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Run adversarial review on a PM artifact via the pm-critic sub-agent. Returns findings graded P0/P1/P2/P3 with a concrete fix suggestion per finding and a machine-readable status block. Use after producing a PRD, meeting recap, OKR set, persona, or any PM artifact you want stress-tested before it ships.
Passed 15 of 20 test cases with the skill, and 3 of 20 without it.
and 11 more in the full report
13 fixed3 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are running on Codex CLI without native plugin sub-agent support. Review `docs/prds/cart-abandonment.md`. What is the first file path you must read to retrieve the core operating instructions for this review?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies `agents/pm-critic.md` as the source file for system instructions on non-Claude clients | Missed | Passed |
The instructions your model reads when the skill loads.
This skill is a cross-client dispatch wrapper for the pm-critic sub-agent. It exists so that users on non-Claude clients can run adversarial review with the same intent as Claude Code users, without depending on native plugin sub-agent infrastructure.
Per master plan D11 (amended) + D30, sub-agents are a Claude Code plugin feature. Non-Claude clients (Codex CLI, Cursor, Windsurf, Copilot, Gemini CLI) cannot natively load agents/pm-critic.md. This skill bridges the gap.
pm-critic sub-agent is not natively availableutility-pm-skill-auditor (audits skills + repo state) insteadpm-release-conductor's G0 gate, not this skillRuntime detection step. Determine which AI client is invoking this skill.
Invoke @agent-pm-skills:pm-critic on the target artifact. Pass the artifact path as argument (or the most recent artifact in session context if no argument is provided). Return the sub-agent's findings to the user. No further action needed from this skill - the sub-agent handles the review natively in its own context window.
Codex CLI, Cursor, Windsurf, Copilot, Gemini CLI, ChatGPT, or any other client without native pm-skills plugin sub-agent support:
agents/pm-critic.md$ARGUMENTS, or most recently produced artifact in session)skills/foundation-okr-writer/SKILL.md for OKR sets, skills/deliver-prd/SKILL.md for PRDs)docs/guides/adversarial-review.md## Status Summary in prose, summarizing what was found and what the user should do nexttest cases passed, vs 3 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.