Skill audit report

session-review Audit report.

End-of-session adversarial review loop. Assemble the session's work into a role-assigned, self-contained brief, then run independent reviewers in parallel — an isolated code-reader (the idea-validator agent) that reads the ACTUAL files and web-checks technology currency, plus an external-family model if you have one — synthesize where they agree vs diverge, apply the cheap-safe fixes immediately, record a measurable plan for the rest, and CHALLENGE reviewer claims you disagree with (never blind-accept). Use at the close of a substantive coding or design session, when the user says "session review", "review my session", "stress-test this session", or types /session-review. Skip for trivial one-off edits.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 9, 2026Heuristic metadata audit
72
Audit
71
Trust
54
Quality
76
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

34 GitHub stars

Stars/forks activity

WARN

43

34 stars, 7 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

1mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add awrshift/agent-memory-kit --skill session-review

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/awrshift/agent-memory-kit/tree/main/plugins/memory-kit/skills/session-review

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add awrshift/agent-memory-kit --skill session-review

Repository

88

PASS

https://github.com/awrshift/agent-memory-kit/tree/main/plugins/memory-kit/skills/session-review

License

86

PASS

MIT

Maintenance

88

PASS

1mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

secrets or environment access, filesystem or document access

Stars/forks activity

43

FIX

34 stars, 7 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

34 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • GitHub adoption: 34 GitHub stars
  • Stars/forks activity: 34 stars, 7 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, filesystem or document access
  • 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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