The library

test-expander · Test suite expansion when round-trip generation and adversarial validation are needed.

wf-execute · Complex multi-phase workflows when barrier synchronization and per-phase label tracking are required.

forge-phase4-review · Stage-gate project reviews when distributed team consensus and blockers are tracked.

wf-review · Post-workflow synthesis when parallel-phase outputs must be reconciled into actionable findings.

bench-s2-parallel · Model selection when parallel-agent latency and throughput baselines must be measured.

tooltuner-judge · Tool optimization when results must be ranked against a baseline and winner declared.

lens-debate · Code reviews where structural fit matters more than style, paired with expedited fix application.

surface-functional-audit-2 · Comprehensive UI audit where engagement flows (like/save/comment) must be traced end-to-end.

review-files · Scanning a subset of files for a concrete concern (e.g., hardcoded secrets, missing validation).

ratatui-tui-review · Systematic dimensional review of ratatui apps before release, catching architecture + safety drift.

bb-methodology-core · Assembling a comprehensive, cross-verified security curriculum from existing + new research.

session-orchestrate-build · Large features where chunked implementation avoids bloat + auto-escalation prevents silent failure.

m1m8-gap-audit · Verifying that large real-time systems stay synchronized between intent (design) and implementation.

api-contract-drift-detector · Catching API shape evolution that outruns documentation, automated on every release.

acgs-growth-plan · Pivoting a project's growth strategy while grounding decisions in actual codebase state + market data.

mishkan-deep-research · In-depth multi-angle research reports where contradictory sources must be reconciled by skeptic review.

adversarial_review · Quality gates where reducing false positives via skeptic consensus beats upfront filtering.

references-audit-remediate · Batching reference-fix decisions (from a prior classification gate) for parallel execution.

loop-c-ingestion · Validating backlog artifacts against live source before promoting to canon.

tournament-sort · Ranking hundreds of items by a nuanced criterion without exhausting a single agent's context window.

module-result · Testing and exercising the module-result contract in the Workflow runtime.

mishkan-init · Fast-tracking project bootstrap by starting research stages as soon as their upstream dependencies become available.

pr-stamp-sweep · Two-phase fan-out: per-PR reviewer + adversarial security verifier, typed schemas

rue-fix-cycle · Real multi-worktree fix harness but tightly bound to Rue compiler repo

release-readiness · 5-phase release audit with adversarial verify; partly Skein-specific commands

retrospection · Self-improving harness via RHO; generic, schema-validated, arXiv-backed design

gpu-math-attack · Mine-then-refute research harness; solid but scoped to one June-22 GPU push

dev-master-orchestrator · Parameterized 5-stage impl→review→verify→amend loop; generic and well-engineered

enrich-companies · Generic multi-dim company enrichment fan-out; schema-validated, model-configurable

examiner-sim · Real 5-agent parallel rubric grader but tightly coupled to one course repo.

pci-compliance · Full PCI SSS v2.0 adversarial assessment; PDF+JSON+CSV out; broadly reusable.

product-critique · 9-lens adversarial critique with PR/issue output; scoped to one private app.

sm-ui-build · Judge-panel UI build with ADR gate; experimental spike, tied to private repo spec.

audit-egress · Runtime preset discovery + blind adversarial verify; reusable egress audit harness.

grind-base · Generic multi-round improvement loop with worktree isolation; explicitly a reusable base.

audit-gates · Reusable adversarial blast-radius audit: N parallel reviewers, per-finding verifiers, synthesis.

gate-assembler · Real parallel PR gate legs but tightly coupled to wordingone/ember repo specifics.

spark-sweep · Sophisticated 9-class scout fan-out with chunking, resume, temporal fence, and JSON contracts.

phase-gate · Reusable phase-boundary gate: parallel inspectors, adversarial verify, manifest, verdict logic.

product-emit · PR-per-group emitter with model tiering; depends on companion product-critique draft file.

arc-discovery · Structured 3-phase adversarial triage with materiality tripwire schema; reusable decision-gating harness.

plan61-implement-slice · Solid TDD slice workflow but hardcoded to one Rust/Bazel plan in one private repo.

create-tickets · 5-phase proposal-to-ticket pipeline with parallel investigation and structured AC schemas; reusable.

design-review · Route×lens fan-out with adversarial verify phase and prioritized report output; reusable UI harness.

port-cucumber-to-playwright · Well-structured 6-phase port with authority rules, but tied to code.org monorepo conventions.

citation-verify · Parallel web-verification harness with strict schema and evidence classification; reusable research sub-step.

rue-overnight-hunt · Parameterized bug-hunt fan-out with repro-verified findings; genuinely reusable pattern

fact-grounded-fix · Post-mortem-encoded adversarial verify loop; reusable across any codebase for grounded fixes

mlx-movie-director-run-self-improve-image · Solid VLM-review loop but tightly coupled to custom run.py; limited reuse outside that repo

register-simulation-result · Real parallel validate+index+score pipeline; schema-specific to one RPG sim repo