The library

theme-forge · Running theme-forge workflow with multi-phase verification and structured output.

implement · When you need TDD-gated task completion with real-time verifier feedback and conductor state tracking.

finish-decomp-codex · When you have large functions that exceed a smaller model tier and need tiered escalation to GPT-5.5.

find-kitchen33-datasets · When you need systematic discovery and verification of specialized datasets across multiple sources.

generate-radio-episodes-batch · When you need batch content generation with multi-agent curation to avoid repetition.

fuzz-language · When you need multi-phase orchestration with parallel agents across a complex workflow.

drum-stems-character · When applying consistent tonal character processing across multi-mic drum stems via UADx plugins.

full-system-test · When you need a comprehensive parallel test across build, unit tests, CLI, and plugin contracts.

author-archetype-combo-tests · When implementing cross-card rules interactions that per-card unit tests cannot validate.

40-test-diff · When you need comprehensive test discovery and failure documentation.

alberta-retention-tournament-verify · When you need multi-phase orchestration with parallel agents across a complex workflow.

deep-research · When you need multi-phase orchestration with parallel agents across a complex workflow.

ffmpeg-sharp-deep-audit · When you need multi-phase orchestration with parallel agents across a complex workflow.

optimization-loop-smoke · When you need multi-phase orchestration with parallel agents across a complex workflow.

orchestrate-claude · When you need multi-phase orchestration with parallel agents across a complex workflow.

wf-verify · When you need multi-phase orchestration with parallel agents across a complex workflow.

mini-research · When you need multi-phase orchestration with parallel agents across a complex workflow.

generic-harness-object-model-build · When you need multi-phase orchestration with parallel agents across a complex workflow.

auto-elevate-execute · When you need multi-phase orchestration with parallel agents across a complex workflow.

verify-findings-intrinsic · When you need multi-phase orchestration with parallel agents across a complex workflow.

jax-score-perf-investigation · When you need multi-phase orchestration with parallel agents across a complex workflow.

harness-legacy-scan · Comprehensive multi-lens harness audits needing parallel discovery and adversarial verification.

wfl:init · Deterministic LLM-orchestrated project bootstrap with phase gating and config auto-merge.

agent-live-tui-design · Designing live streaming TUI for real-time agent activity (thinking, tools, results).

audit · Workflow pattern automation: audit.

simplify · Detecting hidden reuse opportunities and efficiency bugs across changed code in one pass.

harness-diet · Safely applying low-risk harness optimizations while preserving safety constraints.

retrofit-testing · Unbiased bug hunting across multiple dimensions with refutation voting to reduce false positives.

pipeline-review · Processing batches of items through concurrent, scoped review stages with per-item result collection.

http-discovery · Discovering live HTTP services via port scan plus HTTP probe pipeline.

apqc-section-transform · Transforming process taxonomies into validated ontology modules with reality-layer semantics.

migdal-dr-drill · Workflow pattern automation: migdal-dr-drill.

lens-debate · Workflow pattern automation: lens-debate.

verify-theory · Workflow pattern automation: verify-theory.

driver-gate-g2 · Workflow pattern automation: driver-gate-g2.

claude-dedup-cluster-review · Processing batches of items through concurrent, scoped review stages with per-item result collection.

readme-gen · Workflow pattern automation: readme-gen.

wfl:run-sprint · Workflow pattern automation: wfl:run-sprint.

adlc-sprint · Processing batches of items through concurrent, scoped review stages with per-item result collection.

forge-review · Workflow pattern automation: forge-review.

vjs-court-of-appeal · Workflow pattern automation: vjs-court-of-appeal.

codex-debate · When code review requires adversarial consensus between multiple reviewers.

idea-stresstest · Validating ideas through adversarial challenge and evidence verification.

markup-repair · Fixing text markup without changing wording or structure.

hiraia-curate-images · Filtering subject clusters into drawable, single-subject image concepts.

hiraia-gen-eval-queries · Generating labeled benchmark queries for retrieval system evaluation.

cutthroat-playtest · Testing complex multi-player game dynamics with autonomous agent seats.

legacy-sdk-deprecation-sweep · Rolling out breaking changes safely across multiple releases with parallel worktrees.

loop-until-dry · Iterative bug hunting until convergence on a stable result set.

completeness-critic · Identifying gaps in initial coverage then filling them iteratively.