The library

annual-budget-engine · Best for annual-budget-engine tasks requiring domain expertise.

usage-trends · Weekly review of what's actually happening in your system — peak usage patterns, which tools are most relied on, error spikes.

dashboard-status · First-thing-in-the-morning health check before deeper analysis (is the system running? Is it collecting data?).

supplier-truthcheck · Best for supplier-truthcheck tasks requiring domain expertise.

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

retro · Teams running Claude Code with persistent learning hooks who want to systematically harvest and embed hard-won insights into their agent skills.

sales-agency-outbound · Scaling a lead-gen agency beyond 5-10 clients without hiring proportional ops team by automating client isolation, warmup scheduling, and reporting

sales-audionotes · Sales and support teams capturing meeting notes where transcription quality matters more than API flexibility.

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

crm-hygiene-scanner · CRM admin or marketing ops cleaning up legacy data before a migration or merge campaign—measure health, detect garbage, plan sprints.

compliance-regulatory-response-kit · Applying compliance-regulatory-response-kit as a specialized, reusable capability.

executive-onboarding-playbook · New VPs/CPOs avoiding destructive first moves and orgs hiring execs who want to ground decisions in evidence rather than gut instinct.

delegation-principle · Multi-agent orchestration where a coordinator routes work to specialized agents and each phase has explicit approval checkpoints.

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.

ingest-book-monograph · Parallel review and triage workflows across multiple criteria or models.

memory-stasis-loop · Iterative convergence-driven equilibrium-checking with scoreboard-driven dispatch.

three-paradigm-status · Hierarchical status reporting and synthesis across multiple data sources or agents.

env-verification-sweep · Iterative convergence-driven equilibrium-checking with scoreboard-driven dispatch.

research-pulse-daily · Multi-dimensional research workflows with parallel specialist agents per dimension.

i18n-finish · Complex multi-phase orchestrated workflows requiring coordination across role-specialized agents.

fix-consistency · Best for fixing terminology inconsistency within files.

curate-and-fix-glossary · Best for terminology unification across locales at scale.

changelog · Best for synthesizing release notes from git commits.

audit-pipeline-lockstep · Best for orchestrating parallel multi-phase work.

harness-brownfield-map · Best for orchestrating parallel multi-phase work.

ship · Best for orchestrating deployments with rollback gates.

redteam-sweep · Best for adversarial evaluation across agent personas.

market-news · daily market briefing synthesis from multiple news angles with citations

qiskit-platform-research · accuracy-critical resource curation for public learning platforms

standards-verify · fan-out parallel research with synthesized results

consolidate-memory · unifying distributed agent state into a single source of truth

loom-research · Multi-angle research with parallel search, aggregation, and adversarial contradiction resolution.

scaffold-team · Multi-phase scaffold-team orchestration with structured phase control and receipts.

health-audit · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.

loop-until-dry · Multi-phase loop-until-dry orchestration with structured phase control and receipts.

boardroom-blind-review · High-stakes decisions where reviewer independence must be enforced structurally via separate agent contexts.

parallel-swarm.workflow · Batch operations where each item can be independently processed in parallel.

stale-ticket-drafts · Automated ticket triage where stale tickets need human-readable status drafts without direct edits.

judge-independent-audit · Auditing complex ML systems.

team-refine · Use when implementing team-refine patterns.

emergence-scan · Use when implementing emergence-scan patterns.