CodeClaw

CodeClaw converts Claude Code and Codex sessions into privacy-safe training datasets with review gates, background sync, and MCP memory retrieval.

TL;DR

• Run codeclaw setup once.
• Run codeclaw export --no-push to produce a local reviewed dataset.
• Run codeclaw confirm ... to pass review gates.
• Run codeclaw export --publish-attestation "..." only after explicit approval.

Default UX

• Running plain codeclaw opens the full-screen TUI.
• Running codeclaw export ... keeps the scripted CLI flow.

Why CodeClaw

• Turn day-to-day coding sessions into structured, reusable training data.
• Keep privacy controls first-class with redaction and manual review gates.
• Preserve historical problem-solving context through MCP-accessible session memory.

Core Capabilities

• Multi-source ingestion:
  • Claude Code and Codex session discovery and parsing.
  • Experimental adapter routing for Cursor, Windsurf, Aider, Continue.dev, Antigravity, VS Code, Zed, and Xcode beta logs.
• Privacy-aware export:
  • Secret and PII redaction, username anonymization, and project-level exclusions.
  • Layered privacy engine: regex baseline + optional ML NER (codeclaw[pii-ml]).
• Controlled publishing workflow:
  • Local export, user review attestations, confirm gate, then push.
  • Immutable dataset version snapshots + dedupe index on publish.
• Continuous mode:
  • Background watch daemon for incremental sync.
• Memory tooling:
  • MCP server with search, project patterns, trajectory stats, session lookup, graph similarity retrieval, and index refresh.

Install

pip install codeclaw

Optional extras:

pip install "codeclaw[pii-ml]"    # Presidio + spaCy detection layer
pip install "codeclaw[mcp]"       # MCP server runtime
pip install "codeclaw[finetune]"  # Experimental local fine-tune scaffolding

From source:

git clone https://github.com/ychampion/codeclaw.git
cd codeclaw
pip install -e ".[dev]"

Check installed version:

codeclaw --version

Quick Start

# Guided onboarding (HF auth help, repo setup, project scope, MCP, watcher)
codeclaw setup

# Reset local setup for a clean re-test (config/state/MCP entry)
codeclaw reset --all --yes

# Verify environment and connected scope
codeclaw doctor
codeclaw projects --source both
codeclaw stats
codeclaw diff --format json
codeclaw config --encryption status

# Export locally first
codeclaw export --no-push

# Review and confirm
codeclaw confirm \
  --full-name "YOUR FULL NAME" \
  --attest-full-name "Asked for full name and scanned export." \
  --attest-sensitive "Reviewed for company/client/private identifiers." \
  --attest-manual-scan "Manually reviewed representative sessions."

# Publish only after explicit approval
codeclaw export --publish-attestation "User explicitly approved publishing to Hugging Face."

# Optional one-command sharing flow
codeclaw share --publish --publish-attestation "User explicitly approved publishing to Hugging Face."

Commands

Command	Description
codeclaw status	Show current stage and next steps (JSON)
codeclaw prep	Discover projects and auth state
codeclaw setup	Guided onboarding (HF, dataset repo, projects, MCP, watcher)
codeclaw doctor	Verify logs, HF auth, MCP registration, and runtime PATH/version diagnostics
codeclaw stats	Show session, token, redaction, and export metrics
codeclaw stats --skill	Include trajectory-based growth metrics
codeclaw diff	Preview exactly what would be redacted before confirm
codeclaw projects	Manage connected project scope
`codeclaw reset [--all	--config
codeclaw list	List projects with source, size, and exclusion state
codeclaw config ...	Configure repo, sources, exclusions, and redactions
`codeclaw config --encryption on	off
codeclaw export --no-push	Export locally for review
codeclaw export --dry-run	Preview what would be exported/published without writing files
codeclaw confirm ...	Run checks and unlock push gate
codeclaw export --publish-attestation "..."	Push dataset after approval
codeclaw share [--publish]	Fast export flow with optional publish + dataset card update
`codeclaw watch --start	--stop
codeclaw watch --logs [--follow]	View daemon logs with optional streaming
codeclaw watch --monitor [--follow]	Live watch monitor (status + recent activity)
codeclaw watch --switch-project "<name>"	Quickly scope watcher to one project
codeclaw watch --set-projects "a,b"	Set connected project scope directly
codeclaw console	Interactive slash-command terminal (/status, /logs, /scope, /run)
codeclaw tui	Full-screen TUI with activity feed, slash commands, jobs, and plugins
codeclaw serve	Start MCP server over stdio
codeclaw install-mcp	Register MCP server in Claude config
codeclaw finetune --experimental	Preview fine-tune scaffold for local experimentation
codeclaw synthesize --project <name>	Generate CODECLAW.md from synced sessions
codeclaw update-skill claude	Install/update local CodeClaw skill

