Skill comparison
Compare agent skills before installing.
Comparing 1 skill
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
karpathy-wiki-read is the strongest overall pick here because it has a 66/100 readiness score and fits Research agents.
Strongest overall
karpathy-wiki-read
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
karpathy-wiki-read
Best first install candidate based on install readiness and adoption.
Freshest repo
karpathy-wiki-read
Most recent maintenance signal among this shortlist.
| Signal | karpathy-wiki-read Read protocol for the main agent. Load on demand when answering ANY user question (per Iron Rule 4 in `using-karpathy-wiki/SKILL.md`). Defines the deterministic 6-step orientation ladder for finding wiki coverage of a question, when to inline-read vs spawn an Explore subagent vs fall through to web search, and the cite contract every wiki-grounded answer must satisfy. |
|---|---|
| Quality | 67/100 Promising |
| Decision verdict | 66/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 101 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 20, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-read |