juyterman1000/entroly
Grade a repo

0

/ 100

GradeA

Polished and well engineered. Punching above its star count.

Cut your Claude / OpenAI / Gemini bill 70–95% on AI coding. Local proxy that compresses context, keeps provider caches hot, and verifies LLM output ($0 hallucination guard). Drop-in for Cursor, Claude Code, Codex, Aider + 34 more and custom providers — 30s, no code changes

Documentation97
Engineering93
Health98
Python418Apache-2.0today

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

Documentation

97

Install and run instructions9pt90

README documents how to install the project.

Contributing guide5pt99

Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.

→ Add setup instructions, code style notes, and how to run tests.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

93

Tests18pt80

Test files detected (benchmarks/memory_fabric_stress_test.py).

CI/CD14pt100

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

Linting and formatting5pt100

Linter or formatter configured (ruff.toml).

Reproducibility6pt100

Lockfile present (entroly-core/Cargo.lock). Installs are reproducible.

Issue and PR templates6pt100

Issue or PR templates present.

Project health

98

Dependency manifest6pt93

Dependency manifest found (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)
  • 66
    Forks
  • 21
    Releaseslatest 25d ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 418
    Watchers

Responsiveness

  • -
    Median issue response
  • 3h
    Median PR merge time
  • 0
    Open issues
Repository files50 root entries
  • .claude
  • .claude-plugin
  • .devcontainer
  • .githooks
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 3 ecosystems (pip, cargo, github-actions). Dependencies stay current.
    Good: Issue or PR templates present.
  • .kiro
  • .vscode
  • algorithms
  • bench
  • benchmarks
    Good: Test files detected (benchmarks/memory_fabric_stress_test.py).
  • cookbook
  • docs
  • entroly
  • entroly-core
    Good: Lockfile present (entroly-core/Cargo.lock). Installs are reproducible.
  • entroly-qccr
  • entroly-wasm
  • examples
  • packaging
  • proofs
  • research
  • scripts
  • tests
  • .dockerignore
  • .gitattributes
  • .github-ignore
  • .gitignore
    Good: .gitignore present.
  • .mcp.json
  • AGENTS.md
  • BENCHMARKS.md
  • BIPT.md
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Issue: Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    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.
  • daemon.sh
  • demo.tape
  • docker-compose.yml
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • Dockerfile.entroly
  • install.sh
  • LICENSE
    Good: Licensed under Apache-2.0.
  • NOTICE
  • PRIVACY.md
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • 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.
  • RESEARCH.md
  • ruff.toml
    Good: Linter or formatter configured (ruff.toml).
  • run_real_mcp_test.py
  • run_real_proxy_test.py
  • SECURITY.md
    Good: Security policy present.
  • smithery.yaml