Additional source filters are available for adapter-backed ingestion:

• cursor, windsurf, aider, continue, antigravity, vscode, zed, xcode-beta

Watch transparency examples:

codeclaw watch --status
codeclaw watch --monitor --follow
codeclaw watch --logs --follow
codeclaw watch --pause
codeclaw watch --resume
codeclaw watch --switch-project "codex:codeclaw"

Interactive console mode:

codeclaw console --source codex
# Then inside the prompt:
/status
/projects
/scope codex:codeclaw
/logs 80
/run export --no-push

Full-screen TUI mode:

codeclaw
# equivalent explicit command:
codeclaw tui --source both

If plain codeclaw prints export/confirm JSON instead of opening TUI, you are on an older build. Upgrade and verify:

pip install --upgrade codeclaw
codeclaw --version

Inside the TUI:

/help
/status
/source codex
/watch on
/logs 80
/projects
/scope codex:codeclaw
/export --dry-run
/jobs
/plugins list

Minimal local plugin example (./plugins/echo):

plugins/
  echo/
    plugin.json
    plugin.py

plugin.json:

{
  "name": "echo",
  "version": "0.1.0",
  "entrypoint": "plugin.py",
  "description": "Simple echo command"
}

plugin.py:

from codeclaw.tui.types import CommandResult


def register(ctx):
    def _echo(_app, args):
        return CommandResult(ok=True, message=" ".join(args) if args else "echo")

    ctx.register_command("echo", _echo, "Echo input text", usage="/echo <text>")

MCP Memory Server

Install optional MCP dependency:

pip install "codeclaw[mcp]"
codeclaw install-mcp

Available MCP tools:

• search_past_solutions(query, max_results=5)
• get_project_patterns(project=None)
• get_trajectory_stats()
• get_session(session_id)
• find_similar_sessions(context, max_results=5)
• refresh_index()

Privacy and Safety

CodeClaw is designed for private-by-default workflows:

• path and username anonymization
• secret and high-entropy token detection
• custom redaction lists
• manual confirmation and attestation gates before publish
• encryption-at-rest support for local artifacts with keyring-backed key management

Automated redaction is not perfect. Always review local exports before publishing.

Package Distribution

• Primary: PyPI (pip install codeclaw)
• Release artifacts: wheel/sdist are attached to each GitHub tag release.
• Optional: publish to a secondary PyPI-compatible index by setting repository secrets:
  • SECONDARY_PYPI_REPOSITORY_URL
  • SECONDARY_PYPI_USERNAME
  • SECONDARY_PYPI_PASSWORD

README Sync Policy

README command docs are enforced in CI:

• tests/test_docs_consistency.py validates command naming and branding markers.
• A CLI help parity test ensures README command rows stay aligned with the real CLI surface.

If commands change, CI fails until README is updated.

Community

• Contribution guide: CONTRIBUTING.md
• Security policy: SECURITY.md
• Support channels: SUPPORT.md
• Code of conduct: CODE_OF_CONDUCT.md
• Release process: RELEASE.md

License

MIT - see LICENSE.