Skill audit report

aidd-context:03:context-generate Audit report.

Generate Claude Code context artifacts - skills (router-based: SKILL.md + atomic testable actions + minimal evals), agents, and rules. Use when the user wants to create, refactor, add or remove actions in a skill, migrate a slash command into a skill, or generate a new agent or rule. Do NOT use for editing a single action inside an existing skill (edit directly), creating slash commands (no router needed), writing MCP servers, or modifying project-level CLAUDE.md files.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 3, 2026Heuristic metadata audit
75
Audit
67
Trust
71
Quality
74
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

67
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

455 GitHub stars

Stars/forks activity

WARN

57

455 stars, 38 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo 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, network or browser surface

Install availability

PASS

92

npx skills add ai-driven-dev/framework --skill aidd-context:03:context-generate

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

36

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/ai-driven-dev/framework/tree/main/cli/tests/fixtures/framework-real/plugins/aidd-context/skills/03-context-generate

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 11 Needs review

Install path

92

PASS

npx skills add ai-driven-dev/framework --skill aidd-context:03:context-generate

Repository

88

PASS

https://github.com/ai-driven-dev/framework/tree/main/cli/tests/fixtures/framework-real/plugins/aidd-context/skills/03-context-generate

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The skill is complex with many interdependent actions and references; maintainability could be a concern, but it is well-structured.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

36

FIX

shell or command execution, filesystem or document access

Stars/forks activity

57

FIX

455 stars, 38 forks; issue activity unavailable in current metadata

Adoption

68

INFO

455 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • The skill is complex with many interdependent actions and references; maintainability could be a concern, but it is well-structured.
  • The 'validate' action spawns agents to run tests, which could execute arbitrary commands if tests are not carefully scoped; however, this is inherent to the skill's purpose and appears controlled.
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Stars/forks activity: 455 stars, 38 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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