The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
untested★196→untested★130→untested★368→untested★4→untested★1→untested★36→untested★75→untested★0→untested★2→untested★1→untested★24→untested★0→untested★0→untested★2→untested★16→untested★0→untested★0→untested★0→untested★682→untested★0→untested★1→untested★273→untested★0→untested★0→untested★0→untested★0→untested★4→untested★1→untested★0→untested★0→untested★38→untested★0→untested★0→untested★0→untested★1→untested★3→untested★3→untested★1→untested★0→untested★0→untested★0→untested★5→untested★3→untested★0→untested★0→untested★0→untested★0→untested★1→untested★368→untested★19→
Generate project delivery summary reportworkflowEngineeringL2
kiln-report · Executing the kiln-report workflow.
Find unreferenced code symbolsworkflowEngineeringL2
dead-code-scan · Use when you need a structured dead code scan workflow.
Stress-test with adversarial challengeworkflowEngineeringL2
wf-grill · Use when you need a structured wf grill workflow.
Implement feature with adversarial reviewworkflowEngineeringL3
writer-reviewer · Use when you need a structured writer reviewer workflow.
Deep research OpenSpec with testable specsworkflowProductL3
opsx-propose-deep · Use when you need a structured opsx propose deep workflow.
Distill daily agent activity digestworkflowOpsL2
agent-daily-digest · Use when you need a structured agent daily digest workflow.
Implement feature and review iterativelyworkflowEngineeringL3
implement-and-review · Use when you need a structured implement and review workflow.
Update and verify monitoring dashboardworkflowOpsL2
dashboard · Use when you need a structured dashboard workflow.
Verify claims with skeptic panelworkflowL2
adversarial-verify · Use when you need a structured adversarial verify workflow.
Audit dependencies for vulnerabilitiesworkflowEngineeringL2
dependency-audit · Use when you need a structured dependency audit workflow.
Iterate ML research until convergenceworkflowEngineeringL4
autoresearch-loop · Use when you need a structured autoresearch loop workflow.
Test file units for bugs and gapsworkflowEngineeringL3
df-ula-file-pass · Use when you need a structured df ula file pass workflow.
Review and fix Path Warden appworkflowEngineeringL3
path-warden-review-fix · Use when you need a structured path warden review fix workflow.
Investigate question with diverse expertsworkflowL3
why-investigate · Use when you need a structured why investigate workflow.
Audit document structure and proseworkflowOpsL3
writing-review · Use when you need a structured writing review workflow.
Review agent layout UI designworkflowProductL2
multica-layout-review · Use when you need a structured multica layout review workflow.
Run three-phase multi-loop review workflowsworkflowOpsL3
l3-phase · Use when you need a structured l3 phase workflow.
Verify integration correctness across dimensionsworkflowEngineeringL3
fih-review · Use when you need a structured fih review workflow.
Refactor filesystem paths to modern standardsworkflowEngineeringL3
pathlib-refactor · Use when you need a structured pathlib refactor workflow.
Research gaps and synthesize cited reportsworkflowOpsL2
research · Use when you need a structured research workflow.
Fix failing CI checks in parallelworkflowEngineeringL3
ci-fixer · Use when you need a structured ci fixer workflow.
Pre-release verification and security sweepworkflowEngineeringL3
dashclaw-preship-sweep · Running go/no-go pre-deployment checks in parallel with cost-optimized model routing (cheap + expensive gates).
Run and fold Phase 3.5 test verdictsworkflowEngineeringL3
verify-phase35 · Composing advisory testing targets conditionally based on change scope, feeding into deterministic ship/hold verdicts.
Generate diverse minimal script implementationsworkflowEngineeringL2
snake-script-bestofn-r1 · Minimizing compiled Svelte component size while maintaining correctness across diverse implementation strategies.
Review and approve translated contentworkflowMarketingL2
validate-translations · Fleet-reviewing translations at scale with consistent criteria and rework categorization.
Extract translation termbase from pairsworkflowOpsL2
glossary-extract · Extracting domain terminology from curated pairs while normalizing and deduplicating.
Audit repository quality and fix documentationworkflowEngineeringL3
repo-qa-and-doc-correctness · Auditing a repo across multiple dimensions (frontend, CI, scripts, docs) and applying doc corrections.
Compile technical report with visualsworkflowOpsL3
cadence-report · Self-compiling LaTeX sections with visual verification and fixing before assembly.
Map current state across dimensionsworkflowOpsL2
evolve-understand · Mapping current state of a codebase across multiple facets before design decisions.
Inventory existing codebase architectureworkflowEngineeringL3
sdlc-brownfield-inventory · Inventorying legacy repos across standardized dimensions without claiming maturity.
Identify compiler miscompiles across backendworkflowEngineeringL3
nvptx-find-miscompiles · Hunting for LLVM backend miscompiles through multi-agent code-reading.
Verify tickets against source and testsworkflowEngineeringL3
verify-cs · Composing advisory testing targets conditionally based on change scope, feeding into deterministic ship/hold verdicts.
Generate and verify linter edge casesworkflowEngineeringL3
evloop-adversarial-break · Adversarial stress-testing through evolution and mutation loops.
Classify documents by type at scaleworkflowOpsL2
layer1-classify · Initial categorical bucketing of items before detailed processing.
Run A/B benchmark sweep across testsworkflowDataL3
gimle-ab-sweep · Running A/B experiments with parallel variant evaluation and statistical reporting.
Close sprint with parallel team reportsworkflowOpsL2
mishkan-sprint-close · Closing sprints with task completion audit and next-phase handoff.
Reuse catalog items or create new onesworkflowOpsL2
driver-catalog-first-g1 · First-pass cataloging of driver entities with schema conformance.
Download videos and extract subtitlesworkflowMarketingL2
playlist-subs-batch · Batch subscription management with parallel confirmation and state sync.
Draft and peer-review research paper sectionsworkflowOpsL2
ccgp-paper · Synthesizing research papers from sourced content with citations.
Grade team quality weeklyworkflowOpsL2
qa-weekly · Running standardized QA weekly with regression detection and reporting.
Extract opportunity fields from documentsworkflowOpsL2
layer2-extract · Deep extraction and classification after layer-1 initial bucketing.
Aggregate parallel code review findings adversariallyworkflowEngineeringL3
lets-review · Getting high-confidence review feedback when multiple reviewers agreeing matters more than speed.
Parallel threat hunt across targetsworkflowOpsL3
hunt-workflow · Systematic multi-angle bug hunting where cross-cutting defects need skeptic verification.
Verify acceptance criteria in parallelworkflowEngineeringL3
sdlc-qa-sweep · Verifying mandatory invariant acceptance criteria in parallel when hard gates matter.
Post-feature multi-reviewer sync workflowworkflowEngineeringL3
sharp-review · Merging feedback from 3+ reviewers with dedup when you want convergent high-confidence findings.
Verify docs match changed source codeworkflowEngineeringL3
docaudit-impact-verify · Checking whether docs still match source after changes without re-reading entire files.
Refute claims with independent skepticsworkflowL3
adversarial-verify · Testing if a claim stands up to multiple independent refutation attempts.
Find items iteratively until dryworkflowL3
loop-until-dry · Exhausting paginated or incremental sources without manual pagination logic.
Explore space with parallel ant swarmworkflowL3
wf-swarm-explore · Exploring large task spaces where pheromone-guided parallel paths find good solutions.
Review, triage, fix until sign-offworkflowEngineeringL3
review-loop · Applying fixes in a loop until an independent verifier signs off on final diff.