The library

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.

name-from-callgraph · Multi-phase workflow execution with structured dispatch.

deep-audit-merge · Multi-phase workflow execution with structured dispatch.

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

code-quality-audit · Multi-phase workflow execution with structured dispatch.

drive-lyrebird-desktop · Shipping production-quality desktop apps by draining backlogs through adversarial review waves with continuous regression audits.

dev-loop · Implementing single features completely autonomously with deterministic TDD, review, and merge — reducing human context-switching.

marketing-brainstorm · Deep marketing research on niche products by parallelizing domain-specific investigations (Reddit, competitors, content, influencers, crypto channels).

dictionary-improvement-es-targeted · Growing word-game language coverage by systematically targeting known morphology gaps and colloquial vocabulary with dual-judge validation.

nacl-review-panel · Catching both bugs and false positives in code review by using a parallel critic panel with adversarial skeptic veto on every finding.

verify-status · Proving unified status reporting works across all deployment substrates by running isolated beds in parallel on shared infrastructure.

worktrackaccounting-roadmap · Shipping accounting features sequentially while respecting shared-schema locks and mandatory sign-off gates.

sprint-execute-parallel · Running complete product sprints autonomously by clustering work into areas, implementing in parallel, and shipping to main automatically.

dashboard-design-iteration · Automating dashboard design iteration workflows.

consolidate-stale-cache-readers · Automating consolidate stale cache readers workflows.

generate-beads · Automating generate beads workflows.

drain-one-batch · Automating drain one batch workflows.

hephaestus · Automating hephaestus workflows.

codebase-audit · Automating codebase audit workflows.

crossword-clue-craft · Automating crossword clue craft workflows.

world-studio · Automating world studio workflows.

view-kit-migration-analysis · Automating view kit migration analysis workflows.

loopy-ai-class-review · Automating loopy ai class review workflows.

creator-agent-m234-build · Automating creator agent m234 build workflows.

character-studio · Automating character studio workflows.

reclaim-deferred · Sweeping a finite backlog of deferred decompilation targets with fresh tooling and codex reasoning to escape prior plateaus.

audit-deploy-configs · Validating deployment configuration correctness and health before release without risking mutation of running systems.

prototype · Starting a feature phase when you need instant knowledge synthesis from brain + code to ground the plan before implementation.

health · Single comprehensive health gate before release combining quality, API surface, and repo state in one report.