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Up to 4 tools, same rows for each: what it is, what it really costs, the trap, and how to wire it up. The URL carries your picks — send it to anyone.
karpathy-skillsponytail
Quick read
- Editor's pick: karpathy-skills.
| Field | karpathy-skillsgithub.com | ponytailgithub.com |
|---|---|---|
| What it is | A ~65-line CLAUDE.md built around four LLM coding failure modes Karpathy identified. Adds no tools — it changes how the agent decides: surface assumptions before coding, refuse speculative abstraction, keep diffs scoped, define a verifiable stopping condition. ~203k stars. | A ruleset premised on 'the best code is code you never wrote'. Applies a seven-rung decision ladder forcing the agent to exhaust stdlib, existing project code and dependencies before writing anything new. Repo claims ~54% less code, 20% cheaper, 27% faster. ~104k stars. |
| Category | Planning & reasoning | Planning & reasoning |
| Cost tier | free | free |
| Pricing | Free | Free · MIT |
| Why builders pick it | Cheapest quality win on the entire list. One file, no install, works alongside everything else. 'Surgical Changes' alone stops the drive-by refactors that break a working layout while fixing something unrelated. | Directly relevant to a Lovable project, where the failure mode is Claude re-implementing a component that already exists three folders over. Also ships review, audit and debt-tracking commands. |
| Watch out for | not logged | not logged |
| How to wire it up | curl -o CLAUDE.md .../main/CLAUDE.md | /plugin marketplace add DietrichGebert/ponytail |
| Editor's pick | Yes | No |
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# Tool comparison — karpathy-skills vs ponytail Source: Kbaise, a directory of tools that work with Lovable projects. Pick one and tell me why before writing any integration code. ## karpathy-skills (karpathy-skills) - URL: https://github.com/multica-ai/andrej-karpathy-skills - Category: Planning & reasoning - Cost: free — Free - What it is: A ~65-line CLAUDE.md built around four LLM coding failure modes Karpathy identified. Adds no tools — it changes how the agent decides: surface assumptions before coding, refuse speculative abstraction, keep diffs scoped, define a verifiable stopping condition. ~203k stars. - Why builders pick it: Cheapest quality win on the entire list. One file, no install, works alongside everything else. 'Surgical Changes' alone stops the drive-by refactors that break a working layout while fixing something unrelated. - Wiring: curl -o CLAUDE.md .../main/CLAUDE.md - Full dossier: /api/public/tools/karpathy-skills ## ponytail (ponytail) - URL: https://github.com/DietrichGebert/ponytail - Category: Planning & reasoning - Cost: free — Free · MIT - What it is: A ruleset premised on 'the best code is code you never wrote'. Applies a seven-rung decision ladder forcing the agent to exhaust stdlib, existing project code and dependencies before writing anything new. Repo claims ~54% less code, 20% cheaper, 27% faster. ~104k stars. - Why builders pick it: Directly relevant to a Lovable project, where the failure mode is Claude re-implementing a component that already exists three folders over. Also ships review, audit and debt-tracking commands. - Wiring: /plugin marketplace add DietrichGebert/ponytail - Full dossier: /api/public/tools/ponytail ## Quick read - Editor's pick: karpathy-skills. ## Rules 1. Prefer the free tier when no budget was stated, and say what the ceiling is. 2. Read the full dossier before integrating. 3. Fetch /api/public/models before writing any AI model ID.
Agents can fetch the same thing: GET /api/public/compare?slugs=karpathy-skills,ponytail