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-orchestratorGuides collaborative design exploration before implementation: explores context, asks clarifying questions, proposes approaches, and writes a design doc for user approval.
Creates structured, bite-sized implementation plans from specs or requirements before writing code. Useful for breaking down multi-step tasks into testable steps with file structure and task boundaries.
Synthesizes the current conversation into a structured spec (PRD) and publishes it to the project issue tracker with a ready-for-agent label, without interviewing the user.