Evaluate deliverable quality — scorecard, outcome tracking, regression checklist, and aggregate stats.
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Invoke as $cc-scorecard. The user request follows the skill mention.
Scope: $ARGUMENTS
Command: scorecard (fixed for this workflow — do not infer from user text)
npx cc-codeconductor ccep profile scorecard --output json to get the phases and their roles.npx cc-codeconductor ccep compile --command scorecard --phase <phase-id> "$ARGUMENTS" --view prompt --output jsonnpx cc-codeconductor ccep evaluate --command scorecard --input <planner.json> --output json. If stop is true, show questions or risks and wait for human input.prompt for its phase — never forward raw $ARGUMENTS to planners.Use $ARGUMENTS as task id (e.g. BC-001) or read active item from npx cc-codeconductor openspec status.
If a change folder exists, run npx cc-codeconductor openspec analyze --output json first. --from-diff overlays FR/SC coverage onto acceptance and TDD evidence onto tests.
npx cc-codeconductor scorecard create --task <id> --agent reviewer --from-diff
Review auto-suggested criteria (minimal diff, cc-gain). Complete remaining scores 0–3 per docs/agent-scorecard.md.
npx cc-codeconductor scorecard regression
If required checks fail, STOP and report failures.
npx cc-codeconductor scorecard record --task <id> --agent reviewer --model <model> --verdict PASS --score 2.5
Include --cost and --tokens when available from session metrics.
npx cc-codeconductor scorecard aggregate
Report pass rate and average weighted score.
Apply skill evaluation.
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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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