Guides agents through scorecards, outcomes, model profiles, and eval suites. Use when running /cc-scorecard or /cc:scorecard, measuring a deliverable, or checking workflow gates with suite-run.
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See how to installReview the instructions the agent will receive before you install.
A scorecard measures the deliverable against eight weighted criteria. Spec quality checklists are reviewer-owned. "Seems right" is not a verdict.
Pass threshold: weighted score >= 2.0 and no criterion at 0.
openspec archivesuite-run)NOT for rewriting specs (reviewer checklist) or for implementing code.
The CLI is always npx cc-codeconductor.
scorecard create --task BC-001 --from-diff
scorecard record --task BC-001 --verdict PASS --score 2.5
scorecard list | aggregate | models | regression | matrix | compare-models
scorecard prompt-diff 0.4.0 0.5.0 --agent architect
scorecard experiment start --suite harness-v1
scorecard suite-run --suite workflow-gates
scorecard suite-run --suite hook-guardrails
scorecard suite-run --suite scorecard-signals
openspec analyze can auto-suggest acceptance / tests on --from-diff.
Archive needs PASS when review is required.
Outcomes append to .codeconductor/evaluation/outcomes.jsonl.
| Rationalization | Reality |
|---|---|
| I'll fill the scorecard by hand without a diff | Use --from-diff and runner evidence. |
| Suites are optional toys | suite-run is the workflow tool that proves gates. |
| Handmade TDD JSON is fine | The runner rejects it. |
suite-run or scorecard recordscorecard suite-run --suite hook-guardrails (and
workflow-gates / scorecard-signals when those gates changed)No reviews yet. Tell others what you thought.
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Use when adding monitoring, metrics, logging, or tracing to Spring AI or LLM integration code. Covers token tracking, latency measurement, cost estimation, and prompt/response logging. Use when user mentions AI monitoring, token costs, or LLM observability.
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Provides expert knowledge for building modern native Android apps using Kotlin, Jetpack Compose, Material Design 3, MVI architecture, Hilt dependency injection, and Media3/ExoPlayer.
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Design, implement, review, and audit Android Jetpack Compose UI/UX for phone interfaces. Use when a request concerns concrete Compose layout, components, interaction, accessibility, or visual behavior. Do not activate for framework or dependency presence alone; non-UI Android work is excluded.
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Provides expert knowledge for designing, implementing, and managing REST API versioning strategies with deprecation workflows.
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Provides expert knowledge for building Astro 5+ sites with Islands Architecture, Content Collections, TypeScript, and performance-first rendering strategies.
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Audits token storage mechanisms to prevent XSS-based JWT theft.
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