the updated line numbers (after the previous edits changed the numbering slightly).

Good — the advisory confirms the wording. The code has a genuine split: config/models.py defaults out/, but pipeline_coordinator.py inline fallback is outputs/ (what all recent runs actually used). “Active pipeline target = outputs/; config-model default = out/” is the precise truth.

Now finishing the remaining three edits with the current tag:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#94AF]
288:## 3. Key Directories
…
318:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — pure entities
…
323:- tests/unit/, tests/integration/ — test pyramid
324:- tests/integration/snapshots/ — golden-path test references
325:- config/ — YAML generation config presets (Eleven3_German.yaml, de_piper.yaml, etc.)
326:- data/ — [[projects/storymatrix|StoryMatrix]].db, audio_metadata.db, voice_profiles/, chroma_db/
327:- out/ — final generation artifacts (write here; NEVER use temp workspaces for final audio)
328:- outputs/ — timestamped pipeline run directories (operational log, not final delivery)
329:
330:---
331:
332:## 4. Development Commands
333:
334:Always run from the project root listed.
335:
…
422:

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#94AF]
448:# StoryMatrix (Python)
…
450:- Architecture rule: Domain layer has ZERO external imports except pydantic v2, typing,
…
466:- Config precedence: CLI flags > storymatrix_config.yaml > .env > Pydantic defaults.
467: Never hardcode config values; always inject StoryMatrixConfig via the DI container.
468:- Async: async def/await for all adapter calls. CLI entry points use asyncio.run().
469:- Paths: Always absolute — pathlib.Path.resolve() or os.path.abspath(). Never rely on
470: relative CWD.
471:- Final output: Write final audio artifacts to out/. The outputs/ directory is for
472: timestamped pipeline run logs, not delivery artifacts.
473:
474:# Hugdown (Frontend)
475:
476:- CDN hydration (Pattern 1): Load React via import maps → https://esm.sh/react@18 and
477: https://esm.sh/react-dom@18 inside layouts/shortcodes/. Prevents bundling mismatches.
478:- Strict port assignments: GOMA=55211, GIMA=55220, LiveReload=55212. All three must be
479: consistent across gigo-start.sh, goma/hugo.toml, and gima/vite.config.ts.
480:
…
482:

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#94AF]
1:# Workspace AGENTS.md — Regeneration Plan
…
683:## Assumptions & Contingencies
…
685:- port-19030|Langfuse Dashboard)]] for OMP Langfuse Trace Dashboard retained from existing AGENTS.md. Memory summary
…
688:- testing/soupz/: The explore agent reported “scraped lyrics data output dir”; described
689: here as “web-scraping data and test configs” (matching its functional role). If purely a data
690: dump with no test infrastructure, the user can edit this one line.
691:- MUGEN Gradio WebUI port: webui.py does not pin a port in the first 30 lines per the
692: PyProjects agent; not listed in the port table. If the user pins it, add a row to the Port
693: Allocation Map and a note in §G.
694:- out/ vs outputs/: Per StoryMatrix AGENTS.md (“Final artifacts written to out/”), out/
695: is canonical delivery; outputs/ holds timestamped pipeline run directories. If the pipeline
696: has been migrated to write finals to outputs/, update both the Key Directories table and the
697: Conventions bullet in §5 to match.
698:

🤖 Assistant

All three targets confirmed. Now applying all three edits against tag #94AF:

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#BCF2]
318:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — pure entities

325:- config/ — YAML generation config presets (Eleven3_German.yaml, de_piper.yaml, etc.)
326:- data/ — [[projects/storymatrix|StoryMatrix]].db, audio_metadata.db, voice_profiles/, chroma_db/
327:- outputs/ — active pipeline write target; all recent runs land here as timestamped subdirs
328:- out/ — legacy delivery dir (exists on disk; Pydantic config model default is out/, but
329: pipeline_coordinator.py inline fallback overrides to outputs/; no recent writes)
330:
331:---

🤖 Assistant

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#FF61]
449:# StoryMatrix (Python)

451:- Architecture rule: Domain layer has ZERO external imports except pydantic v2, typing,

470:- Paths: Always absolute — pathlib.Path.resolve() or os.path.abspath(). Never rely on
471: relative CWD.
472:- Output directories: The active pipeline target is outputs/ (timestamped subdirs);
473: out/ is the Pydantic config-model default but has not received writes in 3+ months.
474: Do not mix the two: check pipeline_coordinator.py output_dir resolution before adding
475: new artifact write paths.
476:
477:# Hugdown (Frontend)

485:

🤖 Assistant

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#FF61]
1:# Workspace AGENTS.md — Regeneration Plan
…
686:## Assumptions & Contingencies
…
688:- port-19030|Langfuse Dashboard)]] for OMP Langfuse Trace Dashboard retained from existing AGENTS.md. Memory summary
…
691:- testing/soupz/: The explore agent reported “scraped lyrics data output dir”; described
…
693: dump with no test infrastructure, the user can edit this one line.
694:- MUGEN Gradio WebUI port: webui.py does not pin a port in the first 30 lines per the
695: PyProjects agent; not listed in the port table. If the user pins it, add a row to the Port
696: Allocation Map and a note in §G.
697:- out/ vs outputs/: Per StoryMatrix AGENTS.md (“Final artifacts written to out/”), out/
698: is canonical delivery; outputs/ holds timestamped pipeline run directories. If the pipeline
699: has been migrated to write finals to outputs/, update both the Key Directories table and the
700: Conventions bullet in §5 to match.
701:

🤖 Assistant

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#7E02]
1:# Workspace AGENTS.md — Regeneration Plan

686:## Assumptions & Contingencies

688:- port-19030|Langfuse Dashboard)]] for OMP Langfuse Trace Dashboard retained from existing AGENTS.md. Memory summary

694:- MUGEN Gradio WebUI port: webui.py does not pin a port in the first 30 lines per the
695: PyProjects agent; not listed in the port table. If the user pins it, add a row to the Port
696: Allocation Map and a note in §G.
697:- out/ vs outputs/ (resolved): Both dirs exist on disk. outputs/ is the active
698: pipeline write target (pipeline_coordinator.py inline fallback = "outputs"). out/ is
699: the Pydantic config/models.py default (Field(default=PROJECT_ROOT / "out")) and the
700: container.py DI fallback, but has received no writes in 3+ months. The AGENTS.md sub-project
701: file saying “Final artifacts written to out/” is stale. No open question remains.

🤖 Assistant

All three edits applied cleanly. Final state of the three out/ references:

§I data flow (line 265-267): → outputs/ ✅
Key Directories (lines 327-329): outputs/ = active target, out/ = legacy with exact code explanation ✅
Conventions (lines 472-475): precise outputs/ guidance + pointer to pipeline_coordinator.py ✅
Assumptions (lines 697-701): closed as resolved, cites exact code locations ✅

AudioFlux filenames were already correct in the latest plan rewrite (main_unified.py in table, commands, and pkill). The advisory was based on the previous draft.

🤖 Toolresult

Plan ready for approval.

🤖 Assistant

🤖 Developer

🤖 Assistant

Thinking Process

Looking at the conversation, the previous plan was about generating a fresh AGENTS.md at /home/dev/AGENTS.md. The plan file has been updated with all the corrections (AudioFlux filenames, StoryMatrix out/ vs outputs/). The plan file at local://workspace-agents-plan.md has been updated and is ready.

The previous resolve calls returned “Plan ready for approval” - meaning the plan is ready but hasn’t been applied yet. I need to call resolve with action: "apply" to trigger execution.

The plan is complete and decision-ready. I should call resolve now.

The plan is decision-complete with all corrections applied. Calling resolve to trigger execution.

🤖 Toolresult

Plan ready for approval.

🤖 Assistant

Thinking Process

The advisory points out that the plan’s Context paragraph (lines 12-13) still says the wrong thing about StoryMatrix’s canonical final artifact directory. Let me read those lines and fix them.

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#7E02]
1:# Workspace AGENTS.md — Regeneration Plan
2:
3:## Context
4:
5:Regenerate /home/dev/AGENTS.md from fresh parallel codebase exploration (6 explore subagents
6:+ direct reads of 15 source files). The existing file (386 lines, 1 week old) is largely accurate
7:but has critical stale facts: MixBox gained mastering/, deploy/, and a React client on port
8:5173; StoryMatrix has a full Hexagonal architecture spec; MUGEN uses pip/conda not uv; GroqGradio
9:has a fifth registry service on Port 55440 (Groq Registry); testing/ui/ is a Turborepo/Shadcn/Vitest workspace.
10:Additionally, four errors appear in the previous draft that this version corrects: the AudioFlux
11:utils file is app/utils/audio_processor.py (not audio_utils.py), the AudioFlux unified app
12:entry point is app/main_unified.py (not unified_main.py), StoryMatrix’s canonical final
13:artifact directory is out/ not outputs/, and MixBox exposes an MVVM UI pattern and a nightly
14:validation test command not previously documented. The end state is /home/dev/AGENTS.md fully
15:overwritten with one write call. No other files are created or modified.
16:
17:---
18:
19:## Approach
20:
21:Single step: call write with path /home/dev/AGENTS.md and the exact content in the “File
22:content” section below. The implementer copies the content block verbatim — zero design decisions
23:needed.
…
48:
…
701: file saying “Final artifacts written to out/” is stale. No open question remains.

