cmdop-claude 0.1.75

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

cmdop-claude

Self-maintaining .claude/ runtime for Claude Code. Keeps your project documentation accurate, your context lean, and your LLM session aware of what matters — automatically.

~$0.003 per full cycle (scan → review → fix → map) using DeepSeek V3.2.

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What it does

• Documentation review — LLM finds stale docs, contradictions, coverage gaps, abandoned plans. Runs automatically once per day.
• Project map — annotates directories with one-sentence descriptions. Cached by SHA256; only changed dirs cost tokens.
• Task queue — review findings become structured tasks (T-001.md, ...). Top pending items injected into every prompt automatically.
• Auto-fix — LLM generates targeted file edits for any task. Preview diff or apply directly.
• Project init — bootstraps CLAUDE.md + rules/ from scratch using a two-step LLM pipeline.
• Rules system — generates .claude/rules/*.md with paths: frontmatter so rules load lazily (only when relevant files are open). Use sidecar_add_rule to persist discovered patterns.
• Docs search (FTS5) — docs_search / docs_get with BM25 full-text search. No external service.
• Docs semantic search — docs_semantic_search via sqlite-vec embeddings. Build index with make embed-docs.
• Plugin browser — searches Smithery + Official MCP registries (~1000 plugins).
• Skill Studio — install, browse, edit Claude Code skills from claude-plugins.dev.
• Changelog system — changelog/vX.Y.Z.md per release. changelog_list / changelog_get MCP tools.
• Auto-update — checks PyPI once per 6 hours, upgrades silently in background.
• Streamlit dashboard — 12-tab UI for all of the above.

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Install

pip install cmdop-claude

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

Quick Start

pip install 'cmdop-claude[ui]'
cd your-project
python -m cmdop_claude.sidecar.hook setup

setup registers the MCP server, installs hooks, configures .claude/, and generates docs if none exist.

Then set your API key:

export OPENROUTER_API_KEY=sk-or-...   # OpenRouter (recommended)
export OPENAI_API_KEY=sk-...          # OpenAI
export SDKROUTER_API_KEY=...          # SDKRouter

Or configure it in the dashboard: make run → Settings & Security → LLM Provider.

Uninstall

python -m cmdop_claude.sidecar.hook unregister

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MCP Tools (quick reference)

Tool	Description
sidecar_scan	Run documentation review
sidecar_map	Generate/update project map
sidecar_tasks	List/create/update tasks
sidecar_fix	Generate fix for a task
sidecar_init	Bootstrap .claude/ for bare projects
sidecar_add_rule	Add/update a rule in .claude/rules/
docs_search	Full-text search across bundled + custom docs
docs_semantic_search	Semantic vector search over docs
changelog_list / changelog_get	Browse release history

→ Full table with all 19 tools: docs/mcp-tools.md

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Dashboard

make run   # http://localhost:8501

12 tabs: Overview, Project Map, Task Queue, Changelog, Skills, Plugins, Docs, MCP, Hooks, Settings, Sidecar, Trigger Graph.

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Docs

• MCP Tools — all 19 tools, query syntax
• Configuration — LLM providers, env vars, docs sources, vector index
• CLI Reference — all commands + Python API
• Architecture — how it works, source tree, file layout
• Cost — token usage per operation

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Testing

make test   # 455+ tests

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License

MIT