The library

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

geo-technical · When GEO performance is low and you suspect technical issues like JS-rendering or AI crawler blocking in robots.txt.

developer-growth-analysis · Developers who want structured, evidence-based feedback on their work growth without waiting for code reviews, using their actual recent project history as the signal.

bitbucket-mcp-server · Code review and PR workflows on Bitbucket Cloud or Server.

codacy-mcp · Continuous integration pipelines auditing code quality and security across teams.

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.

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.

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.

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

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

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.

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.

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.

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.

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.

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

demo-bun-image-self-improve · Autonomous iterative improvement of small Bun apps with continuous feedback loop

kmaz-build-iteration · Converting approved designs to committed code in tight design-build loops

software-factory-pipeline · Fast-track single-feature delivery with parallel scout+design execution

autopilot-engine · Closed-loop plan-review-execute when agent autonomy + explicit review gates matter

improve-sentencesplit · Targeted library fixes when comparative testing provides ground truth

hardcore-review-cycle-11 · Uncompromising product spec validation where C7-standard rigor + parallel review gates quality

pr_review · Code review when parallel diverse lenses catch issues single reviewer misses

kb-domain-runner · Best for: complex multi-phase orchestration with parallelization and adversarial gates.

opsx-apply-tracks · Best for: orchestrating large parallel implementation efforts with track isolation.

sisyphus-validation-loop · Best for: end-to-end feature validation with concrete evidence and fix-revalidate loops.

50-fix-divergences · Best for: iterative fixing of divergences with rebuild/retest until byte-identical.