[679 more lines in resource. Use :24 to continue]

🤖 Assistant

Line 12-13 inverts the conclusion — it says out/ is canonical, but the resolved truth is outputs/ is the active pipeline target. Fixing:

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#A42F]
6:+ direct reads of 15 source files). The existing file (386 lines, 1 week old) is largely accurate

10:Additionally, four errors appear in the previous draft that this version corrects: the AudioFlux
11:utils file is app/utils/audio_processor.py (not audio_utils.py), the AudioFlux unified app
12:entry point is app/main_unified.py (not unified_main.py), StoryMatrix’s active pipeline
13:write target is outputs/ (not out/, which is the stale Pydantic config-model default with no
14:recent writes — confirmed via pipeline_coordinator.py inline fallback and filesystem evidence),
15:and MixBox exposes an MVVM UI pattern and a nightly
16:validation test command not previously documented. The end state is /home/dev/AGENTS.md fully
17:overwritten with one write call. No other files are created or modified.

🤖 Assistant

Context is now internally consistent with the rest of the plan. Resolving:

🤖 Toolresult

Plan ready for approval.

🤖 Assistant

👤 User

🤖 Assistant

Thinking Process

The user wants me to deeply analyze the current plan and make it masterfully perfect - improving it comprehensively. Let me read the full plan file to understand what’s there and what can be improved.

Let me read the complete plan file to understand everything it contains.

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#A42F]
1:# Workspace AGENTS.md — Regeneration Plan
2:
3:## Context
4:
5:Regenerate /home/dev/AGENTS.md from fresh parallel codebase exploration (6 explore subagents
6:+ direct reads of 15 source files). The existing file (386 lines, 1 week old) is largely accurate
7:but has critical stale facts: MixBox gained mastering/, deploy/, and a React client on port
8:5173; StoryMatrix has a full Hexagonal architecture spec; MUGEN uses pip/conda not uv; GroqGradio
9:has a fifth registry service on Port 55440 (Groq Registry); testing/ui/ is a Turborepo/Shadcn/Vitest workspace.
10:Additionally, four errors appear in the previous draft that this version corrects: the AudioFlux
11:utils file is app/utils/audio_processor.py (not audio_utils.py), the AudioFlux unified app
12:entry point is app/main_unified.py (not unified_main.py), StoryMatrix’s active pipeline
13:write target is outputs/ (not out/, which is the stale Pydantic config-model default with no
14:recent writes — confirmed via pipeline_coordinator.py inline fallback and filesystem evidence),
15:and MixBox exposes an MVVM UI pattern and a nightly
16:validation test command not previously documented. The end state is /home/dev/AGENTS.md fully
17:overwritten with one write call. No other files are created or modified.
18:
19:---
20:
21:## Approach
22:
23:Single step: call write with path /home/dev/AGENTS.md and the exact content in the “File
24:content” section below. The implementer copies the content block verbatim — zero design decisions
25:needed.
26:
27:Security constraint enforced: the file MUST NOT contain credential values. Only config file
28:paths and env-var key names are referenced; values are omitted.
29:
30:---
31:
32:# Grounded sources (all verified this session)
33:
34:| Source | Confirmed facts |
35:|---|---|
36:| /home/dev/audio/[[projects/mixbox|MixBox]]/AGENTS.md | ServiceRegistry DI, MVVM UI pattern, mastering/, deploy/, uv sync --all-packages, nightly pytest -m "not rotation and not slow" -q, mixbox|MixBox React Dev)]] |
37:| /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml | >=3.11, ruff >=0.4.0, pytest >=8.0.0, asyncio_mode="auto", testpaths = ["tests","packages/*/tests"], all 5 markers confirmed |
38:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/AGENTS.md | Hexagonal arch, out/ = canonical final artifact dir, lazy DI pattern, UUID5, >=3.11,<3.12, 3 entry points, src/[[projects/storymatrix|StoryMatrix]]/config/ layer |
39:| /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/ listing | main.py + main_unified.py (not unified_main.py); utils dir contains audio_processor.py (not audio_utils.py) |
40:| /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh | GOMA=55211, GIMA=55220, LiveReload=55212, .pids/, .logs/ |
41:| /home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts | port: 55220, strictPort: false, lib build markdown-to-image |
42:| /home/dev/[[projects/knowledgebase|Knowledgebase]]/hugo.toml | port 55888, hugo-book theme, baseURL = "http://0rk.de:55888/" |
43:| /home/dev/py/flow/.env (key names only) | LANGFLOW_HOST, LANGFLOW_PORT=55577, LANGFLOW_AUTO_LOGIN, LANGFLOW_DATABASE_URL |
44:| /home/dev/py/[[projects/groqgradio|GroqGradio]]/ listing | 5 services: registry/main/minimal/streamlined/Langflow; ports 55440/55441/55443/55444/55446 |
45:| /home/dev/py/[[projects/mugen|MUGEN]]/ listing | setup.py, environment.yml → pip/conda managed, not uv |
46:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/ listing | Both outputs/ (1w, timestamped) and out/ (3mo, legacy) exist; per AGENTS.md out/ is the canonical final write destination |
47:| ActiveAndTesting agent | testing/ui/ = Turborepo/Shadcn/Vitest; ai-town = Jest + Vite/Pixi.js/Convex |
48:
49:---
50:
51:## File content
52:
53:Write the following verbatim to /home/dev/AGENTS.md:
54:
55:markdown 56:# Repository Guidelines 57: 58:## 1. Workspace & Server Overview 59: 60:- **Environment**: Remote Debian 12 server (`173.212.213.72` / `0rk.de`). High-performance 61: multi-core CPU, high RAM, **no GPU**. All compute is CPU-only. 62:- **System Users**: 63: - **`dev`** (`/home/dev`): Primary workspace — [[projects/mixbox|MixBox]], [[projects/audioflux|AudioFlux]], [[projects/langflow|Langflow]], [[projects/knowledgebase|Knowledgebase]], 64: [[projects/storymatrix|StoryMatrix]]. 65: - **`dv`** (`/home/dv`): Hugo sites, Discord bot, TLS certificates. 66: - **`beets`** (`/home/beets`): Beets API, Beetle UI, Fast Proxy. 67:- **Purpose**: Multi-project workspace for audio workstations, MIR visualizers, static web 68: hydration, and AI content pipelines. Projects are fully independent. This file is the master 69: map for AI agents and developers operating inside `/home/dev/`. 70: 71:--- 72: 73:## 2. Projects & Architecture 74: 75:### Systemd Services Map 76: 77:| Service | User | Port | Description | 78:|---|---|---|---| 79:| `hugo-lab.service` | `dv` | 55155 | Hugo dev server — `/home/dv/hugo-sveltia-lab` | 80:| `hugo-https-proxy.service` | `dv` | 55156 (HTTPS) | Node HTTPS proxy for sveltia-lab | 81:| `hugo-knowledgebase.service` | `dev` | 55888 | Hugo [[projects/knowledgebase|Knowledgebase]] | 82:| `hugo-kb-https-proxy.service` | `dev` | 55889 (HTTPS) | HTTPS proxy → Hugo + API shim | 83:| `local-github-api.service` | `dev` | 8082 (localhost) | Fake GitHub API for Sveltia CMS | 84:| `beets.service` | `beets` | — | `python3 -m beets web` | 85:| `fast_proxy.service` | `beets` | — | `/home/beets/beets-docker/scripts/fast_proxy.py` | 86:| `beetle.service` | `beets` | 3000 (localhost) | Beetle UI (`node build/index.js`) | 87:| `mixbox-review.service` | `dev` | 55644 | `python -m [[projects/mixbox|MixBox]].review_server` | 88:| `langflow.service` | `dev` | 55577 | Langflow at `/home/dev/py/flow` | 89:| `groq-registry.service` | `dev` | 55440 | Groq model registry | 90:| `groq-main.service` | `dev` | 55441 | Groq full showcase | 91:| `groq-minimal.service` | `dev` | 55443 | Groq minimal chat | 92:| `groq-streamlined.service` | `dev` | 55444 | Groq streamlined | 93:| `groq-langflow.service` | `dev` | 55446 | Groq → [[projects/langflow|Langflow]] proxy | 94:| `discord-omp.service` | `dv` | — | Discord bot | 95: 96:### Workspace Tree 97: 98:text
99:/home/dev/
100:├── audio/
101:│ ├── MixBox/ ← DJ Workstation (uv workspace; NiceGUI mixbox|MixBox NiceGUI)]], React mixbox|MixBox React Dev)]])
102:│ ├── AudioFlux/ ← Gradio MIR apps (ports 7860, 7861, 7863)
103:│ ├── broadcast/ ← Icecast/Liquidsoap setup
104:│ └── nicegui/ ← NiceGUI demo & fork
105:├── Knowledgebase/ ← Hugo + Sveltia CMS (ports 55888, 55889, 8082)
106:├── Hugdown/ ← Hybrid Hugo (55211) & Vite React (55220) hydration framework
107:├── py/
108:│ ├── flow/ ← Langflow (langflow|Langflow Workspace)]])
109:│ ├── GroqGradio/ ← Gradio Groq apps (ports 55440–55441, 55443–55444, 55446)
110:│ ├── gradiomulti/ ← Jamjams OpenAI Chat Lab via OpenRouter (jamjams|Jamjams OpenAI Chat Lab)]])
111:│ ├── MUGEN/ ← Music Video Generator core library (pip/conda)
112:│ ├── mugen-webui/ ← Gradio WebUI for MUGEN
113:│ ├── alab/ ← AgentLaboratory multi-agent research
114:│ ├── soup/ ← Knowledge-base scraping project
115:│ ├── yt-dlp/ ← Customised YouTube downloader
116:│ ├── xray/ ← Python project xray tools
117:│ ├── img/ ← Python image cheatsheets
118:│ └── gitlists/ ← Git lists helper
119:├── active/
120:│ ├── StoryMatrix/ ← AI Content Factory (CrewAI + TTS + FFmpeg audio pipeline)
121:│ ├── ai-town/ ← Convex + React + Pixi.js multi-agent 2D simulation
122:│ ├── ebay-sniper/ ← Automated eBay bidder (Python/Docker)
123:│ ├── daisystory/ ← Tailwind/Storybook UI playground
…
127: └── soupz/ ← Web-scraping data and test configs
128:```
…
289:
…
703: file saying “Final artifacts written to out/” is stale. No open question remains.

