The library

council-engine · Multi-model, multi-persona analysis of complex questions with synthesized verdicts.

fierce-debate · High-stakes architectural or strategic decisions requiring adversarial pressure-testing.

market-validation-research · Gathering and adversarially verifying market or technical evidence from multiple sources with cited claims.

outreach-fanout-research · When you need to build a prospect list from a look-alike pool of a known customer and you need both email AND phone verified from official sources, not brokers.

wf-milestone-audit · Accelerating milestone validation with parallel dimension checks and adversarial bias detection.

rpt-' + taskname + ' · Converting natural task commands into verified deterministic Workflow scripts with full auditability.

contribute-card · Automating AI-driven Magic card implementation with full plan-implement-review-verify gating.

code_audit · Parallel 3-phase security/style/synthesis audit with cross-file pattern detection.

council-round · Multi-perspective code review over complex PRs using adversarial 11-category dimension framework.

wf-swarm-score · Verifying adversarial score spreads and detecting hallucinating ants via 3-role consensus.

inspect_project · Understanding project topology and dependency flows for refactoring planning.

doc-drift-fix · Keeping docs synchronized with code via automated drift detection and repair.

short_snake_case · Bulk renaming codebase to snake_case convention with cross-file consistency.

kiln-research · Deep research investigations with parallel multi-perspective evidence gathering.

oss-harness-engineering-workflow · Setting up comprehensive OSS testing infrastructure with reproducible CI.

patch-audit · Validating patches pre-merge against security, style, and breaking-change criteria.

fan-out-workflow · Parallelizing independent specialist reviews where final synthesis is budget-aware.

eval-access-fn · Executing complex multi-phase workflows with typed outputs.

wc-audit · Discovering quality gaps across multiple architecture and compliance dimensions.

writing-draft · Converting detailed outlines to publishable prose while maintaining spec fidelity.

rulebook-driver · Implementing backlog items with enforced SDD+TDD gates and auto-commit.

consult-with-adversarial-review · Catching wrong-but-plausible council answers before use.

qa · Discovering and fixing bugs before ship with parallel test orchestration.

migration-audit · Discovering quality gaps across multiple architecture and compliance dimensions.

understand-package-api · Executing complex multi-phase workflows with typed outputs.

release-checkpoint · Executing complex multi-phase workflows with typed outputs.

bier-spec-audit · Discovering quality gaps across multiple architecture and compliance dimensions.

forge-run-ticket · Executing complex multi-phase workflows with typed outputs.

view-edit-parity · Executing complex multi-phase workflows with typed outputs.

daily-improvement-v4-sprint · Executing complex multi-phase workflows with typed outputs.

hle-15-ablation · Executing complex multi-phase workflows with typed outputs.

bench-capability-sprint-23 · Executing complex multi-phase workflows with typed outputs.

release-prep-phase2 · Executing complex multi-phase workflows with typed outputs.

deep_research · Executing complex multi-phase workflows with typed outputs.

sprint-lessons · Executing complex multi-phase workflows with typed outputs.

triptych · Blocking unsafe SceneView merges with enforced multi-lens coverage (correctness, API, parity, UX, safety) and a serial visual QA gate that prevents device-contention race conditions.

review-fanout · Autonomous merge gates for SceneView PRs: reviewers catch issues, adversarial verify filters false positives, breaking-API change blocks auto-merge with traceback.

store-status · Verifying real live artifact availability after CI passes; CI-green is never proof of live for app stores, CDN, and package registries.

workshop-generate · Generating workshop slides in phases: per-SECTION fan-out enforces intra-section flow and composability; assembly gate catches compile errors before marking success.

area-audit · Fast multi-perspective code audits with adversarial filtering of false positives; HIGH findings must be independently verified before inclusion in report.

r · Reconstructing workflow execution DAGs from recorded results for visualization, audit, and re-execution without re-running agents; handles data-dependent fan-out and sub-workflows.

emitter · Compiling high-level workflow IR specifications into executable Claude Code scripts with automatic phase ordering and schema declaration emission.

openspec-lifecycle · Managing multi-stage product lifecycles with validation gates between phases.

forge-watch · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

feedback-themes · Digesting user feedback batches without manual labeling.

boilerplate-hardening · Multi-phase projects requiring parallel specialist execution and cross-stage coordination.

execute-plan · Managing multi-stage product lifecycles with validation gates between phases.

german-program · Managing multi-stage product lifecycles with validation gates between phases.

harmony · Catching union-breakage no single PR review sees after parallel merge window closes

review-council · Architecture reviews and security audits where diverse lenses + adversarial code-tracing beats single-reviewer cost/coverage tradeoff