The library

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

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

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

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

de-ai-pipeline · Data-driven de-AI fix loop where detection is deterministic and fixing is AI-driven and bounded.

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

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

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.

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

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

dev-team-pipeline · End-to-end feature delivery when structured handoff-by-file-path and invariant gates matter more than ad-hoc coordination

ebook · Long-form knowledge products where source verification + adversarial claim-checking beats single-author trust

full-pass · Quick full-pass paper review when single-agent depth sufficient

release_check · Assessing release safety before shipping with parallel risk checks.

release-prep-phase1 · Best for: complex multi-phase orchestration with parallelization and adversarial gates.

v5-0-full-lifecycle · Coordinating a major release with 10 phases and cross-team dependencies.

idea-forge · When forging novel research ideas for a specific venue and you want adversarial judges to rank by feasibility and contribution.

routing-rubric-pass · Managing multi-stage product lifecycles with validation gates between phases.

organize-completed-plans · Bulk file reorganization tasks with frontmatter-based categorization.

deep_research · Multi-source research with synthesis and adversarial fact-checking.

weekly-checkin · Unattended weekly health checks (GSC, deploy, links, schema, CWV).

site-deep-analyze · Deep site analysis combining Playwright crawl, static DOM/CSS inspection, and vision-based UI classification.

weekly-research-workflow-poc · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.

audit-loop · Run on the recurring /loop audit fire to deterministically check gm + rs-* for drift from the paper MO

incident-postmortem · After any production incident or near-miss. Output is a blameless postmortem ready for team review and action-item tracking.

research · Exploratory research with parallel hypothesis agents and cross-check synthesis.

translation-qa · Iterative quality improvement where an analyzer-editor loop converges until no issues are found twice in a row.

agent-pack-factory-build · Building agent-adjacent capability packs where research findings are grounded into tested, reusable prompts.

routing · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.

inspect_project · Orchestrate multi-agent inspect_project across parallel branches and synthesis.

coordinate-phase · Parallel feature development where file ownership, worktree freshness, and quality gates are structural.

fold-learnings · Routing session learnings to the right home (skill/workflow/CLAUDE.md/memory) with adversarial redundancy check.

atlas-auditoria-readonly · Read-only compliance audits against Atlas Auditoria framework.

cloudtrail-setup-script · workflow automation in specialized problem domain; check artifact name and description.

infra-review · workflow automation in specialized problem domain; check artifact name and description.

audit-services · workflow automation in specialized problem domain; check artifact name and description.

spec-author · Authoring task specs when codebase patterns and prior specs exist to ground decisions.

vet-docs-phaseB · Phase-gated documentation validation across a large codebase.

dsr-wave1 · Applying dsr-wave1 as a specialized, reusable capability.

release-checklist · Applying release-checklist as a specialized, reusable capability.

dependency-audit · Monthly per repo, before major releases, or when adding a significant new dependency. Surface critical security findings

compare-options · Head-to-head option comparison: parallel research + impartial scoring.

audit-skill-consistency · Skill consistency audit across agents/dimensions.

recon · Orchestrate multi-phase recon tasks with structured verification and recovery.

triage · Orchestrate multi-phase triage tasks with structured verification and recovery.

go · Orchestrate multi-phase go tasks with structured verification and recovery.

opus-deep-review · Parallel review and triage workflows across multiple criteria or models.

triage-loop · Parallel review and triage workflows across multiple criteria or models.

build-dungeons · Automated test repair and quality assurance loops.