Orchestrator-workers generalization of verify-against-rubric to N=many artifacts against ONE locked rubric. Dispatches N stateless Sonnet sub-agents in parallel; each receives ONE artifact + the SAME rubric + read-only tools (no TASKSTATE, no DECISIONS, no prior history); returns structured per-criterion verdict. Orchestrator merges into VERIFICATIONLOG.md with aggregate pass/fail counts + failure clustering (which criteria fail most often across the cohort -> likely system-level signal). Use when N >= 4 artifacts share one rubric (multi-slice retrospective, batch PR review, cohort spec audit). Do not use for single artifacts (use verify-against-rubric), when rubrics differ per artifact (run separately or refactor the rubric first), or on LOW/MEDIUM complexity slices (use self-critique-and-revise).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Orchestrator-workers generalization of verify-against-rubric to N=many artifacts against ONE locked rubric. Dispatches N stateless Sonnet sub-agents in parallel; each receives ONE artifact + the SAME rubric + read-only tools (no TASKSTATE, no DECISIONS, no prior history); returns structured per-criterion verdict. Orchestrator merges into VERIFICATIONLOG.md with aggregate pass/fail counts + failure clustering (which criteria fail most often across the cohort -> likely system-level signal). Use when N >= 4 artifacts share one rubric (multi-slice retrospective, batch PR review, cohort spec audit). Do not use for single artifacts (use verify-against-rubric), when rubrics differ per artifact (run separately or refactor the rubric first), or on LOW/MEDIUM complexity slices (use self-critique-and-revise).
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Orchestrator-workers generalization of verify-against-rubric to N=many artifacts against ONE locked rubric. Dispatches N stateless Sonnet sub-agents in parallel; each receives ONE artifact + the SAME rubric + read-only tools (no TASK_STATE, no DECISIONS, no prior history); returns structured per-criterion verdict. Orchestrator merges into VERIFICATION_LOG.md with aggregate pass/fail counts + failure clustering (which criteria fail most often across the cohort -> likely system-level signal). Use when N >= 4 artifacts share one rubric (multi-slice retrospective, batch PR review, cohort spec audit). Do not use for single artifacts (use verify-against-rubric), when rubrics differ per artifact (run separately or refactor the rubric first), or on LOW/MEDIUM complexity slices (use self-critique-and-revise).
About this listing
Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI