OpenAgentSkill Registry Manifest
Skill: karpathy-wiki-read
Slug: toolboxmd-karpathy-wiki-read
Category: research
Description: 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.

Agent fit:
- Decision: 66/100 Prototype first
- Primary fit: Research agents
- Role: Fallback candidate

Supply profile:
- Track: Research and knowledge work
- Scenario: Research agents
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 2d since push
- Risk: Safe to try

Trust:
- Trust score: 81/100 Strong shortlist
- Audit: 82/100 Safe to try

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: toolboxmd
- Claim URL: https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-read#claim-this-skill

Install:
npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-read

URLs:
- Web: https://www.openagentskill.com/skills/toolboxmd-karpathy-wiki-read
- API: https://www.openagentskill.com/api/agent/skills/toolboxmd-karpathy-wiki-read
- Install API: https://www.openagentskill.com/api/skills/toolboxmd-karpathy-wiki-read/install
- Repository: https://github.com/toolboxmd/karpathy-wiki/tree/main/skills/karpathy-wiki-read