98/ 100 · A
A well-known project done right. Strong docs and solid engineering throughout.
A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy.
TypeScript2,399 starsOtherupdated today
Outstanding work. A score of 98/100 puts this repo in a very small tier of truly well-engineered open source projects.
DocumentationREADME, setup, examples, license
EngineeringTests, CI, linting, lockfiles
Project healthDescription, activity, stars, deps
What to fix first
The highest-impact improvements for this repo.
- 1CI/CDEngineeringInfo
Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
- 2ReproducibilityEngineeringIssue
Add .github/dependabot.yml with at least one package-ecosystem entry so dependencies are updated automatically.
- 3ReproducibilityEngineeringInfo
Use a multi-stage Dockerfile.
Detailed breakdown
Documentation
98- README100
- README is present.
- README is well structured with multiple sections.
- README includes screenshots or visuals. Great for first impressions.
- README has code examples.
- README links to a live demo or deployed app.
- README includes status badges.
- Install and run instructions100
- README documents how to install the project.
- README documents how to run the project.
- .env.example is present. Contributors can see exactly which env vars to set.
- License100
- Licensed under Other.
- Contributing guide85
- Contributing guide is detailed and thorough.
- Contributing guide lacks a setup section (−12 pts).Show new contributors how to get a local dev environment running.
- Contributing guide describes code style expectations.
- Contributing guide lacks a testing section (−8 pts).Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).
- Contributing guide describes the PR/review workflow.
- Contributing guide includes code examples.
- Code of conduct present.
Engineering
98- Tests100
- Test files detected (benchmarks/arc-agi-3/kaggle/bitterbot_memory_py/tests).
- CI/CD100
Not applicable?
- CI is configured (.github/workflows/ci.yml).
- CI workflow runs tests.
- CI runs on pull requests, not just on pushes to main.
- CI workflow runs a lint or format check.
- CI runs type checking (tsc, mypy, cargo check, etc.).
- Optional: report test coverage in CI.Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
- CI tests across multiple environments or versions.
- CI includes a build step.
- Linting and formatting100
- Linter or formatter configured (.swiftlint.yml).
- Reproducibility80
- Lockfile present (pnpm-lock.yaml). Installs are reproducible.
- Environment pinned via Dockerfile.
- Consider using a multi-stage Dockerfile (builder + runtime stage) for smaller, more secure images.Use a multi-stage Dockerfile.
- Dockerfile runs as a non-root user.
- No Dependabot config (adding it earns up to +20 pts).Add .github/dependabot.yml with at least one package-ecosystem entry so dependencies are updated automatically.
- Issue and PR templates100
- Issue or PR templates present.
- Security policy present.
Project health
100- Dependency manifest100
- Dependency manifest found (package.json).
- package.json has a description field.
- package.json links back to the repository.
- Repository metadata100
- Repository has a description.
- Primary language detected: TypeScript.
- package.json metadata is complete (description, keywords, repository).
- Activity100
- Actively maintained (pushed within the last month).
- 2,399 stars.
- Housekeeping100
- .gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- —Commits (30d / 90d)
- 419Forks
- 1Releaseslatest 2mo ago
Community
- —Community health
- —authors own >50% of commits
- 2,399Watchers
Responsiveness
- 14hMedian issue response
- <1hMedian PR merge time
- 2Open issues
Repository files57 root entries
- .githubGood: CI is configured (.github/workflows/ci.yml).Good: Issue or PR templates present.
- benchmarksGood: Test files detected (benchmarks/arc-agi-3/kaggle/bitterbot_memory_py/tests).
- deploy
- desktop
- docs
- extensions
- git-hooks
- orchestrator
- scripts
- skills
- src
- test
- vendor
- .detect-secrets.cfg
- .dockerignore
- .env.example
- .gitattributes
- .gitignoreGood: .gitignore present.
- .markdownlint-cli2.jsonc
- .npmrc
- .oxfmtrc.jsonc
- .oxlintrc.json
- .pre-commit-config.yaml
- .secrets.baseline
- .shellcheckrc
- .swiftformat
- .swiftlint.ymlGood: Linter or formatter configured (.swiftlint.yml).
- AGENTS.md
- bitterbot.mjs
- bitterbot.podman.env
- CODE_OF_CONDUCT.mdGood: Code of conduct present.
- CONTRIBUTING.mdGood: Contributing guide is detailed and thorough.Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.Good: Contributing guide describes code style expectations.Issue: Contributing guide lacks a testing section (−8 pts).Fix: Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).Good: Contributing guide describes the PR/review workflow.Good: Contributing guide includes code examples.
- docker-compose.yml
- docker-setup.sh
- DockerfileGood: Environment pinned via Dockerfile.
- Dockerfile.sandbox
- Dockerfile.sandbox-browser
- Dockerfile.sandbox-common
- how-the-memory-works.md
- LICENSEGood: Licensed under Other.
- package.jsonGood: Dependency manifest found (package.json).
- pnpm-lock.yamlGood: Lockfile present (pnpm-lock.yaml). Installs are reproducible.
- pnpm-workspace.yaml
- README.mdGood: 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.mdGood: Security policy present.
- self_harness_integration_study.md
- setup-podman.sh
- tsconfig.json
- tsconfig.plugin-sdk.dts.json
- tsconfig.test.json
- tsdown.config.ts
- vitest.config.ts
- vitest.e2e.config.ts
- vitest.extensions.config.ts
- vitest.gateway.config.ts
- vitest.live.config.ts
- vitest.unit.config.ts