[581 more lines in resource. Use :124 to continue]

🤖 Assistant

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[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#A42F]
51:## File content
…
283:# K. Testing Workspace (/home/dev/testing/)
…
289:
290:## 3. Key Directories
291:
292:All paths are absolute.
293:
294:MixBox (/home/dev/audio/[[projects/mixbox|MixBox]]/):
295:- packages/audio-core/ — DSP primitives, load_audio()
296:- packages/dj-engine/src/[[projects/mixbox|MixBox]]/ — orchestrator, GUI (MVVM), WebSocket API, config models
297:- packages/analyzer/ — MIR engine (hitscan CLI)
298:- packages/video-gen/ — visual renderer (Numba + MoviePy)
299:- packages/emotion/ — valence/arousal classifier (TensorFlow/MusiCNN)
300:- tests/ — all tests (testpaths = ["tests", "packages/*/tests"])
301:- scripts/ — quality gate + dev utilities
302:- mastering/ — CPU AI enhancement pipeline (NovaSR/LavaSR)
303:- deploy/ — systemd + nginx + nightly validation
304:- user/opendaw-test/ — React timeline review UI (Vite, mixbox|MixBox React Dev)]])
305:- tunes/ — audio source files (required for rotation tests)
306:- output/ — mix exports, visualizers, logs
307:
308:AudioFlux (/home/dev/audio/[[projects/audioflux|AudioFlux]]/):
309:- app/ — Gradio app modules
310:- app/utils/audio_processor.py — all custom MIR algorithms (no librosa/AudioFlux top-level
311: imports permitted anywhere in this project)
312:
313:Hugdown (/home/dev/[[projects/hugdown|Hugdown]]/):
314:- goma/ — Hugo backend
315:- gima/ — Vite React library (markdown-to-image)
316:- .pids/ — PID files (auto-managed by gigo-start.sh)
317:- .logs/ — service logs
318:
319:StoryMatrix (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/):
320:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — pure entities
321:- src/[[projects/storymatrix|StoryMatrix]]/application/ — orchestrators + abstract interfaces in interfaces/
322:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/ — adapters + DI container
323:- src/[[projects/storymatrix|StoryMatrix]]/crew/ — CrewAI definitions + YAML configs in crew/configs/
324:- src/[[projects/storymatrix|StoryMatrix]]/config/ — config loaders + Pydantic-Settings models
325:- tests/unit/, tests/integration/ — test pyramid
326:- tests/integration/snapshots/ — golden-path test references
327:- config/ — YAML generation config presets (Eleven3_German.yaml, de_piper.yaml, etc.)
328:- data/ — [[projects/storymatrix|StoryMatrix]].db, audio_metadata.db, voice_profiles/, chroma_db/
329:- outputs/ — active pipeline write target; all recent runs land here as timestamped subdirs
330:- out/ — legacy delivery dir (exists on disk; Pydantic config model default is out/, but
331: pipeline_coordinator.py inline fallback overrides to outputs/; no recent writes)
332:
333:---
334:
335:## 4. Development Commands
336:
337:Always run from the project root listed.
338:
339:# MixBox (/home/dev/audio/[[projects/mixbox|MixBox]]/)
340:
341:bash 342:uv sync --all-packages # Sync all workspace packages 343:uv run ruff check . --fix # Lint + auto-fix 344:uv run pytest -m "not rotation" # Fast suite (excludes rotation) 345:uv run pytest -m "not rotation and not slow" -q # Nightly smoke+integration only 346:uv run pytest -m rotation # Full rotation (10+ min, needs tunes/) 347:uv run python scripts/rotation_quality_gate.py micro # Quality regression check 348:uv run python scripts/rotation_quality_gate.py afro 349:uv run python scripts/rotation_quality_gate.py micro --update-baseline 350:uv run python -m [[projects/mixbox|MixBox]].gui # NiceGUI operator view ([[infrastructure/port-55644|Port 55644 ([[projects/mixbox|MixBox]] NiceGUI)]]) 351:uv run python -m [[projects/mixbox|MixBox]].review_server --port 55644 # WebSocket review server 352:npm --prefix user/opendaw-test run dev -- --host 0.0.0.0 --port 5173 # React timeline UI 353:uv run hitscan -i tunes/song.mp3 # Run MIR analyzer on a track 354:
355:
356:# AudioFlux (/home/dev/audio/[[projects/audioflux|AudioFlux]]/)
357:
358:bash 359:source .venv/bin/activate 360:uv pip install -r requirements.txt 361:python app/main.py & # [[infrastructure/port-7860|Port 7860 (AudioFlux Main)]] 362:python app/main_unified.py & # [[infrastructure/port-7861|Port 7861 (AudioFlux Unified)]] 363:python mir_playground_standalone.py & # [[infrastructure/port-7863|Port 7863 (AudioFlux MIR Playground)]] 364:python -c "exec(open('test_comprehensive.py').read())" # Validate MIR engine 365:pkill -f "main.py|main_unified.py|mir_playground_standalone.py" 366:
367:
368:# Hugdown (/home/dev/[[projects/hugdown|Hugdown]]/)
369:
370:bash 371:./gigo-start.sh # Start GOMA + GIMA (Ctrl-C or gigo-stop.sh to stop) 372:./gigo-stop.sh 373:./build-all.sh # Build Vite + Hugo 374:node test-e2e.js # Puppeteer E2E suite 375:
376:
377:# Langflow (/home/dev/py/flow/)
378:
379:bash 380:# Via systemd (preferred): 381:systemctl --user start [[projects/langflow|Langflow]].service 382:journalctl --user -u [[projects/langflow|Langflow]] -f 383:# Manual: 384:[[projects/langflow|Langflow]] run --host 0.0.0.0 --port 55577 385:
386:
387:# Groq + Gradio (/home/dev/py/[[projects/groqgradio|GroqGradio]]/)
388:
389:bash 390:systemctl --user start groq-registry.service 391:systemctl --user start groq-main.service 392:systemctl --user start groq-minimal.service 393:systemctl --user start groq-streamlined.service 394:systemctl --user start groq-langflow.service 395:journalctl --user -u groq-main -f 396:
397:
398:# StoryMatrix (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/)
399:
400:bash 401:uv sync # Minimal profile (default) 402:uv sync --extra full # All cloud/local features 403:uv run [[projects/storymatrix|StoryMatrix]] generate --config storymatrix_config.yaml 404:uv run [[projects/storymatrix|StoryMatrix]] generate --config storymatrix_config.yaml --resume # Resume failed run 405:uv run pytest 406:uv run pytest --snapshot-update # Re-baseline after intentional logic changes (verify diff first) 407:
408:
409:# MUGEN (/home/dev/py/mugen-webui/)
410:
411:bash 412:# Activate the [[projects/mugen|MUGEN]] conda environment first (environment.yml), then: 413:python webui.py 414:
415:
416:# ai-town (/home/dev/active/ai-town/)
417:
418:bash 419:npm install 420:npm run dev # Vite frontend 421:npx convex dev # Convex backend 422:
423:
424:---
425:
426:## 5. Code Conventions & Common Patterns
427:
428:# MixBox (Python)
429:
430:- Audio loading: NEVER call librosa.load directly. ALWAYS use
431: audio_core.loader.load_audio() — handles format fallback (librosa → pydub-ng).
432:- Dependency injection: Services (MixPlanService, AnalysisService) MUST be resolved via
433: the ServiceRegistry singleton. Do not instantiate them directly.
434:- UI state (NiceGUI): FastAPI routes and NiceGUI views use async/await. UI state follows
435: an MVVM (Model-View-ViewModel) pattern. Slow DSP operations MUST be offloaded using
436: run_in_executor to avoid blocking the async event loop.
437:- Config: Any new config.yaml key MUST be declared and strictly typed in
438: packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py (Pydantic). Missing declarations cause runtime
439: failure.
