Star200+

Pre-install eval

karpathy-wiki-capture 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
68
Eval report
70
Trust
77
Audit
45
Agent safety

do not auto install

Permission surface: shell or command execution, filesystem or document access

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate karpathy-wiki-capture before installing it in an agent workflow
  • automation
  • Research agents 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-capture

Install command safety

92

pass

standard package or runtime install path

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

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

45

warn

Sparse or mixed signals. Useful for discovery, but not for autonomous installation.

  • Test manually in an isolated workspace and compare against safer alternatives.
  • High-risk permission hints: 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
  • The skill references internal commands (bin/wiki capture, wiki ingest-now, wiki tick) without explaining their availability or fallback behavior, which could cause confusion if the environment lacks them.
  • High-risk permission hints: Shell or command execution
  • Permission surface may require sandboxing
  • Terms like 'bounded dispatcher' and 'iron-rule contract' are used without definition, reducing clarity for agents unfamiliar with the karpathy-wiki system.

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.