cmdop-claude 0.1.0

Self-maintaining .claude/ runtime — LLM-powered doc review, project map, task queue, auto-fix, and project init

cmdop-claude

Self-maintaining .claude/ runtime. Turns a static config folder into living project memory — LLM-powered documentation review, project map generation, task queue, auto-fix, and project initialization.

$0.001 per full cycle (scan → review → fix → map) using DeepSeek V3.2 via SDKRouter.

What it does

Feature	Description
Review	Detects stale docs, contradictions, and gaps in .claude/ files
Fix	Generates targeted fixes for review issues (dry-run + apply)
Init	Bootstraps CLAUDE.md + rules for bare projects
Map	Auto-generates project-map.md with LLM-annotated directory descriptions
Tasks	Structured task queue from review items or manual creation

Install

pip install cmdop-claude

# With Streamlit dashboard
pip install cmdop-claude[ui]

# Dev
pip install -e ".[dev]"

Quick Start

MCP Server (11 tools for Claude Code)

Add to .mcp.json:

{
  "mcpServers": {
    "sidecar": {
      "command": "python",
      "args": ["-m", "cmdop_claude.sidecar.server"]
    }
  }
}

Tool	LLM?	Description
sidecar_scan	yes	Run documentation review
sidecar_review	no	Read current review
sidecar_status	no	Last run, pending items, token usage
sidecar_acknowledge	no	Suppress item for N days
sidecar_map	yes	Generate/update project map
sidecar_map_view	no	Read current map
sidecar_tasks	no	List tasks by status
sidecar_task_update	no	Update task status
sidecar_task_create	no	Create manual task
sidecar_fix	yes	Generate fix for a task (dry-run or apply)
sidecar_init	yes	Bootstrap .claude/ for bare projects

CLI Hooks

python -m cmdop_claude.sidecar.hook scan
python -m cmdop_claude.sidecar.hook status
python -m cmdop_claude.sidecar.hook map-update          # debounced
python -m cmdop_claude.sidecar.hook inject-tasks         # for UserPromptSubmit
python -m cmdop_claude.sidecar.hook fix <task_id> [--apply]
python -m cmdop_claude.sidecar.hook init
python -m cmdop_claude.sidecar.hook acknowledge <id> [days]

Integration with Claude Code hooks:

{
  "hooks": {
    "PostToolUse": [{
      "matcher": "Write|Edit",
      "command": "python -m cmdop_claude.sidecar.hook map-update"
    }],
    "UserPromptSubmit": [{
      "command": "python -m cmdop_claude.sidecar.hook inject-tasks"
    }]
  }
}

Python API

from cmdop_claude import Client

client = Client()

# Review → find issues
result = client.sidecar.generate_review()

# Fix a specific task
fix = client.sidecar.fix_task("T-001", apply=True)

# Init bare project
init = client.sidecar.init_project()

# Generate project map
project_map = client.sidecar.generate_map()

Streamlit Dashboard

make run   # http://localhost:8501

Configuration

Variable	Default	Description
CMDOP_CLAUDE_DIR_PATH	.claude	Path to .claude directory
SDKROUTER_API_KEY	—	API key for SDKRouter
CLAUDE_CP_SIDECAR_MODEL	deepseek/deepseek-v3.2	LLM model for sidecar
CMDOP_DEBUG_MODE	false	Debug logging

File Layout

.claude/
├── CLAUDE.md                # project instructions
├── project-map.md           # auto-generated structure map
├── rules/*.md               # coding rules
└── .sidecar/                # runtime state (git-ignored)
    ├── review.md            # latest review
    ├── history/*.md         # past reviews
    ├── tasks/T-001.md       # task queue (YAML frontmatter + md)
    ├── map_cache.json       # annotation cache (SHA256)
    ├── usage.json           # daily token tracking
    └── suppressed.json      # acknowledged items

Architecture

src/cmdop_claude/
├── _config.py                  # Pydantic Settings
├── models/
│   ├── sidecar.py              # Review, Fix, Init models
│   ├── project_map.py          # Map models
│   └── task.py                 # Task models
├── services/
│   └── sidecar_service/        # Decomposed into domain mixins
│       ├── _base.py            # State, lock, scan, usage
│       ├── _review.py          # LLM review + review.md
│       ├── _fix.py             # LLM fix for tasks
│       ├── _init.py            # LLM project init
│       ├── _tasks.py           # Task CRUD
│       ├── _mcp.py             # MCP registration
│       └── _status.py          # Status + map access
├── sidecar/
│   ├── server.py               # FastMCP server (11 tools)
│   ├── hook.py                 # CLI (7 commands)
│   ├── scanner.py              # .claude/ filesystem scanner
│   ├── mapper.py               # Project map generator
│   ├── exclusions.py           # Junk filter + .gitignore
│   ├── cache.py                # SHA256 annotation cache
│   ├── tasks.py                # Task queue manager
│   └── prompts.py              # LLM prompt templates
└── ui/app.py                   # Streamlit dashboard

Cost

Operation	Tokens	Cost
Documentation review	~1800	~$0.0005
Fix a task	~500	~$0.0001
Project init	~2300	~$0.0006
Map generation (7 dirs)	~1400	~$0.0004
Map incremental (cached)	0	$0.00
Tasks / status / read	0	$0.00

Full cycle: ~$0.001. Daily estimate: ~$0.003/day.

Testing

make test   # 273 tests

Development

make patch          # 0.1.0 → 0.1.1
make minor          # 0.1.0 → 0.2.0
make build          # sdist + wheel
make publish        # upload to PyPI
make publish-test   # upload to TestPyPI

License

MIT