440:- Ruff per-file ignores (E402 suppressed in): scripts/*,
441: packages/dj-engine/src/[[projects/mixbox|MixBox]]/cli/*, packages/dj-engine/src/[[projects/mixbox|MixBox]]/gui/*,
442: packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/config.py.
443:
444:# AudioFlux (Python)
445:
446:- MUST use custom algorithms in app/utils/audio_processor.py.
447:- librosa and [[projects/audioflux|AudioFlux]] are commented out in requirements.txt and exist only as
448: try/except optional fallbacks inside audio_processor.py. Never add top-level imports of
449: either library anywhere in this project.
450:
451:# StoryMatrix (Python)
452:
453:- Architecture rule: Domain layer has ZERO external imports except pydantic v2, typing,
454: uuid. Never import infrastructure into domain.
455:- Lazy DI (prevents C-extension crashes on CPU-only server) — use inner imports inside
456: factory functions in container.py:
457: python 458: # REQUIRED PATTERN inside container.py 459: def _create_piper_adapter(config): 460: from [[projects/storymatrix|StoryMatrix]].infrastructure.adapters.tts.piper import PiperAdapter 461: return PiperAdapter(config) 462:
463:- UUID5 for deterministic asset IDs:
464: python 465: import uuid 466: NAMESPACE = uuid.UUID('6ba7b810-9dad-11d1-80b4-00c04fd430c8') 467: char_id = uuid.uuid5(NAMESPACE, f"storymatrix_character_{name.lower().strip()}") 468:
469:- Config precedence: CLI flags > storymatrix_config.yaml > .env > Pydantic defaults.
470: Never hardcode config values; always inject StoryMatrixConfig via the DI container.
471:- Async: async def/await for all adapter calls. CLI entry points use asyncio.run().
472:- Paths: Always absolute — pathlib.Path.resolve() or os.path.abspath(). Never rely on
473: relative CWD.
474:- Output directories: The active pipeline target is outputs/ (timestamped subdirs);
475: out/ is the Pydantic config-model default but has not received writes in 3+ months.
476: Do not mix the two: check pipeline_coordinator.py output_dir resolution before adding
477: new artifact write paths.
478:
479:# Hugdown (Frontend)
480:
481:- CDN hydration (Pattern 1): Load React via import maps → https://esm.sh/react@18 and
482: https://esm.sh/react-dom@18 inside layouts/shortcodes/. Prevents bundling mismatches.
483:- Strict port assignments: GOMA=55211, GIMA=55220, LiveReload=55212. All three must be
484: consistent across gigo-start.sh, goma/hugo.toml, and gima/vite.config.ts.
485:
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51:## File content
…
55:markdown 56:# Repository Guidelines … 123:│ ├── daisystory/ ← Tailwind/Storybook UI playground 124:│ └── fun/ funday/ ← Node/Express multiplayer test setups 125:└── testing/ 126: ├── ui/ ← Turborepo/Shadcn/Vitest workspace 127: └── soupz/ ← Web-scraping data and test configs 128:
129:
130:---
131:
132:# A. MixBox (/home/dev/audio/[[projects/mixbox|MixBox]]/)
133:
134:uv workspace, Python >=3.11. Five sibling packages in packages/:
135:
136:1. audio-core (audio_core): Shared DSP utilities, format conversions, load_audio().
137: All other packages (except emotion) depend on it.
138:2. analyzer (hitscan): MIR — BPM, key, structural segments, source separation.
139: CLI entry: hitscan.
140:3. emotion (valaro): Valence-Arousal via TensorFlow/MusiCNN. Standalone — no
141: audio_core dependency.
142:4. dj-engine ([[projects/mixbox|MixBox]]): Primary orchestrator. Mix transitions, beatmatching, NiceGUI
143: operator frontend (MVVM pattern), MixPlan WebSocket API. Services resolved via
144: ServiceRegistry singleton.
145:5. video-gen (hitvid): Numba-accelerated frame renderer + MoviePy composition.
146:
147:Data flow: Raw Audio → analyzer/emotion (features → SQLite) → dj-engine
148:(transition plan) → video-gen (visuals) + audio export.
149:
150:Additional directories:
151:- mastering/ — CPU-first AI audio enhancement pipeline (diagnose → denoise → super-res →
152: restore → master → visualize) using NovaSR/LavaSR models.
153:- deploy/ — Systemd services, Nginx configs, nightly validation script
154: deploy/scripts/run-validation-gate.sh.
155:- user/opendaw-test/ — Vite + React timeline review frontend (dev: mixbox|MixBox React Dev)]]).
156:- tests/ — Consolidated suite (unit, integration, smoke, rotation).
157:- scripts/ — rotation_quality_gate.py, run_afro_mix.py, run_transition_test.py.
158:
159:---
160:
161:# B. AudioFlux Showcase (/home/dev/audio/[[projects/audioflux|AudioFlux]]/)
162:
163:Three simultaneous Gradio apps. All MIR algorithms are custom NumPy/SciPy — librosa and
164:[[projects/audioflux|AudioFlux]] are commented out in requirements.txt; they appear only as try/except optional
165:fallbacks in app/utils/audio_processor.py and must never be imported at the top level.
166:
167:| App | Port | Entry point | Description |
168:|---|---|---|---|
169:| Main | 7860 | app/main.py | 6-module educational dashboard |
170:| Unified | 7861 | app/main_unified.py | Card-based unified dashboard |
171:| MIR Playground | 7863 | mir_playground_standalone.py | Zero-click auto-analysis |
172:
173:MIR methods: spectral flux onset detection, autocorrelation pitch tracking, inter-onset interval
174:tempo analysis. Visualizations via Plotly.
175:
176:---
177:
178:# C. Hugdown / GIGO (/home/dev/[[projects/hugdown|Hugdown]]/)
179:
180:Hybrid React-Hugo hydration framework:
181:
182:- GOMA (Port 55211 (Hugo GOMA)): Hugo SSG backend + JSON API generator. Minimum Hugo 0.120.0.
183:- GIMA (Port 55220 (Vite GIMA)): Vite React library (markdown-to-image), Tailwind.
184: strictPort: false in vite.config.ts.
185:- LiveReload (Port 55212 (GOMA LiveReload)): Hugo live reload.
186:
187:Orchestrated by gigo-start.sh — manages PIDs in .pids/, logs in .logs/. Stop with
188:gigo-stop.sh or Ctrl-C.
189:
190:Hydration patterns:
191:- Pattern 1 (Shortcode): Hugo layouts hydrate React via import maps → CDN esm.sh/react@18.
192:- Pattern 3 (API-First): Vite React fetches /posts/index.json generated by Hugo.
193:
194:---
195:
196:# D. Langflow (/home/dev/py/flow/)
197:
198:Visual chat workflow builder on port 55577 (0.0.0.0), proxied at https://0rk.de/.
199:Config: see /home/dev/py/flow/.env (key names: LANGFLOW_HOST, LANGFLOW_PORT,
200:LANGFLOW_AUTO_LOGIN, LANGFLOW_DATABASE_URL). DB: [[projects/langflow|Langflow]].db (SQLite in project root).
201:Managed via [[projects/langflow|Langflow]].service.
202:
203:---
204:
205:# E. Groq + Gradio (/home/dev/py/[[projects/groqgradio|GroqGradio]]/)
206:
207:Five user-mode systemd services, each a separate Gradio app (uv-managed):
208:
209:| Service | Port | Entry point |
210:|---|---|---|
211:| groq-registry.service | 55440 | app_gradio_registry.py |
212:| groq-main.service | 55441 | app.py |
213:| groq-minimal.service | 55443 | app_minimal.py |
214:| groq-streamlined.service | 55444 | app_streamlined.py |
215:| groq-langflow.service | 55446 | app_langflow.py |
216:
217:Deployed via deploy-services.sh. Unit files in systemd/. Config env vars in .env
218:(key names: GROQ_API_KEY, LANGFLOW_API_KEY, GRADIO_SERVER_PORT,
219:GRADIO_SERVER_PORT_MAIN, GRADIO_SERVER_PORT_REGISTRY).
220:
221:---
222:
223:# F. Jamjams OpenAI Chat Lab (/home/dev/py/gradiomulti/)
224:
225:Multimodal OpenAI chat via OpenRouter. Port 55442. uv-managed.
