From ai-workspace-orchestrator
Reviews AI workspace setup changes (skills, agents, AGENTS.md/CLAUDE.md) for overengineering, missing verification, broken orchestration, and weak agent boundaries. Use when reviewing a PR or diff.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ai-workspace-orchestrator:adversarial-setup-reviewThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Goal: block fragile AI workspace setups before they become permanent project instructions.
Goal: block fragile AI workspace setups before they become permanent project instructions.
AGENTS.md, CLAUDE.md, plugin manifests, marketplace file, changed skill files, changed agent files, and validation output.plugin.json after changing description, version, license, or keywords.AGENTS.md and CLAUDE.md instead of one canonical source.CLAUDE.md -> AGENTS.md without preserving existing content or fallback pointer.quick_validate.py, plugin validation, JSON parse, marketplace invariant, or line-level evidence.## Adversarial Review
### Critical Issues
**[Category]** `path:line`
> Problem.
> Why this can fail.
> Required fix.
### Suggestions
**[Category]** `path:line`
> Improvement.
> Why it matters.
> Suggested direction.
### Residual Risk
- Risk that remains after the current diff.
### Verdict
CHANGES REQUESTED | APPROVE WITH COMMENTS | LGTM
npx claudepluginhub andersonlimahw/lemon-ai-hub --plugin ai-workspace-orchestratorFull qualitative review of the agent setup. Reads every file, applies per-component rubrics, runs 21 cross-type optimization checks, and produces KEEP/REVIEW/REMOVE verdicts. Use when the user wants a deep review, redundancy check, or quality assessment of their setup.
Audits code-review agents, skills, and hooks for structural compliance with required fields, sections, and patterns. Useful when adding or modifying agent/skill files or for periodic health checks.
Audits agent definitions, skills, and pipeline configuration for consistency, coherence, and conciseness across supported tool formats. Automatically loads when these structures are modified.