Skill audit report
deep-dive Audit report.
Rigorous multi-agent deep-dive analysis for complex investigative tasks — auditing codebases, evaluating strategies or systems, validating designs, doing open-ended research. Deploys 4–6 specialist agents in parallel across distinct lanes, then synthesis, then adversarial red-team review, then optional patching — producing structured markdown research files plus a plain-English executive briefing with honest 1–10 confidence ratings. ALWAYS invoke when the user says any of "deep dive", "thorough audit", "rigorous analysis", "comprehensive review", "audit this codebase", "analyze the strategy", "evaluate this design", "review this thoroughly", or "research deep dive". Also invoke proactively for any open-ended investigative task involving a codebase, strategy, system design, or research question that warrants 30+ minutes of structured analysis — even when the user doesn't use these exact phrases.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
83 GitHub stars
Stars/forks activity
WARN43
83 stars, 8 forks; issue activity unavailable in current metadata
Recent maintenance
INFO76
3mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add nelsonwerd/idea-to-ship-skills --skill deep-dive
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS86
filesystem or document access
Repository evidence
PASS86
https://github.com/nelsonwerd/idea-to-ship-skills/tree/main/skills/deep-dive
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add nelsonwerd/idea-to-ship-skills --skill deep-dive
Repository
88
https://github.com/nelsonwerd/idea-to-ship-skills/tree/main/skills/deep-dive
License
86
MIT
Maintenance
76
3mo since push
AI review
55
The SKILL.md description is very verbose and uses strong trigger phrases ('ALWAYS invoke') which could lead to over-invocation for tasks that don't truly need a multi-agent deep dive, though the skill includes right-sizing guidance.
README/SKILL.md completeness
86
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
86
filesystem or document access
Stars/forks activity
43
83 stars, 8 forks; issue activity unavailable in current metadata
Adoption
68
83 GitHub stars
Warnings
- The SKILL.md description is very verbose and uses strong trigger phrases ('ALWAYS invoke') which could lead to over-invocation for tasks that don't truly need a multi-agent deep dive, though the skill includes right-sizing guidance.
- The skill relies on parallel subagent orchestration which may not be available in all runtimes, but it explicitly provides fallback strategies, so this is a minor portability concern rather than a blocker.
- Quality score needs review
- GitHub adoption: 83 GitHub stars
- Stars/forks activity: 83 stars, 8 forks; issue activity unavailable in current metadata
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.
Compare nearby options