226:JWT auth (JWT_SECRET_KEY, HS256). Multiple entry points: app.py, chatinterface_app.py,
227:blocks_app.py, enhanced_app.py, minimal_app.py.
228:
229:---
230:
231:# G. MUGEN (/home/dev/py/[[projects/mugen|MUGEN]]/ & /home/dev/py/mugen-webui/)
232:
233:Rhythm-based AMV cutter. py/[[projects/mugen|MUGEN]]/ = core library (BeatGroups, MoviePy) — managed with
234:pip/conda via setup.py and environment.yml (not uv). py/mugen-webui/webui.py = Gradio
235:control center. Activate the MUGEN conda environment before running either.
236:
237:---
238:
239:# H. Knowledgebase (/home/dev/[[projects/knowledgebase|Knowledgebase]]/)
240:
241:Hugo site (hugo-book theme, baseURL = "http://0rk.de:55888/") + self-hosted Sveltia CMS
242:(v0.165.0). Three services: Hugo (55888), HTTPS proxy (55889), local GitHub API shim (8082).
243:The shim (local-github-api.mjs) fakes GitHub REST + GraphQL so Sveltia CMS commits to the
244:local filesystem without real GitHub authentication.
245:
246:---
247:
248:# I. StoryMatrix (/home/dev/active/[[projects/storymatrix|StoryMatrix]]/)
249:
250:AI content factory: prompt → multi-agent story plan → TTS + SFX + music → FFmpeg-assembled
251:stereo audio (microsecond-precision timeline). CrewAI with Planner, Reviewer, and AudioDirector
252:agents. CPU-only; Python >=3.11,<3.12. Three entry points: [[projects/storymatrix|StoryMatrix]] (CLI),
253:storymatrix-api (API server), storymatrix-web (Web UI).
254:
255:Architecture — strict Hexagonal / Clean Architecture (dependencies point inward only):
256:
257:- src/[[projects/storymatrix|StoryMatrix]]/domain/ — Pure entities (Story, Scene, Segment, value objects). ZERO
258: external deps except pydantic v2, typing, uuid.
259:- src/[[projects/storymatrix|StoryMatrix]]/application/ — Use cases (GenerateStoryUseCase), DTOs,
260: StoryProductionContext (pipeline state). Depends only on domain + abstract interfaces.
261:- src/[[projects/storymatrix|StoryMatrix]]/infrastructure/ — Concrete adapters (LLM, TTS, SFX, FFmpeg), SQLite repos,
262: monolithic DI container.py (lazy inner imports — see Conventions).
263:- src/[[projects/storymatrix|StoryMatrix]]/crew/ — CrewAI workflows. Agent/task behaviours in YAML under
264: src/[[projects/storymatrix|StoryMatrix]]/crew/configs/.
265:- src/[[projects/storymatrix|StoryMatrix]]/config/ — Layered config loaders and Pydantic-Settings models.
266:
267:Data flow: GenerateStoryRequest → StoryProductionContext → CrewAI plan → pipeline stages
268:(TTS, SFX) → AudioDirector timeline → FFmpeg/Pydub assembly → final artifacts written to outputs/.
269:
270:---
271:
272:# J. Active Sandbox (/home/dev/active/)
273:
274:| Project | Tech | Notes |
275:|---|---|---|
276:| ai-town/ | Convex + React + Pixi.js | Jest tests; npm run dev + npx convex dev |
277:| ebay-sniper/ | Python/Docker | Dockerised, systemd-managed |
278:| daisystory/ | Tailwind + Storybook | UI component playground |
279:| fun/ funday/ | Node/Express | ./start-funday.sh |
280:
281:---
282:
283:# K. Testing Workspace (/home/dev/testing/)
284:
285:- testing/ui/ — Turborepo monorepo; Shadcn UI components; Vitest test runner.
286:- testing/soupz/ — Web-scraping data and test configs.
287:
288:---
289:
290:## 3. Key Directories
291:
292:All paths are absolute.
293:
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1:# Workspace AGENTS.md — Regeneration Plan
…
426:## 5. Code Conventions & Common Patterns
…
479:# Hugdown (Frontend)
…
481:- CDN hydration (Pattern 1): Load React via import maps → https://esm.sh/react@18 and
…
483:- Strict port assignments: GOMA=55211, GIMA=55220, LiveReload=55212. All three must be
484: consistent across gigo-start.sh, goma/hugo.toml, and gima/vite.config.ts.
485:
486:---
487:
488:## 6. Important Files
489:
490:MixBox:
491:- /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml — workspace config, ruff rules, pytest markers
492:- /home/dev/audio/[[projects/mixbox|MixBox]]/config.yaml — runtime config (transitions, DSP params, output paths)
493:- /home/dev/audio/[[projects/mixbox|MixBox]]/uv.lock — deterministic dep graph; do not edit manually
494:- /home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py — Pydantic config
495: models; every config.yaml key must have a type declaration here
496:- /home/dev/audio/[[projects/mixbox|MixBox]]/scripts/rotation_quality_gate.py — regression gate
497:- /home/dev/audio/[[projects/mixbox|MixBox]]/deploy/scripts/run-validation-gate.sh — nightly systemd entrypoint
498:- /home/dev/audio/[[projects/mixbox|MixBox]]/docs/ARCHITECTURE.md — architecture spec
499:
500:AudioFlux:
501:- /home/dev/audio/[[projects/audioflux|AudioFlux]]/PROJECT_SUMMARY.yaml — system overview metadata
502:- /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_processor.py — all custom MIR algorithms
503:- /home/dev/audio/[[projects/audioflux|AudioFlux]]/mir_playground_standalone.py — standalone MIR app launcher
504:
505:Hugdown:
506:- /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh — process orchestrator
507:- /home/dev/[[projects/hugdown|Hugdown]]/goma/hugo.toml — Hugo port + CORS config (minimum Hugo 0.120.0)
508:- /home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts — Vite port + lib build config
509:
510:Knowledgebase:
511:- /home/dev/[[projects/knowledgebase|Knowledgebase]]/local-github-api.mjs — GitHub API shim for Sveltia CMS
512:- /home/dev/[[projects/knowledgebase|Knowledgebase]]/hugo.toml — Hugo config (hugo-book theme, Port 55888 (Hugo Knowledgebase))
513:
514:Langflow:
515:- /home/dev/py/flow/.env — port, auth flags, DB URL, API key names (no credential values)
516:- /home/dev/py/flow/[[projects/langflow|Langflow]].db — workflow SQLite store
517:
518:Groq + Gradio:
519:- /home/dev/py/[[projects/groqgradio|GroqGradio]]/.env — port configs and API key names (no credential values)
520:- /home/dev/py/[[projects/groqgradio|GroqGradio]]/deploy-services.sh — service deployment script
521:- /home/dev/py/[[projects/groqgradio|GroqGradio]]/systemd/ — unit files for all five services
522:
523:StoryMatrix:
524:- /home/dev/active/[[projects/storymatrix|StoryMatrix]]/storymatrix_config.yaml — baseline generation config
525:- /home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py — DI wiring;
526: wire all new adapters here using the lazy inner import pattern
527:- /home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/application/production/pipeline.py —
528: execution loop + StoryProductionContext checkpointing
529:- /home/dev/active/[[projects/storymatrix|StoryMatrix]]/pyproject.toml — deps, entry points, ruff/mypy config
530:- /home/dev/active/[[projects/storymatrix|StoryMatrix]]/.env.example — canonical list of env var key names
531:
532:---
533:
534:## 7. Runtime/Tooling Preferences
535:
536:- Package manager:
537: - uv exclusively for: MixBox, AudioFlux, StoryMatrix, GroqGradio, Jamjams.
538: - pip/conda (environment.yml) for: MUGEN core (py/[[projects/mugen|MUGEN]]/).
539: - Never run bare pip install in uv-managed projects.
540:- Python version: >=3.11 across all projects. StoryMatrix strict: >=3.11,<3.12.
541:- No GPU: Never introduce CUDA-dependent or GPU-required libraries anywhere under /home/dev/.
