The library

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.

mishmar-security-gate · Gate a sensitive merge when orthogonal security expertise and adversarial refutation are required.

workorder-tracking-audit · Audit a compliance-critical ERP surface when dimension coverage and adversarial verification are essential.

sdlc-refactor-by-module · Refactor multiple modules in parallel when each has an isolated scope and a test suite.

skill-audit-remediate · Apply bulk skill remediation when decisions span multiple files and lane isolation is guaranteed.

fuzz-kql-translator · Find bugs in a KQL-to-SQL translator when seeded fuzzing families and differential testing are available.

root-cause · Diagnose a failure when multiple evidence sources exist and hypothesis generation needs to avoid anchoring.

monograph · Write a long-form technical document when depth, consistency, and multi-phase writing are required.

repo_review · Review a code change for bugs and design issues when structured findings and effort levels matter.

sganit-production-hardening · Harden a production system when systematic audit and controlled rollout are required.

mishkan-release-readiness · Gate a release when multi-layer verification and structured blocker tracking are required.

verify-classify · Fact-check a claim when credibility and source tracing matter.

casebook-boundaries · Establish a boundary rule when precedent and edge-case analysis are critical.

allergen-multispecies · Merge allergen data across species when conflict resolution and taxonomy consistency are needed.

forge-check-ui · Audit UI components when design consistency and accessibility compliance both matter.

code-review-deep · Review code when multi-lens analysis (correctness + design) and configurable effort are required.

meeting-prep-research · Prepare for a meeting when rapid research and personalized briefing matter.

allergen-classify-misses · Multi-pass allergen data cleanup when rules are complex and precision matters over speed

translate-rework · Bulk game localization when idiom fidelity + formatting preservation are non-negotiable

gc-build-sections · Parallel page section development when design system is immutable + ten builders can work simultaneously

bench-s4-parallel-2stage · Measuring wall-clock cost of serialization barriers vs pipelined concurrency

stamina-dispatch · Deterministic dispatch orchestration when you need role-diverse review with a procedural verdict, not a human gate

compass-review · High-confidence PR review when 5 concurrent reviewers + skeptic-per-finding beats single-pass