85.2
Overall
Strengths
- AGENTS.md / CLAUDE.md
- CI configuration
- CONTRIBUTING guide
- Dependency manifest
- License file
Gaps
- Linter / formatter config
Suggestions to improve for a specific model
- 1Linter / formatter configConfigure a linter/formatter (ESLint+Prettier, Biome, Ruff, rustfmt+clippy, golangci-lint) and commit the config.+7.9 pts
- 2Reproducible dev envAdd a Makefile or devcontainer or Dockerfile so the agent can set up the project in one command.+3.6 pts
- 3Manageable sizeIf possible, split into smaller modules or carve out a focused entry path. Document where to start in AGENTS.md.+3.3 pts
Per-model scores
Claude Code
Weights AGENTS.md and tests heavily — Claude Code leans on an instructions file and a fast feedback loop.
Cursor
Weights type config and a detailed README highly — Cursor's inline edits benefit from static types and skim-readable docs.
Devin
Weights CI and reproducible envs highly — Devin runs in a sandboxed VM and needs end-to-end automation.
GPT-5 Codex
Balanced profile as a reference point.
Signal breakdown
AGENTS.md / CLAUDE.md· 100% pass
Substantive (2645 chars)
AGENTS.md
CI configuration· 100% pass
32 GitHub Actions workflow(s)
.github/workflows
CONTRIBUTING guide· 100% pass
Guide present
CONTRIBUTING.md
Dependency manifest· 100% pass
Manifest present
package.json
Reproducible dev env· 70% pass
Has flake.nix
flake.nix
License file· 100% pass
License present
LICENSE
Linter / formatter config· 0% pass
No linter/formatter config found
Pre-commit / git hooks· 100% pass
Hook framework configured
.husky
README· 100% pass
README detailed (6225 chars)
README.md
Manageable size· 50% pass
4498 files — large
Test suite· 100% pass
Found /specs
specs
Type configuration· 100% pass
Type config present
tsconfig.json