Score your GitHub repo for AI coding agents
Details
- External ID
- 47419038
- Source
- HN
- Company
- —
- Product
- Score your GitHub repo for AI coding agents
- Website domain
- twill.ai
- Launched
- March 17, 2026
- Cohort
- —
- Upvotes
- 7
- Upvotes percentile
- 0.4108241082410824
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:26 p.m.
- Updated at
- Sept. 7, 2026, 9:26 p.m.
Enrichment
- Theme
- AI coding agents and developer tools
- Vertical
- —
- Function
- Analytics & BI
- Audience
- Developer
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- evaluate github repos for ai coding agents
- Manually corrected
- False
Could you build this?
Yes A scorecard tool that inspects GitHub repository files (e.g., checking for test coverage, documentation, linter configs) via GitHub's API can be easily scaffolded with standard web frameworks.
Discussion
5 comments analyzed.
Competitors mentioned: OpenAI's agent scoring framework (original research), AGENTS.md documentation approaches
Concerns raised: Decision records not followed in practice by most teams, Uncertainty whether all decisions need ADRs vs. AGENTS.md summaries, Linter detection not working reliably across repo types, Skepticism about whether this scoring actually correlates with real agent performance
Feature requests: Auto-detect and score git log as decision record alternative, Better handling of code comments vs. separate documentation, Improve linter detection across different languages/configurations, Clarify which decisions warrant ADRs vs. inline documentation
Competitors
Other products that read as similar to this one — 1198 launches clear the similarity bar, closest 8 shown.
Attention rank: #632 of 1199 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 139 days after the earliest competitor.
- Which public repos are friendliest to an AI coding agent? · hn · 2026-05-02 · 5 upvotes · similarity 0.65
- GitClaw · hn · 2026-02-06 · 12 upvotes · similarity 0.64
- DeepRepo · hn · 2026-03-29 · 17 upvotes · similarity 0.63
- VibeDrift · hn · 2026-06-25 · 5 upvotes · similarity 0.59
- coding-agent · github · 2026-09-19 · 76 upvotes · similarity 0.59
- RepoMethod · ph · 2026-09-13 · 2 upvotes · similarity 0.59
- Agentgit · hn · 2026-09-18 · 10 upvotes · similarity 0.58
- InsForge: The backend platform for AI-native developers · yc · 2026-05-18 · 32 upvotes · similarity 0.58
Other launches for this product
- No other launches for this product.