96
/ 100
Excellent work. The main thing left to polish is a contributing guide.
Pure Rust + CUDA LLM inference engine — no PyTorch, OpenAI-compatible, serves Qwen3 to Kimi-K2
Outstanding. A score of 96/100 puts this repo in a very small tier of truly well-engineered projects.
Top fixes
Highest-impact changes first, ranked by point weight
- 1Install and run instructions9pt
Add a .env.example listing all required environment variables so contributors know what to set up.
- 2Reproducibility6pt
Add .github/dependabot.yml with at least one package-ecosystem entry, or a renovate.json, so dependencies are updated automatically.
- 3Contributing guide5pt
Add setup instructions, code style notes, and how to run tests.
- 4Contributing guide5pt
Show new contributors how to get a local dev environment running.
Working through the fixes? Let every push regrade itself.
The free GitHub App rescans this repo on every push and posts the grade as a commit check, so the score climbs without coming back to rescan by hand.
Scorecard
Every check, grouped by category and sorted worst-first
Documentation
92
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.
README documents how to install the project.
README is present.
Licensed under Apache-2.0.
Engineering
98
Lockfile present (Cargo.lock). Installs are reproducible.
Test files detected (pegainfer-core/tests).
CI is configured (.github/workflows/ci.yml).
Rust linting configured (.editorconfig, cargo clippy in CI, cargo fmt in CI).
Issue or PR templates present.
Project health
100
Dependency manifest found (Cargo.toml).
Repository has a description.
Actively maintained (pushed within the last month).
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- -Commits (30d / 90d)
- 110Forks
- 2Releaseslatest 1mo ago
Community
- 62% - FairCommunity health
- 2 bus factorauthors own >50% of commits
- 712Watchers
Responsiveness
- 23hMedian issue response
- <1hMedian PR merge time
- 68Open issues
Repository files55 root entries
- .agents
- .claude
- .codex
- .cursor
- .githubGood: CI is configured (.github/workflows/ci.yml).Good: Issue or PR templates present.
- bench_snapshots
- deployGood: Environment pinned via deploy/tracing/docker-compose.yml.
- docker
- docs
- kvbm
- pegainfer-bench
- pegainfer-build
- pegainfer-coreGood: Test files detected (pegainfer-core/tests).
- pegainfer-cupti
- pegainfer-deepseek-v2-lite
- pegainfer-frontend
- pegainfer-gemma4
- pegainfer-glm52
- pegainfer-k3
- pegainfer-kernels
- pegainfer-kimi-k2
- pegainfer-kv-cache
- pegainfer-kv-offload
- pegainfer-kv-store
- pegainfer-qwen3
- pegainfer-qwen35
- pegainfer-sample
- pegainfer-server
- pegainfer-sim
- scripts
- test_data
- tests
- tools
- .dockerignore
- .editorconfigGood: Rust linting configured (.editorconfig, cargo clippy in CI, cargo fmt in CI).
- .gitignoreGood: .gitignore present.
- .gitmodules
- .pre-commit-config.yaml
- AGENTS.md
- Cargo.lockGood: Lockfile present (Cargo.lock). Installs are reproducible.
- Cargo.tomlGood: Dependency manifest found (Cargo.toml).
- CLAUDE.md
- CONTRIBUTING.mdIssue: 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.Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.Good: Contributing guide explains how to run tests.Good: Contributing guide describes the PR/review workflow.Issue: Contributing guide has no code examples (−5 pts).Fix: Add code blocks showing example commands for setup, running tests, and submitting a PR.
- hawk.toml
- install.sh
- LICENSEGood: Licensed under Apache-2.0.
- logo.png
- NOTICE
- NOTICE_DYNAMO
- 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.
- rust-toolchain.toml
- rustfmt.toml
- taplo.toml
- THIRD_PARTY_LICENSES_DYNAMO.txt
- typos.toml
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