Star200+

Pre-install eval

karpathy-wiki-ingest Eval report.

A machine-readable install decision for agents: task fit, Trust Score, Audit Score, install safety, permission surface, and a concrete validation plan before this skill touches a workspace.

FailedHigh riskBLOCK Policy
66
Eval report
70
Trust
77
Audit
33
Agent safety

do not auto install

Agent safety gate: This skill should not be selected by an agent without explicit human security review.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate karpathy-wiki-ingest before installing it in an agent workflow
  • automation
  • RAG and knowledge workflows; Claude Code teams; builders willing to evaluate younger projects

Install path

92

pass

Install handoff is available.

  • npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-ingest

Install command safety

92

pass

standard package or runtime install path

  • npx skills add toolboxmd/karpathy-wiki --skill karpathy-wiki-ingest

Trust score

70

warn

Potentially useful, but at least one trust signal needs human inspection.

  • Manual review
  • 101 GitHub stars
  • MIT

Audit score

77

warn

Needs review

  • Permission surface may require sandboxing

Agent safety gate

33

fail

This skill should not be selected by an agent without explicit human security review.

  • Do not auto-install. Inspect the source, dependencies, and permission surface first.
  • Metadata combines secrets access with shell or command execution

License clarity

86

pass

MIT

  • MIT

Permission surface

50

fail

shell or command execution, filesystem or document access

  • Shell or command execution: high
  • Network access: medium
  • Filesystem access: medium

Validation plan

What the agent should do next

  1. 1Inspect repository, README/SKILL.md, license, and recent commits before production use.
  2. 2Install in an isolated workspace or sandbox with no production secrets available.
  3. 3Run the smallest representative task and record files touched, commands run, network access, and outputs.
  4. 4Compare the selected skill against at least one alternative when the eval status is review or failed.
  5. 5Promote only after the agent reports a successful verification result and unresolved warnings are accepted.

Do not use when

Conditions that require another skill

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • SKILL.md is truncated in the provided excerpt, but the visible content is coherent and complete enough for evaluation.
  • High-risk permission hints: Shell or command execution, Secrets or environment access
  • Permission surface may require sandboxing
  • The skill depends on external scripts (wiki-issue-log.sh, wiki-validate-page.py) that are not included in the skill directory; however, they are part of the repository and expected to be present.

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

86

Metadata includes enough usage and workflow context

Recent maintenance

pass

100

2d since push

Alternatives available

pass

82

Alternative skills are available for comparison.