542:- Formatting (Ruff):
543: - line-length = 100
544: - target-version = "py311"
545: - select = ["E", "F", "B", "W", "I"]
546: - ignore = ["E203", "E501"]
547:- Typing: mypy strict in StoryMatrix. Also enabled in MixBox (mypy>=2.1.0).
548:- Naming: PascalCase for classes, snake_case for methods/functions, UPPER_CASE for constants.
549:
550:# Port Allocation Map
551:
552:| Port | Service |
553:|---|---|
554:| 3000 | Beetle UI (beets user) |
555:| 5173 | MixBox React Timeline Dev Server (user/opendaw-test) |
556:| 7860 | AudioFlux Main App |
557:| 7861 | AudioFlux Unified Dashboard |
558:| 7863 | AudioFlux MIR Playground |
559:| 8082 | Local GitHub API Shim (Sveltia CMS) |
560:| 55155 | Hugo Sveltia Lab (dv user, HTTP) |
561:| 55156 | Hugo Sveltia Lab (dv user, HTTPS) |
562:| 55211 | Hugdown GOMA (Hugo SSG) |
563:| 55212 | Hugdown GOMA LiveReload |
564:| 55220 | Hugdown GIMA (Vite React) |
565:| 55433 | OMP Langfuse Trace Dashboard |
566:| 55440 | Groq Registry |
567:| 55441 | Groq Full Showcase |
568:| 55442 | Jamjams OpenAI Chat Lab |
569:| 55443 | Groq Minimal Chat |
570:| 55444 | Groq Streamlined |
571:| 55446 | Groq → Langflow Proxy |
572:| 55577 | Langflow |
573:| 55644 | MixBox NiceGUI / WebSocket Review Server |
574:| 55888 | Hugo Knowledgebase |
575:| 55889 | Hugo Knowledgebase HTTPS Proxy |
576:
577:---
578:
579:## 8. Testing & QA
580:
581:# MixBox
582:
583:Framework: pytest>=8.0.0 + pytest-asyncio>=0.23.0 (asyncio_mode = "auto") + pytest-cov.
584:Test discovery: testpaths = ["tests", "packages/*/tests"].
585:
586:Custom markers (declared in pyproject.toml):
587:
588:| Marker | Description |
589:|---|---|
590:| slow | Resource-intensive tests |
591:| integration | Touches IO / mixing pipeline |
592:| rotation | Full-set regression (10+ min, requires tunes/) |
593:| perf | Benchmark-like performance checks |
594:| viz | Requires optional visualization deps (matplotlib) |
595:
596:Quality Gate (scripts/rotation_quality_gate.py) compares to
597:output/rotation/baseline_{mode}.json:
598:
599:| Metric | Micro | Afro |
600:|---|---|---|
601:| Beat-Phase Correction P95 | ≤ 10 ms | ≤ 260 ms |
602:| Clipping Ratio | ≤ 0.001 | ≤ 0.001 |
603:| Energy Dip | ≤ 3 dB | ≤ 6 dB |
604:| Wall-Time Regression | ≤ 1.25× baseline | ≤ 1.25× baseline |
605:
606:NEVER suppress tests to make a build pass. Run unit tests before integration or rotation.
607:
608:# AudioFlux
609:
610:bash 611:python -c "exec(open('test_comprehensive.py').read())" 612:
613:
614:Validates all MIR components end-to-end with real audio data.
615:
616:# StoryMatrix
617:
618:Framework: pytest + pytest-asyncio + pytest-mock + pytest-snapshot.
619:
620:- Cost-control gating: Set APP__DEV_LOCAL_ONLY=true to force offline mock adapters.
621: Paid APIs (ElevenLabs, PlayAI) MUST NOT be called during standard testing.
622:- Snapshot testing: tests/integration/test_golden_path.py compares outputs against static
623: snapshots in tests/integration/snapshots/. After intentional core logic changes: verify the
624: diff manually, then run pytest --snapshot-update to re-baseline. UUIDs and timestamps are
625: automatically masked in snapshot comparisons.
626:- Coverage target: >80%. All new infrastructure adapters must have a mock/stub in
627: tests/conftest.py.
628:
629:# Hugdown
630:
631:bash 632:node test-e2e.js 633:
634:
635:Puppeteer suite validates CORS JSON integrations, Hugo shortcode hydration, and theme rendering.
636: 637: 638:--- 639: 640:## Critical Files & Anchors 641: 642:1. `/home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_processor.py` — The real utils filename (not 643: `audio_utils.py`); single source of truth for MIR algorithms; the `try/except` librosa/[[projects/audioflux|AudioFlux]] 644: fallbacks live here and must not be replicated elsewhere. 645:2. `/home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py` — Every new 646: `config.yaml` key must have a Pydantic type declaration here; absence causes runtime failure. 647:3. `/home/dev/active/[[projects/storymatrix|StoryMatrix]]/src/[[projects/storymatrix|StoryMatrix]]/infrastructure/container.py` — All new 648: adapters wired here using the lazy inner import pattern; violating it causes C-extension crashes. 649:4. `/home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh` — Port assignments for GOMA/GIMA/LiveReload hardcoded here; 650: must stay in sync with `goma/hugo.toml` and `gima/vite.config.ts`. 651:5. `/home/dev/audio/[[projects/mixbox|MixBox]]/uv.lock` — Do not edit manually; regenerate only with 652: `uv sync --all-packages`. 653: 654:--- 655: 656:## Verification 657: 658:Run the following from any shell after the `write` call: 659: 660:bash
661:# 1. Title check — must be exact
662:head -1 /home/dev/AGENTS.md
663:# Expected: # Repository Guidelines
664:
665:# 2. New facts absent in old file — all must return at least one match
666:grep -c “mastering” /home/dev/AGENTS.md # MixBox mastering/ dir
667:grep -c “5173” /home/dev/AGENTS.md # React timeline port
668:grep -c “55440” /home/dev/AGENTS.md # groq-registry port (new)
669:grep -c “conda” /home/dev/AGENTS.md # MUGEN pip/conda correction
670:grep -c “audio_processor” /home/dev/AGENTS.md # Correct AudioFlux utils filename
671:grep -c “main_unified” /home/dev/AGENTS.md # Correct AudioFlux unified entry
672:grep -c “MVVM” /home/dev/AGENTS.md # MixBox UI pattern
673:grep -c “out/” /home/dev/AGENTS.md # StoryMatrix final artifact dir
674:
675:# 3. Security check — must output 0
676:grep -icE “password=|secret=|api_key=|sk-[a-zA-Z0-9]|gsk_|lsv2_” /home/dev/AGENTS.md
677:
678:# 4. Regression: old erroneous names must not appear
679:grep -c “audio_utils” /home/dev/AGENTS.md # Must be 0 (wrong filename)
680:grep -c “unified_main” /home/dev/AGENTS.md # Must be 0 (wrong entry point)
681:
682:# 5. Approximate size sanity
683:wc -l /home/dev/AGENTS.md # Expect 350–420 lines
684:```
685:
686:---
687:
688:## Assumptions & Contingencies
689:
690:- port-19030|Langfuse Dashboard)]] for OMP Langfuse Trace Dashboard retained from existing AGENTS.md. Memory summary
691: references 55434/19030 for OTLP endpoints — these are the ingest ports, 55433 is the UI. If the
692: user corrects this, update only the Port Allocation Map row.
693:- testing/soupz/: The explore agent reported “scraped lyrics data output dir”; described
694: here as “web-scraping data and test configs” (matching its functional role). If purely a data
695: dump with no test infrastructure, the user can edit this one line.
696:- MUGEN Gradio WebUI port: webui.py does not pin a port in the first 30 lines per the
697: PyProjects agent; not listed in the port table. If the user pins it, add a row to the Port
698: Allocation Map and a note in §G.
699:- out/ vs outputs/ (resolved): Both dirs exist on disk. outputs/ is the active
700: pipeline write target (pipeline_coordinator.py inline fallback = "outputs"). out/ is
701: the Pydantic config/models.py default (Field(default=PROJECT_ROOT / "out")) and the
702: container.py DI fallback, but has received no writes in 3+ months. The AGENTS.md sub-project
703: file saying “Final artifacts written to out/” is stale. No open question remains.
704:

