The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
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Dispatch parallel modality workflowworkflowEngineeringL3
orchestrate-dispatch-wave · Fanned dispatch of isolated sub-tasks with worktree isolation and receipts.
Research and cite web sourcesworkflowOpsL2
loom-research · Multi-angle research with parallel search, aggregation, and adversarial contradiction resolution.
Audit server list smoke testworkflowEngineeringL2
UI Audit · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.
Localize privacy policy into 24 languagesworkflowLegalL2
translate-miru-privacy · Localizing privacy policies and UI text into 24 languages with strict JSON validation and placeholder preservation.
Localize UI to tenant localeworkflowProductL3
i18n-rollout · Bulk text localization across codebase with consistent dictionary structure.
Validate Lean code generationworkflowEngineeringL3
lean4-cpg-validation · Adversarial pre-commit validation across multiple crates with structured findings.
Fix errors across crate filesworkflowEngineeringL3
phase-d-crate-shard · Multi-phase phase-d-crate-shard orchestration with structured phase control and receipts.
Apply CLAUDE.md fixes in parallelworkflowEngineeringL2
claude-md-audit-remediate · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.
Classify reference taxonomyworkflowDataL2
references-audit-classify · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.
Fuzz cross-app integration testsworkflowEngineeringL3
fuzz · Multi-phase fuzz orchestration with structured phase control and receipts.
Scan sibling projects for quality issuesworkflowEngineeringL3
xproject · Multi-phase xproject orchestration with structured phase control and receipts.
Audit team scaffold consistencyworkflowOpsL2
scaffold-team · Multi-phase scaffold-team orchestration with structured phase control and receipts.
Detect vault health decay earlyworkflowOpsL2
health-audit · Comprehensive multi-phase scan across heterogeneous source corpus with parallel validation.
Run discovery until completeworkflowOpsL2
loop-until-dry · Multi-phase loop-until-dry orchestration with structured phase control and receipts.
Load bulk contract data into BigQueryworkflowDataL3
cf-parallel-harvester-rawload · Append-loading UK Contracts Finder historical data (2016-2026) into BigQuery in resumable 2-month shards.
Run iOS app QA suiteworkflowEngineeringL3
qa-run · Multi-phase qa-run orchestration with structured phase control and receipts.
Extract entities from news articlesworkflowDataL2
news-graph-extract · Building knowledge graphs from news corpora where entities and relationships must be structured for Neo4j ingestion.
Rewrite GPU kernels across frameworksworkflowEngineeringL3
metal-candle-free-flip · Mechanical candle-core → kt-native GPU kernel substrate swaps where logic must be preserved byte-for-byte (#1082).
Fix Windows compilation errorsworkflowEngineeringL3
phase-h-windows-errors · Cross-platform Rust projects where Windows compilation is gated and errors must be fixed in parallel per file.
Generate and review QA test planworkflowEngineeringL2
implement-test-plan-reviewer · Building QA tools where the plan must be the authoritative spec and implementation is adversarially validated.
Fix failing recipe buildsworkflowEngineeringL2
recipe-grind-r2 · Automated recipe repair where root cause must be diagnosed from real CI failure output.
Gate and stub crate dependenciesworkflowEngineeringL3
phase-b1-tier · Cross-crate compilation where gating must preserve Phase-A drafts and later tiers depend on stubs.
Run anonymous peer review panelworkflowOpsL2
boardroom-blind-review · High-stakes decisions where reviewer independence must be enforced structurally via separate agent contexts.
Run lightweight code QAworkflowEngineeringL2
qa · Budget-gated QA where lite testing is the gate before heavier runs.
Run parallel agent swarmworkflowOpsL2
parallel-swarm.workflow · Batch operations where each item can be independently processed in parallel.
Wait for PR review completionworkflowEngineeringL2
wait-for-pr-review · CI pipelines where Claude-generated reviews must complete before merging.
Judge sprite restyling candidatesworkflowProductL2
sprite-restyle-judge · Game asset QA where visual consistency to canon must be both scored and gated per character.
Draft stale ticket updatesworkflowOpsL2
stale-ticket-drafts · Automated ticket triage where stale tickets need human-readable status drafts without direct edits.
Run independent audit panelworkflowOpsL2
judge-independent-audit · Auditing complex ML systems.
Refine work across teamworkflowOpsL2
team-refine · Use when implementing team-refine patterns.
Review code for bugsworkflowEngineeringL2
review · Use when implementing review patterns.
Classify dependency cycle typesworkflowEngineeringL2
phase-b0-cyclebreak · Use when implementing phase-b0-cyclebreak patterns.
Build interactive data visualizationworkflowMarketingL3
build-viz · Use when implementing build-viz patterns.
Detect emergent vault themesworkflowOpsL2
emergence-scan · Use when implementing emergence-scan patterns.
Use when implementing t patterns.workflowL2
t · Use when implementing t patterns.
Run parallel QA agentsworkflowEngineeringL2
qa-parallel-suite · Budget-gated QA where lite testing is the gate before heavier runs.
Benchmark single-agent extractionworkflowEngineeringL2
bench-s0-monolith · Use when implementing bench-s0-monolith patterns.
Measure agent concurrency limitsworkflowEngineeringL2
trace-concurrency-cap · empirically validating the workflow runtime's true parallel capacity before launching production workloads
Apply verified bug fixes across codebasesworkflowEngineeringL3
phase-b2-fix-bugs · applying pre-verified bug fixes across multiple crates without sequencing delays
Fix bundler errors file-by-fileworkflowEngineeringL3
phase-d-bundler-perfile · methodically eliminating cascading compiler errors in a large module via per-file focus
Remove feature gates to unblock buildsworkflowEngineeringL3
phase-b2-ungate-tier · exposing and fixing draft code dependencies before moving to verification pass
Parallel bundler error fixing pipelineworkflowEngineeringL3
phase-d-bundler-shard · parallelizing fix work on a single large file (bundle_v2) across multiple agents without conflicts
Audit build status and find gapsworkflowEngineeringL2
frontier-tail-survey · auditing true build state across multiple frontiers without false confidence from presence of stub files
Gate code reviews by impactworkflowEngineeringL2
cr-threshold-gate · mechanical OR-gated CR dispatch (LOC > 50 OR core-module hit) without human judgment
Localize UI text to 37 languagesworkflowProductMarketingL2
translate-keys · Localizing customer-facing UI (like ordering combos) into 37 languages with strict JSON schema + placeholder + markup preservation.
Break cyclic crate dependencies upwardworkflowEngineeringL3
phase-b0-moveout · systematically breaking dependency cycles before move-in pass via vtable/tag+ptr/hook delegation
Move types and dispatch downstreamworkflowEngineeringL3
phase-b0-movein · resolving forward references established in move-out via symbol materialization in target crates
Fill missing symbols in cratesworkflowEngineeringL3
phase-b2-fill · on-demand symbol provisioning as downstream blockers surface during multi-phase porting
Detect performance regressionsworkflowEngineeringL2
benchmark-audit · spotting performance regressions in CI without re-running expensive GPU benchmarks
Import backlog into task managementworkflowOpsEngineeringL3
emit-beads · Bulk-importing planning data into beads while maintaining idempotency and dependency integrity