99/ 100 · A
Polished and well engineered. Punching above its star count.
The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.
Python275 starsApache-2.0updated today
Outstanding work. A score of 99/100 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
Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.
- 2CI/CDEngineeringInfo
Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
- 3ReproducibilityEngineeringIssue
Add additional package-ecosystem entries (especially github-actions) to keep all dependencies current.
Detailed breakdown
Documentation
100- 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 Apache-2.0.
- Contributing guide100
- Contributing guide is detailed and thorough.
- Contributing guide includes setup/install instructions.
- Contributing guide describes code style expectations.
- Contributing guide explains how to run tests.
- Contributing guide describes the PR/review workflow.
- Contributing guide includes code examples.
- Code of conduct present.
Engineering
99- Tests100
- Test files detected (examples/happy-test/test_figma.py).
- Pytest is fully configured in pyproject.toml with testpaths and test files detected.
- 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.
- Optional: add type checking to CI.Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.
- Optional: report test coverage in CI.Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
- Linting and formatting100
- Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).
- Reproducibility92
- Lockfile present (requirements.txt). Installs are reproducible.
- Environment pinned via Dockerfile.
- Dockerfile uses multi-stage builds (smaller, more secure images).
- Dockerfile includes a HEALTHCHECK instruction.
- Dockerfile runs as a non-root user.
- Dependabot configured for pip.
- Dependabot only covers one ecosystem (−8 pts). Covering 2+ ecosystems earns the full +20 pts.Add additional package-ecosystem entries (especially github-actions) to keep all dependencies current.
- Issue and PR templates100
- Issue or PR templates present.
- Security policy present.
Project health
100- Dependency manifest100
- Dependency manifest found (pyproject.toml).
- pyproject.toml has a [project] table with package metadata.
- pyproject.toml includes a description.
- pyproject.toml specifies requires-python, preventing installs on incompatible versions.
- pyproject.toml has a [build-system] table. The package can be built and published.
- Repository metadata100
- Repository has a description.
- Primary language detected: Python.
- pyproject.toml [project] metadata is complete (description, authors, urls).
- Activity100
- Actively maintained (pushed within the last month).
- 275 stars.
- Housekeeping100
- .gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- —Commits (30d / 90d)
- 48Forks
- 5Releaseslatest 23d ago
Community
- —Community health
- —authors own >50% of commits
- 275Watchers
Responsiveness
- 4hMedian issue response
- 3d 19hMedian PR merge time
- 2Open issues
Repository files46 root entries
- .flyto
- .githubGood: CI is configured (.github/workflows/ci.yml).Good: Dependabot configured for pip.Good: Issue or PR templates present.
- audit_report
- demo
- docs
- examplesGood: Test files detected (examples/happy-test/test_figma.py).
- handoffs
- out
- plugin-template
- scripts
- src
- tests
- workflows
- .dockerignore
- .env.example
- .flyto-rules.yaml
- .gitignoreGood: .gitignore present.
- AGENTS.md
- ARCHITECTURE.md
- CHANGELOG.md
- CLAUDE.md
- CODE_OF_CONDUCT.mdGood: Code of conduct present.
- CONTRIBUTING.mdGood: 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.
- DECISIONS.md
- demo.gif
- demo.py
- demo.tape
- DockerfileGood: Environment pinned via Dockerfile.
- LICENSEGood: Licensed under Apache-2.0.
- MANIFEST.in
- NOTICE
- PROJECT.md
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- 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.
- registry.json
- requirements-integrations.txt
- requirements.lock
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.
- ROADMAP.md
- run_demo.sh
- run.py
- SECURITY.mdGood: Security policy present.
- server.json
- setup.py
- STATE.md
- tasks.md