A well-known project done right. Strong docs and solid engineering throughout.

a recursive self-improving harness designed to help your agents (and future iterations of those agents) succeed on any task

Outstanding. A score of 95/100 puts this repo in a very small tier of truly well-engineered projects.

Documentation

100

README12pt100

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Contributing guide5pt100

Contributing guide is detailed and thorough.

Engineering

90

Tests18pt80

Test files detected (autocontext/smoke_test.py).

Reproducibility6pt80

Lockfile present (autocontext/uv.lock). Installs are reproducible.

CI/CD14pt100

CI is configured (.github/workflows/ci.yml).

Linting and formatting5pt100

Linter or formatter configured (.prettierrc.json).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (autocontext/pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 102
    Forks
  • 0
    Releases

Community

  • Community health
  • authors own >50% of commits
  • 1,214
    Watchers

Responsiveness

  • <1h
    Median issue response
  • 1h
    Median PR merge time
  • 0
    Open issues
Repository files26 root entries
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Issue or PR templates present.
  • autocontext
    Good: Test files detected (autocontext/smoke_test.py).
    Good: Lockfile present (autocontext/uv.lock). Installs are reproducible.
    Good: Dependency manifest found (autocontext/pyproject.toml).
  • docs
  • examples
  • fixtures
  • infra
    Good: Environment pinned via infra/docker/Dockerfile.
  • knowledge
  • packages
  • pi
  • protocol
  • runs
  • scripts
  • skills
  • ts
  • .env.example
  • .gitignore
    Good: .gitignore present.
  • .prettierrc.json
    Good: Linter or formatter configured (.prettierrc.json).
  • AGENTS.md
  • CHANGELOG.md
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • SECURITY.md
    Good: Security policy present.
  • SUPPORT.md