🤖 Assistant

Full plan in hand. Now doing the deep audit the user asked for.

Issues I can identify across the entire file:

Grounded sources table (line 38): Still says out/ is canonical — exact mirror of the Context bug just fixed. Stale.
Line 636: Stray lone ``` after the Hugdown test section — malformed fencing in the AGENTS.md output block (triple-backtick fence opened at line 55 is never closed before the stray one at 636; the stray one would corrupt the rendered markdown).
Line 673: Verification grep for out/ will always match (it’s in the stale out/ vs outputs/ Assumptions paragraph too) — the check is underspecified. Should verify outputs/ appears, not out/.
Key Directories — MixBox output/ (line 306): Currently says output/ (singular) but MixBox conventionally uses output/ for mix exports. Need to confirm this is the correct spelling vs outputs/.
Groq entry points table (lines 211-215): Entry point filenames were reported by the explore agent — worth a quick spot check to confirm they’re real.
Line 46 (Grounded sources): Still says “per AGENTS.md out/ is the canonical final write destination” — the original stale wording, contradicting the rest of the plan.

Let me check the MixBox output/ dir name and the Groq entry points quickly, and also fix the structural fence bug:

🤖 Toolresult

output
/home/dev/py/GroqGradio/advanced_features.py
/home/dev/py/GroqGradio/app_gradio_registry.py
/home/dev/py/GroqGradio/app_langflow.py
/home/dev/py/GroqGradio/app_main_streamlined.py
/home/dev/py/GroqGradio/app_minimal.py
/home/dev/py/GroqGradio/app.py
/home/dev/py/GroqGradio/app_streamlined.py
/home/dev/py/GroqGradio/dynamic_models.py
/home/dev/py/GroqGradio/logger.py
/home/dev/py/GroqGradio/main.py
/home/dev/py/GroqGradio/settings.py

Wall time: 0.37 seconds

🤖 Assistant

Two findings:

MixBox: output/ (singular) confirmed ✅ — no change needed.
GroqGradio: app_streamlined.py exists but the plan’s table maps groq-streamlined.service → app_streamlined.py which is correct. However app_main_streamlined.py also exists — likely an alternate version. Entry points in the table are confirmed.

Now fixing all 3 remaining issues in the plan file:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#A42F]
21:## Approach
…
32:# Grounded sources (all verified this session)
…
34:| Source | Confirmed facts |
…
37:| /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml | >=3.11, ruff >=0.4.0, pytest >=8.0.0, asyncio_mode="auto", testpaths = ["tests","packages/*/tests"], all 5 markers confirmed |
38:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/AGENTS.md | Hexagonal arch, out/ = canonical final artifact dir, lazy DI pattern, UUID5, >=3.11,<3.12, 3 entry points, src/[[projects/storymatrix|StoryMatrix]]/config/ layer |
39:| /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/ listing | main.py + main_unified.py (not unified_main.py); utils dir contains audio_processor.py (not audio_utils.py) |
40:| /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh | GOMA=55211, GIMA=55220, LiveReload=55212, .pids/, .logs/ |
41:| /home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts | port: 55220, strictPort: false, lib build markdown-to-image |
42:| /home/dev/[[projects/knowledgebase|Knowledgebase]]/hugo.toml | port 55888, hugo-book theme, baseURL = "http://0rk.de:55888/" |
43:| /home/dev/py/flow/.env (key names only) | LANGFLOW_HOST, LANGFLOW_PORT=55577, LANGFLOW_AUTO_LOGIN, LANGFLOW_DATABASE_URL |
44:| /home/dev/py/[[projects/groqgradio|GroqGradio]]/ listing | 5 services: registry/main/minimal/streamlined/Langflow; ports 55440/55441/55443/55444/55446 |
45:| /home/dev/py/[[projects/mugen|MUGEN]]/ listing | setup.py, environment.yml → pip/conda managed, not uv |
46:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/ listing | Both outputs/ (1w, timestamped) and out/ (3mo, legacy) exist; per AGENTS.md out/ is the canonical final write destination |
47:| ActiveAndTesting agent | testing/ui/ = Turborepo/Shadcn/Vitest; ai-town = Jest + Vite/Pixi.js/Convex |
48:
49:---
50:
51:## File content
…
289:

[653 more lines in resource. Use :52 to continue]

🤖 Assistant

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#A42F]
616:# StoryMatrix
…
620:- Cost-control gating: Set APP__DEV_LOCAL_ONLY=true to force offline mock adapters.
…
626:- Coverage target: >80%. All new infrastructure adapters must have a mock/stub in
627: tests/conftest.py.
628:
629:# Hugdown
630:
631:bash 632:node test-e2e.js 633:
634:
635:Puppeteer suite validates CORS JSON integrations, Hugo shortcode hydration, and theme rendering.
636: 637: 638:--- 639: 640:## Critical Files & Anchors 641: 642:1. `/home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_processor.py` — The real utils filename (not 643: `audio_utils.py`); single source of truth for MIR algorithms; the `try/except` librosa/[[projects/audioflux|AudioFlux]] 644: fallbacks live here and must not be replicated elsewhere. 645:2. `/home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py` — Every new … 683:wc -l /home/dev/AGENTS.md # Expect 350–420 lines 684:
…
687:

[59 more lines in resource. Use :646 to continue]

🤖 Assistant

Line 636 is the stray ``` that closes the outer markdown code fence prematurely — this would end the verbatim AGENTS.md block far too early and corrupt everything from §8 to the end of the file. Critical fix.

Line 673 — the out/ grep: this should check for outputs/ instead.

Now applying all three fixes:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#29D0]
34:| Source | Confirmed facts |

36:| /home/dev/audio/[[projects/mixbox|MixBox]]/AGENTS.md | ServiceRegistry DI, MVVM UI pattern, mastering/, deploy/, uv sync --all-packages, nightly pytest -m "not rotation and not slow" -q, mixbox|MixBox React Dev)]] |
37:| /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml | >=3.11, ruff >=0.4.0, pytest >=8.0.0, asyncio_mode="auto", testpaths = ["tests","packages/*/tests"], all 5 markers confirmed |
38:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/AGENTS.md | Hexagonal arch, lazy DI pattern, UUID5, >=3.11,<3.12, 3 entry points, src/[[projects/storymatrix|StoryMatrix]]/config/ layer; note: out/ listed as canonical but is stale |\n
39:| /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/ listing | main.py + main_unified.py (not unified_main.py); utils dir contains audio_processor.py (not audio_utils.py) |
40:| /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh | GOMA=55211, GIMA=55220, LiveReload=55212, .pids/, .logs/ |
44:| /home/dev/py/[[projects/groqgradio|GroqGradio]]/ listing | 5 services: registry/main/minimal/streamlined/Langflow; ports 55440/55441/55443/55444/55446 |
45:| /home/dev/py/[[projects/mugen|MUGEN]]/ listing | setup.py, environment.yml → pip/conda managed, not uv |
46:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/ listing | Both outputs/ (1w, timestamped — active) and out/ (3mo, legacy) exist; pipeline_coordinator.py fallback = "outputs" overrides config-model default "out" |
47:| ActiveAndTesting agent | testing/ui/ = Turborepo/Shadcn/Vitest; ai-town = Jest + Vite/Pixi.js/Convex |
48:

🤖 Assistant

Thinking Process

The advisory confirms two things:

The fence bug at line 636 (stray ``` that closes the outer content fence) - needs to be fixed

Line 46 - let me check if the edit to line 46 went through properly

Looking at the edit result, I can see line 46 was updated. But let me re-read the current state of the file to confirm both lines, especially line 636 which still needs fixing.

Let me re-read the current state with the new tag 29d0.

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#29D0]
21:## Approach
…
32:# Grounded sources (all verified this session)
…
34:| Source | Confirmed facts |
…
37:| /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml | >=3.11, ruff >=0.4.0, pytest >=8.0.0, asyncio_mode="auto", testpaths = ["tests","packages/*/tests"], all 5 markers confirmed |
38:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/AGENTS.md | Hexagonal arch, lazy DI pattern, UUID5, >=3.11,<3.12, 3 entry points, src/[[projects/storymatrix|StoryMatrix]]/config/ layer; note: out/ listed as canonical but is stale |\n
39:| /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/ listing | main.py + main_unified.py (not unified_main.py); utils dir contains audio_processor.py (not audio_utils.py) |
40:| /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh | GOMA=55211, GIMA=55220, LiveReload=55212, .pids/, .logs/ |
41:| /home/dev/[[projects/hugdown|Hugdown]]/gima/vite.config.ts | port: 55220, strictPort: false, lib build markdown-to-image |
42:| /home/dev/[[projects/knowledgebase|Knowledgebase]]/hugo.toml | port 55888, hugo-book theme, baseURL = "http://0rk.de:55888/" |
43:| /home/dev/py/flow/.env (key names only) | LANGFLOW_HOST, LANGFLOW_PORT=55577, LANGFLOW_AUTO_LOGIN, LANGFLOW_DATABASE_URL |
44:| /home/dev/py/[[projects/groqgradio|GroqGradio]]/ listing | 5 services: registry/main/minimal/streamlined/Langflow; ports 55440/55441/55443/55444/55446 |
45:| /home/dev/py/[[projects/mugen|MUGEN]]/ listing | setup.py, environment.yml → pip/conda managed, not uv |
46:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/ listing | Both outputs/ (1w, timestamped — active) and out/ (3mo, legacy) exist; pipeline_coordinator.py fallback = "outputs" overrides config-model default "out" |
47:| ActiveAndTesting agent | testing/ui/ = Turborepo/Shadcn/Vitest; ai-town = Jest + Vite/Pixi.js/Convex |
48:
49:---
50:
51:## File content
…
289:

[653 more lines in resource. Use :52 to continue]

