The library

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

qa · Budget-gated QA where lite testing is the gate before heavier runs.

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

wait-for-pr-review · CI pipelines where Claude-generated reviews must complete before merging.

sprite-restyle-judge · Game asset QA where visual consistency to canon must be both scored and gated per character.

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.

review · Use when implementing review patterns.

phase-b0-cyclebreak · Use when implementing phase-b0-cyclebreak patterns.

build-viz · Use when implementing build-viz patterns.

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

t · Use when implementing t patterns.

qa-parallel-suite · Budget-gated QA where lite testing is the gate before heavier runs.

bench-s0-monolith · Use when implementing bench-s0-monolith patterns.

trace-concurrency-cap · empirically validating the workflow runtime's true parallel capacity before launching production workloads

phase-b2-fix-bugs · applying pre-verified bug fixes across multiple crates without sequencing delays

phase-d-bundler-perfile · methodically eliminating cascading compiler errors in a large module via per-file focus

phase-b2-ungate-tier · exposing and fixing draft code dependencies before moving to verification pass

phase-d-bundler-shard · parallelizing fix work on a single large file (bundle_v2) across multiple agents without conflicts

frontier-tail-survey · auditing true build state across multiple frontiers without false confidence from presence of stub files

cr-threshold-gate · mechanical OR-gated CR dispatch (LOC > 50 OR core-module hit) without human judgment

ship-item · automated production merge gate with adversarial reviewer integration and carry-forward tracking

translate-keys · Localizing customer-facing UI (like ordering combos) into 37 languages with strict JSON schema + placeholder + markup preservation.

phase-b0-moveout · systematically breaking dependency cycles before move-in pass via vtable/tag+ptr/hook delegation

phase-b0-movein · resolving forward references established in move-out via symbol materialization in target crates

phase-b2-fill · on-demand symbol provisioning as downstream blockers surface during multi-phase porting

benchmark-audit · spotting performance regressions in CI without re-running expensive GPU benchmarks

emit-beads · Bulk-importing planning data into beads while maintaining idempotency and dependency integrity

phase-b2-fill-blocked · Unblocking Rust port tasks by filling symbol gaps from a structured dependency report

grill · Finding unstated assumptions and failure modes before design is locked

verticals · Automating short-form video creation at scale for niche audiences

markit · Extracting markdown from any document type in CI/analysis pipelines

run-repo-checks · Reporting repo health to agents in a structured, repeatable way

SKILL · Automated data quality gates in ML pipelines with both fast rule checks and semantic LLM scoring

.skill · Lightweight agent-driven repo validation without external runners

wechat-article-to-markdown · Archiving WeChat articles for AI summarization or knowledge base ingestion when image localization and metadata preservation matter.

skill · Adding dynamic GitHub profile visualizations to README badges or portfolio pages when static HTML badges are insufficient.

mem · Reducing token overhead by 10x when querying project history—compact search results then drill into specific observations only when needed.

ask-search · Privacy-first web search without API keys—useful for local development, aggregating multiple engines, and piping URLs to web_fetch for full content.

daily · Automated daily billing and activity accountability when you need time-tracking summaries without manual work.

pw2agent · Handing secrets to agent subprocesses without printing them in chat logs—prevents accidental exposure in transcripts.

Skill · Comprehensive page auditing (visual, accessibility, performance, network) when you need multi-layer diagnostics beyond screenshots.

Skill · Rapid test-data generation for web apps when you need to respect entity relationships and field types without manual SQL.

skill · Creating customer-facing API docs when clarity and accuracy of UI labels are non-negotiable for business users.

trackmedaddy · Seamless time logging from CLI when you need to track work without leaving the terminal—avoids context switching.

skill · Creating audio-reactive visuals when aesthetic consistency and lore injection matter more than generic animation.

skill · Building unified full-stack apps when you want to avoid external backend APIs and keep everything within Next.js.

skill · Building composite UIs faster and more consistently when shadcn base components exist—avoids reinventing buttons or cards.

skill · Teaching context-relevant French when personalization by profession and existing knowledge tracking prevents redundant learning.