Skill audit report

task-lifecycle Audit report.

The default path for shipping a repo change as a reviewed and verified PR. Use when the user asks to implement, build, add, fix, or ship a non-trivial change. Also use it, in its already-built mode, when the change already exists and the user wants it reviewed, fixed and verified: "review this PR and fix what it finds", "put this branch through the loop", "check this properly and prove it works", or a follow-up where the code is already on disk. It builds the change with one builder on one branch, opens a PR, runs up to two review-and-fix rounds with Claude and Codex, verifies the change by driving the real app against a real database, and asks the user before merging. Not for a single read-through with no fixing (that is code-review).

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
78
Audit
74
Trust
65
Quality
81
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

74
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

59 GitHub stars

Stars/forks activity

WARN

43

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

Recent maintenance

PASS

100

3d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

command execution surface, database surface

Install availability

PASS

92

npx skills add ray-amjad/skills --skill task-lifecycle

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/ray-amjad/skills/tree/main/skills/task-lifecycle

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 9 Needs review

Install path

92

PASS

npx skills add ray-amjad/skills --skill task-lifecycle

Repository

88

PASS

https://github.com/ray-amjad/skills/tree/main/skills/task-lifecycle

License

86

PASS

MIT

Maintenance

100

PASS

3d since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, filesystem or document access

Stars/forks activity

43

FIX

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

Adoption

68

INFO

59 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 59 GitHub stars
  • Stars/forks activity: 59 stars, 7 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, filesystem or document access

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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