The library

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

dev-pipeline · Workflow for dev-pipeline

mlx-movie-director-models-assistant · Workflow for mlx-movie-director-models-assistant

analyze-codebase · Workflow for analyze-codebase

reconcile-fleet-lockfiles · Multi-workspace projects where lockfile merges must be deterministic and conflict-free

circuit-pr-review · Critical PRs where circuit breaker behavior must block unsafe deployments

finalize-lyrebird-desktop · Desktop app releases where signature and integrity verification are mandatory

bead-crank · When bead-crank transformation is the appropriate tool for the workflow

flux2-klein-character-profile-bench · Performance-sensitive character profile operations where latency matters

generate-radio-episode · Radio content creation when end-to-end script-to-audio pipeline is needed

embed-clan-assets · Game/app packaging where clan-specific assets must be embedded at build time

dev-build-and-ship · End-to-end build-to-deploy automation with safety gates per environment

level-up · Feature promotion workflows where maturity gates and dependency checks are critical

blau-landing · Marketing landing pages where rapid iteration and reliable deployment matter

phase-g-mega-swarm · Massive parallel task execution where coordination and fault tolerance are essential

finish-decomp · Matching large decompilation backlogs safely across Sonnet→Opus→Codex with test integration.

fix-high-priority · Coordinating simultaneous backend (persistence, auth, upload) + frontend (UI, listeners) fixes.

loom-backlog-drain · Converting vague feature backlogs into shipped code with adversarial CR loop.

upgrade-deps · Safely evaluating major npm upgrades with risk tier classification and research.

ios-mobile-implement · Bulk mobile UI fixes without cross-file conflicts via parallel non-overlapping clusters.

verify-beds · Parallel-safe full test execution with intelligent prereq skipping (no silent drops).

membrum-signal-path · Finding DSP bugs and verifying physical models against acoustic/signal-processing literature.

dispatch-cycle · Automating the full developer→CR→ship cycle with structured gating and audit trail.

responsecache-audit · Verifying spatie/laravel-responsecache correctness across routes.

recover-verify · Resuming interrupted multi-phase workflows safely.

infra-review · Automated code review with structured feedback loops.

review-fix-loop · Automated code review with structured feedback loops.

arc-release-audit · Multi-phase workflow execution with structured dispatch.

name-cluster · Multi-phase workflow execution with structured dispatch.

kotlin-idiom-review · Automated code review with structured feedback loops.

global-index-read-render · Multi-phase workflow execution with structured dispatch.