Keep one source at .agentkit/source.md, project it into the filenames real tools already read, add an agentkit contract when you need shared execution rules, then measure whether the setup is any good.
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Benchmark agents on your own tasks. MEASURE quality.
Generate or tighten context files before they drift.
Catch drift, stale paths, year-rot, and bloated instructions.
Learn from agent session logs. LEARN patterns.
MCP server exposing the toolkit. CONNECT tools.
Own the source of truth, fan it out, score it, and gate it.
pip install agentkit-cli
agentkit source --init
agentkit project --write
agentkit contract --init| Command | Description |
|---|---|
| agentkit source --init | Create a dedicated canonical source file at .agentkit/source.md |
| agentkit project --write | Write AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, AGENT.md, and llms.txt from that source |
| agentkit contract --init | Create an agentkit contract that keeps execution rules, deliverables, and validation visible to every agent |
| agentkit analyze github:owner/repo --share | Analyze any public GitHub repo and publish a shareable scorecard |
| agentkit burn --path ./transcripts | Inspect local coding-agent transcript spend and waste patterns |
| agentkit gate --min-score 80 | Fail CI when the setup drops below your quality bar |
| agentkit hooks install | Install pre-commit guardrails for the repo workflow |
See which trending GitHub repos score highest for agent-readiness today.
View Daily Trending ↗Track agent-readiness scores for today's trending repositories.
agentkit daily-duel --pagesScore all public repos in any GitHub org and rank them by agent-readiness.
View Leaderboard ↗Grade any developer's public repos for agent-readiness with a shareable profile card.
agentkit user-scorecard github:USERNAMEWatch the GitHub repo for new releases and features.
| Repository | Score | Grade |
|---|---|---|
| langchain-ai/langchain | 50 | C |
| fastapi/fastapi | 50 | C |
| django/django | 50 | C |
| psf/requests | 50 | C |
| pallets/flask | 50 | C |
| vercel/next.js | 50 | C |
| microsoft/vscode | 50 | C |
| nestjs/nest | 50 | C |
| supabase/supabase | 50 | C |
| trpc/trpc | 50 | C |
| rust-lang/rust | 50 | C |
| tokio-rs/tokio | 50 | C |
| actix/actix-web | 50 | C |
| hyperium/hyper | 50 | C |
| serde-rs/serde | 45 | D |
| golang/go | 50 | C |
| gin-gonic/gin | 50 | C |
| gofiber/fiber | 50 | C |
| spf13/cobra | 50 | C |
| kubernetes/kubernetes | 50 | C |