The library

multica-layout-review · Use when you need a structured multica layout review workflow.

l3-phase · Use when you need a structured l3 phase workflow.

fih-review · Use when you need a structured fih review workflow.

pathlib-refactor · Use when you need a structured pathlib refactor workflow.

research · Use when you need a structured research workflow.

ci-fixer · Use when you need a structured ci fixer workflow.

dashclaw-preship-sweep · Running go/no-go pre-deployment checks in parallel with cost-optimized model routing (cheap + expensive gates).

verify-phase35 · Composing advisory testing targets conditionally based on change scope, feeding into deterministic ship/hold verdicts.

snake-script-bestofn-r1 · Minimizing compiled Svelte component size while maintaining correctness across diverse implementation strategies.

validate-translations · Fleet-reviewing translations at scale with consistent criteria and rework categorization.

glossary-extract · Extracting domain terminology from curated pairs while normalizing and deduplicating.

repo-qa-and-doc-correctness · Auditing a repo across multiple dimensions (frontend, CI, scripts, docs) and applying doc corrections.

cadence-report · Self-compiling LaTeX sections with visual verification and fixing before assembly.

evolve-understand · Mapping current state of a codebase across multiple facets before design decisions.

sdlc-brownfield-inventory · Inventorying legacy repos across standardized dimensions without claiming maturity.

nvptx-find-miscompiles · Hunting for LLVM backend miscompiles through multi-agent code-reading.

verify-cs · Composing advisory testing targets conditionally based on change scope, feeding into deterministic ship/hold verdicts.

evloop-adversarial-break · Adversarial stress-testing through evolution and mutation loops.

layer1-classify · Initial categorical bucketing of items before detailed processing.

gimle-ab-sweep · Running A/B experiments with parallel variant evaluation and statistical reporting.

mishkan-sprint-close · Closing sprints with task completion audit and next-phase handoff.

driver-catalog-first-g1 · First-pass cataloging of driver entities with schema conformance.

playlist-subs-batch · Batch subscription management with parallel confirmation and state sync.

ccgp-paper · Synthesizing research papers from sourced content with citations.

qa-weekly · Running standardized QA weekly with regression detection and reporting.

layer2-extract · Deep extraction and classification after layer-1 initial bucketing.

lets-review · Getting high-confidence review feedback when multiple reviewers agreeing matters more than speed.

hunt-workflow · Systematic multi-angle bug hunting where cross-cutting defects need skeptic verification.

sdlc-qa-sweep · Verifying mandatory invariant acceptance criteria in parallel when hard gates matter.

sharp-review · Merging feedback from 3+ reviewers with dedup when you want convergent high-confidence findings.

docaudit-impact-verify · Checking whether docs still match source after changes without re-reading entire files.

adversarial-verify · Testing if a claim stands up to multiple independent refutation attempts.

loop-until-dry · Exhausting paginated or incremental sources without manual pagination logic.

wf-swarm-explore · Exploring large task spaces where pheromone-guided parallel paths find good solutions.

review-loop · Applying fixes in a loop until an independent verifier signs off on final diff.

translate-keys · Translating 37+ locales in parallel without hallucination via schema validation.

qa-persona-score · Running qa-persona-score as a multi-phase orchestrated workflow.

frugalmonograph · Running frugalmonograph as a multi-phase orchestrated workflow.

build-harness · Running build-harness as a multi-phase orchestrated workflow.

vcs-eval-round · Running vcs-eval-round as a multi-phase orchestrated workflow.

nvptx-author-tests · Running nvptx-author-tests as a multi-phase orchestrated workflow.

yt-shorts-production · Running yt-shorts-production as a multi-phase orchestrated workflow.

casebook-extract · Running casebook-extract as a multi-phase orchestrated workflow.

skill-audit-detect · Running skill-audit-detect as a multi-phase orchestrated workflow.

mishkan-standards-rollout · Running mishkan-standards-rollout as a multi-phase orchestrated workflow.

damaros-brief6-acceptance-audit · Running damaros-brief6-acceptance-audit as a multi-phase orchestrated workflow.

snake-script-bestofn-r2 · Optimize a small game or component for minified size when multiple implementation strategies compete.

shorten-rerun · Rewrite tutoring dialogue in bulk when all chunks need the same brevity + socratic tone rules.

meridian-l10n-ui · Localize a modular iOS app when glossary consistency and build verification are required.

bb-skill-bodies · Document a security skill when reference materials exist and a consistent body structure is needed.