The library

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

auto-build-wi · Continuous automated build-from-issue pipeline when paired with /loop for scheduled ticking and deterministic state transitions.

fix-issue-batch · Continuous issue triage and fix cycles with disk-gated concurrency caps when teams want automated high-signal issue resolution.

split-god-file · Breaking up unmaintainable monolithic JS/HTML files when you can tolerate ordered module imports and want deterministic splitting.

admob-isolation-audit · Enforcing third-party SDK isolation contracts as a pre-PR check when monetization changes risk breaching encapsulation.

two-panel-plan-review · Stress-testing a strategic plan and deriving a tactical build plan when risk of engineering effort failure is high.

deep-research · Producing a cited, high-confidence research report when sources include anti-bot paywalls (WebSearch aggregation fallback).

audit-loop · Detecting dark cascade outages and version drift in a gm/rs-* publish pipeline when run on recurring /loop.

code-connect-refresh · Keeping Figma-to-code bindings fresh when component APIs change frequently and drift is costly.

design-options-panel · Exploring design direction space quickly when you need human feedback on multiple coherent options simultaneously.

lumen-improvement-hunt · Prioritizing performance work when you need data-driven ranking instead of hunches.

team-build · Automating team hiring workflows when your recruiting funnel is repeatable and roles are standardized.

generate-radio-ads · Rapidly iterating radio ad variants when you need fast copy-to-voice turnaround.

parallel-implement-review · Catching implementation drift from plan when you need multi-angle review before merge.

find-bugs · Quick automated bug-pattern scanning as a lightweight pre-PR gate.

nihil-maat · Auditing IA when information loss or findability drift is a concern.

bier-conformance · Enforcing structured document requirements when BIER compliance is mandatory.

bier-spec · Creating standardized spec documents when BIER schema enforcement is required.

pre-push-gate · Preventing non-compliant pushes to main when automated pre-flight is critical.

module-review · Workflow for module-review

pre-publish-audit · Workflow for pre-publish-audit

finish-decomp-sonnet · Workflow for finish-decomp-sonnet

bug-hunt · Workflow for bug-hunt

generate-radio-part2 · Workflow for generate-radio-part2

ui-nitpick-audit · Workflow for ui-nitpick-audit