Skill audit report

paper-iteration-pack Audit report.

Iterate an existing paper or report from concrete review feedback: audit claims and source data, redesign figures, tighten layout, synchronize numbers, render, and verify the final document in place. Use for paper/figure revision packages, chart upgrades, and submission polish. Do not use for drafting a paper from scratch or for a one-line wording change with no evidence or layout impact.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 19, 2026Heuristic metadata audit
78
Audit
76
Trust
63
Quality
80
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

76
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

INFO

62

129 GitHub stars

Stars/forks activity

WARN

51

129 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

4d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add chengyike20110519-create/MathModelRun --skill paper-iteration-pack

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/chengyike20110519-create/MathModelRun/tree/main/skills/paper-iteration-pack

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 7 Needs review

Install path

92

PASS

npx skills add chengyike20110519-create/MathModelRun --skill paper-iteration-pack

Repository

88

PASS

https://github.com/chengyike20110519-create/MathModelRun/tree/main/skills/paper-iteration-pack

License

86

PASS

MIT

Maintenance

100

PASS

4d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

51

FIX

129 stars, 3 forks; issue activity unavailable in current metadata

Adoption

68

INFO

129 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • Stars/forks activity: 129 stars, 3 forks; issue activity unavailable in current metadata
  • Review status: AI review approval is missing

Method

This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.

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