Star200+

Pre-install eval

nsfc-benzi-audit 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.

Needs reviewMedium riskREVIEW Policy
69
Eval report
71
Trust
77
Audit
53
Agent safety

manual review

Test manually in an isolated workspace and compare against safer alternatives.

Required gates

Checks an agent must pass before install

Open JSON

Task fit

94

pass

Task wording matches this skill metadata.

  • Evaluate nsfc-benzi-audit before installing it in an agent workflow
  • security
  • Document processing workflows; Claude Code teams; builders willing to evaluate younger projects

Install path

92

pass

Install handoff is available.

  • npx skills add jiankang1991/nsfc-benzi-audit --skill nsfc-benzi-audit

Install command safety

92

pass

standard package or runtime install path

  • npx skills add jiankang1991/nsfc-benzi-audit --skill nsfc-benzi-audit

Trust score

71

warn

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

  • Manual review
  • 46 GitHub stars
  • MIT

Audit score

77

warn

Needs review

  • The SKILL.md excerpt is truncated, but the provided content is sufficient to assess the skill's purpose and workflow.

Agent safety gate

53

warn

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

  • Test manually in an isolated workspace and compare against safer alternatives.
  • The SKILL.md excerpt is truncated, but the provided content is sufficient to assess the skill's purpose and workflow.

License clarity

86

pass

MIT

  • MIT

Permission surface

72

warn

filesystem or document access, network or browser access

  • Browser automation: medium
  • 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
  • Low GitHub adoption signal
  • The SKILL.md excerpt is truncated, but the provided content is sufficient to assess the skill's purpose and workflow.
  • The skill references external references (e.g., references/benzi-logic.md) that are not fully included in the excerpt, but this is expected for a multi-file skill.
  • Quality score needs review

Supporting checks

Trust signals behind the decision

README/SKILL.md completeness

pass

86

Metadata includes enough usage and workflow context

Recent maintenance

pass

100

1d since push

Alternatives available

pass

82

Alternative skills are available for comparison.