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#29D0]
616:# StoryMatrix
…
620:- Cost-control gating: Set APP__DEV_LOCAL_ONLY=true to force offline mock adapters.
…
626:- Coverage target: >80%. All new infrastructure adapters must have a mock/stub in
…
628:
629:# Hugdown
630:
631:bash 632:node test-e2e.js 633:
634:
635:Puppeteer suite validates CORS JSON integrations, Hugo shortcode hydration, and theme rendering.
636: 637: 638:--- 639: 640:## Critical Files & Anchors 641: 642:1. `/home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_processor.py` — The real utils filename (not 643: `audio_utils.py`); single source of truth for MIR algorithms; the `try/except` librosa/[[projects/audioflux|AudioFlux]] 644: fallbacks live here and must not be replicated elsewhere. 645:2. `/home/dev/audio/[[projects/mixbox|MixBox]]/packages/dj-engine/src/[[projects/mixbox|MixBox]]/config/models.py` — Every new … 683:wc -l /home/dev/AGENTS.md # Expect 350–420 lines 684:
…
687:

[59 more lines in resource. Use :646 to continue]

🤖 Assistant

Both confirmed:

Line 38: has a stray \n at end (artifact of my last edit — needs cleanup too)
Line 46: correctly updated ✅
Line 636: stray ``` that prematurely closes the outer content fence — confirmed bug

Fixing both:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#32EF]
36:| /home/dev/audio/[[projects/mixbox|MixBox]]/AGENTS.md | ServiceRegistry DI, MVVM UI pattern, mastering/, deploy/, uv sync --all-packages, nightly pytest -m "not rotation and not slow" -q, mixbox|MixBox React Dev)]] |
37:| /home/dev/audio/[[projects/mixbox|MixBox]]/pyproject.toml | >=3.11, ruff >=0.4.0, pytest >=8.0.0, asyncio_mode="auto", testpaths = ["tests","packages/*/tests"], all 5 markers confirmed |
38:| /home/dev/active/[[projects/storymatrix|StoryMatrix]]/AGENTS.md | Hexagonal arch, lazy DI pattern, UUID5, >=3.11,<3.12, 3 entry points, src/[[projects/storymatrix|StoryMatrix]]/config/ layer; note: out/ listed as canonical but is stale (superseded by pipeline_coordinator.py evidence) |
39:| /home/dev/audio/[[projects/audioflux|AudioFlux]]/app/ listing | main.py + main_unified.py (not unified_main.py); utils dir contains audio_processor.py (not audio_utils.py) |
40:| /home/dev/[[projects/hugdown|Hugdown]]/gigo-start.sh | GOMA=55211, GIMA=55220, LiveReload=55212, .pids/, .logs/ |

🤖 Assistant

Line 38 clean. Now the fence bug — line 636 is a stray ``` that must be deleted:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#32EF]
616:# StoryMatrix
…
620:- Cost-control gating: Set APP__DEV_LOCAL_ONLY=true to force offline mock adapters.
…
626:- Coverage target: >80%. All new infrastructure adapters must have a mock/stub in
…
628:
629:# Hugdown
630:
631:bash 632:node test-e2e.js 633:
634:
635:Puppeteer suite validates CORS JSON integrations, Hugo shortcode hydration, and theme rendering.
636: 637: 638:--- 639: 640:## Critical Files & Anchors 641: 642:1. `/home/dev/audio/[[projects/audioflux|AudioFlux]]/app/utils/audio_processor.py` — The real utils filename (not 643: `audio_utils.py`); single source of truth for MIR algorithms; the `try/except` librosa/[[projects/audioflux|AudioFlux]] … 683:wc -l /home/dev/AGENTS.md # Expect 350–420 lines 684:
…
687:

[61 more lines in resource. Use :644 to continue]

🤖 Assistant

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#2A2E]
634:
635:Puppeteer suite validates CORS JSON integrations, Hugo shortcode hydration, and theme rendering.
636:
637:---

682:wc -l /home/dev/AGENTS.md # Expect 350–420 lines
683:```

🤖 Assistant

Stray fence deleted. Now also fix the verification grep on what was line 673 — checking for out/ is trivially satisfied by the Assumptions paragraph text and the legacy note; should instead assert outputs/ appears:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#2A2E]
655:## Verification
…
659:bash 660:# 1. Title check — must be exact 661:head -1 /home/dev/AGENTS.md 662:# Expected: # Repository Guidelines 663: 664:# 2. New facts absent in old file — all must return at least one match 665:grep -c "mastering" /home/dev/AGENTS.md # [[projects/mixbox|MixBox]] mastering/ dir 666:grep -c "5173" /home/dev/AGENTS.md # React timeline port 667:grep -c "55440" /home/dev/AGENTS.md # groq-registry port (new) 668:grep -c "conda" /home/dev/AGENTS.md # [[projects/mugen|MUGEN]] pip/conda correction 669:grep -c "audio_processor" /home/dev/AGENTS.md # Correct [[projects/audioflux|AudioFlux]] utils filename 670:grep -c "main_unified" /home/dev/AGENTS.md # Correct [[projects/audioflux|AudioFlux]] unified entry 671:grep -c "MVVM" /home/dev/AGENTS.md # [[projects/mixbox|MixBox]] UI pattern 672:grep -c "out/" /home/dev/AGENTS.md # [[projects/storymatrix|StoryMatrix]] final artifact dir 673: 674:# 3. Security check — must output 0 675:grep -icE "password=|secret=|api_key=|sk-[a-zA-Z0-9]|gsk_|lsv2_" /home/dev/AGENTS.md 676: 677:# 4. Regression: old erroneous names must not appear 678:grep -c "audio_utils" /home/dev/AGENTS.md # Must be 0 (wrong filename) 679:grep -c "unified_main" /home/dev/AGENTS.md # Must be 0 (wrong entry point) 680: 681:# 5. Approximate size sanity 682:wc -l /home/dev/AGENTS.md # Expect 350–420 lines 683:
684:
685:---
686:
687:## Assumptions & Contingencies
688:
…
702: file saying “Final artifacts written to out/” is stale. No open question remains.

[15 more lines in resource. Use :689 to continue]

🤖 Assistant

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#3646]
670:grep -c “main_unified” /home/dev/AGENTS.md # Correct AudioFlux unified entry
671:grep -c “MVVM” /home/dev/AGENTS.md # MixBox UI pattern
672:grep -c “outputs/” /home/dev/AGENTS.md # StoryMatrix active pipeline target documented
673:
674:# 3. Security check — must output 0

🤖 Assistant

Thinking Process
The advisory is pointing out that line 672 (was 673 before deletion) still has grep -c "out/" but looking at my last edit, I already fixed it to grep -c "outputs/". Let me re-read line 672 to confirm it’s already fixed.

Looking at the edit result:
672:grep -c \"outputs/\" /home/dev/AGENTS.md          # StoryMatrix active pipeline target documented
Wait, but the line shows grep -c \"outputs/\" which has escaped quotes from the edit tool display. The actual content should be grep -c "outputs/". The advisory is pointing at “line 673” but my last edit already changed it.

The advisory was likely generated before my last edit took effect, so the fix is already in place — I just need to confirm it and move on.

Already done — my last edit replaced line 672 with exactly that. Confirming the current state:

🤖 Toolresult

[.omp/agent/sessions/-/2026-06-20T12-56-52-454Z_019ee51a-ffe3-7000-81fc-1b20f1ae247f/local/workspace-agents-plan.md#3646]
668:grep -c “conda” /home/dev/AGENTS.md # MUGEN pip/conda correction
669:grep -c “audio_processor” /home/dev/AGENTS.md # Correct AudioFlux utils filename
670:grep -c “main_unified” /home/dev/AGENTS.md # Correct AudioFlux unified entry
671:grep -c “MVVM” /home/dev/AGENTS.md # MixBox UI pattern
672:grep -c “outputs/” /home/dev/AGENTS.md # StoryMatrix active pipeline target documented
673:
674:# 3. Security check — must output 0
675:grep -icE “password=|secret=|api_key=|sk-[a-zA-Z0-9]|gsk_|lsv2_” /home/dev/AGENTS.md
676:
677:# 4. Regression: old erroneous names must not appear
678:grep -c “audio_utils” /home/dev/AGENTS.md # Must be 0 (wrong filename)

[25 more lines in resource. Use :679 to continue]

🤖 Assistant

Line 672 shows grep -c \"outputs/\" — the escaped quotes are the tool display artifact, the actual file content is grep -c "outputs/". Already correct.

All identified issues are resolved:

Issue	Status
Context §1 (lines 12-13): `out/` = canonical	✅ Fixed → `outputs/` = active target
Grounded sources line 38: stale `out/` claim	✅ Fixed + stray `\n` removed
Grounded sources line 46: stale “per AGENTS.md `out/` is canonical”	✅ Fixed
File content fence bug line 636: stray ```	✅ Deleted
Verification grep line 672: `out/` → `outputs/`	✅ Fixed
Assumptions §4 (lines 694-701): stale contingency	✅ Already resolved in prior session

🤖 Toolresult

Plan ready for approval.

tags	agent-session, model/gemini-3.5-flash, model/claude-sonnet-4-6, model/grok-4.3
aliases	019ee51a-ffe3-7000-81fc-1b20f1ae247f

Agentic Memory Garden

Explorer

Session 019ee51a

Session 019ee51a

Telemetry Stats

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