The library

Everything we index — ranked by what works, never by stars.

untested
Integrate variant-aware feedbackworkflowProductL3
feedback-integrate · Running feedback-integrate workflow with multi-phase verification and structured output.
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Identify performance and efficiency winsworkflowEngineeringL3
code-efficiency-audit · ROI-ranking code improvements from render, async, and DB dimensions together.
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Drain feature wave into productionworkflowEngineeringL3
loom-unleash · Splitting a god-object into extensions while preserving stored properties and passing tests.
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Apply configuration round with validationworkflowEngineeringL2
asc-apply-round · Draining a queue of similar tasks (PRP extractions, inference applications) in parallel.
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Run multi-agent verification auditworkflowProductL3
deep-audit · Running deep-audit workflow with multi-phase verification and structured output.
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Convert vanilla web UI to SvelteworkflowEngineeringL3
svelte-port · Running svelte-port workflow with multi-phase verification and structured output.
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Generate 3D playground examplesworkflowEngineeringL3
scad-to-playground · Running scad-to-playground workflow with multi-phase verification and structured output.
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Execute full SDLC pipelineworkflowEngineeringL3
sdlc · Running sdlc workflow with multi-phase verification and structured output.
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Root-cause test failures via RCAworkflowEngineeringL3
triage-eval-failure · Draining a queue of similar tasks (PRP extractions, inference applications) in parallel.
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Audit toolchain and probe configworkflowEngineeringL3
00-scaffold · Running 00-scaffold workflow with multi-phase verification and structured output.
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Advance in-flight tickets forwardworkflowEngineeringL3
qrspi-batch · Running qrspi-batch workflow with multi-phase verification and structured output.
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Fix misleading translationsworkflowOpsL3
fix-misleading-translations · Running fix-misleading-translations workflow with multi-phase verification and structured output.
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Add new language to CLIworkflowEngineeringL3
implement-new-language · Splitting a god-object into extensions while preserving stored properties and passing tests.
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Generate theme palette variantsworkflowProductL3
theme-forge · Running theme-forge workflow with multi-phase verification and structured output.
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Execute conductor-gated SDLCworkflowEngineeringL3
implement · When you need TDD-gated task completion with real-time verifier feedback and conductor state tracking.
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Complete code decompositionworkflowEngineeringL3
finish-decomp-codex · When you have large functions that exceed a smaller model tier and need tiered escalation to GPT-5.5.
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Catalog object-detection datasetsworkflowDataL3
find-kitchen33-datasets · When you need systematic discovery and verification of specialized datasets across multiple sources.
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Generate radio episode batchworkflowMarketingL3
generate-radio-episodes-batch · When you need batch content generation with multi-agent curation to avoid repetition.
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Fuzz language for regressionsworkflowEngineeringL3
fuzz-language · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Mix drum stems with characterworkflowOpsL3
drum-stems-character · When applying consistent tonal character processing across multi-mic drum stems via UADx plugins.
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Run full system test suiteworkflowEngineeringL3
full-system-test · When you need a comprehensive parallel test across build, unit tests, CLI, and plugin contracts.
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Author archetype combo testsworkflowEngineeringL3
author-archetype-combo-tests · When implementing cross-card rules interactions that per-card unit tests cannot validate.
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Run three-phase test pipelineworkflowEngineeringL3
40-test-diff · When you need comprehensive test discovery and failure documentation.
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Verify retention tournament metricsworkflowDataL3
alberta-retention-tournament-verify · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Synthesize deep research reportworkflowL3
deep-research · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Audit FFmpeg performance issuesworkflowEngineeringL3
ffmpeg-sharp-deep-audit · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Verify Google Ads schemaworkflowMarketingL3
optimization-loop-smoke · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Orchestrate multi-phase workflowworkflowEngineeringL3
orchestrate-claude · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Three-layer adversarial reviewworkflowProductL3
wf-verify · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Multi-angle research synthesisworkflowL2
mini-research · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Automate multi-phase codebase migrationworkflowEngineeringL4
generic-harness-object-model-build · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Auto-execute and PR backlog tasksworkflowEngineeringL4
auto-elevate-execute · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Verify findings without tool executionworkflowEngineeringL2
verify-findings-intrinsic · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Fix performance bottlenecks systematicallyworkflowEngineeringL4
jax-score-perf-investigation · When you need multi-phase orchestration with parallel agents across a complex workflow.
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Audit codebase across seven lensesworkflowEngineeringL4
harness-legacy-scan · Comprehensive multi-lens harness audits needing parallel discovery and adversarial verification.
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Orchestrate project initializationworkflowEngineeringL4
wfl:init · Deterministic LLM-orchestrated project bootstrap with phase gating and config auto-merge.
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Design agent activity dashboardworkflowProductEngineeringL4
agent-live-tui-design · Designing live streaming TUI for real-time agent activity (thinking, tools, results).
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Find and prioritize implementation bugsworkflowEngineeringL4
audit · Workflow pattern automation: audit.
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Clean up code and improve efficiencyworkflowEngineeringL2
simplify · Detecting hidden reuse opportunities and efficiency bugs across changed code in one pass.
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Apply safe refactors with human reviewworkflowEngineeringL3
harness-diet · Safely applying low-risk harness optimizations while preserving safety constraints.
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Add tests to untested codeworkflowEngineeringL4
retrofit-testing · Unbiased bug hunting across multiple dimensions with refutation voting to reduce false positives.
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Route items through review stagesworkflowOpsL2
pipeline-review · Processing batches of items through concurrent, scoped review stages with per-item result collection.
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Discover HTTP services on networkworkflowEngineeringL3
http-discovery · Discovering live HTTP services via port scan plus HTTP probe pipeline.
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Transform process sections to modulesworkflowOpsL3
apqc-section-transform · Transforming process taxonomies into validated ontology modules with reality-layer semantics.
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Run disaster recovery drillsworkflowOpsL3
migdal-dr-drill · Workflow pattern automation: migdal-dr-drill.
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Debate code changes to consensusworkflowEngineeringL2
lens-debate · Workflow pattern automation: lens-debate.
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Test theorems for hidden assumptionsworkflowEngineeringL2
verify-theory · Workflow pattern automation: verify-theory.
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Gate and categorize driver candidatesworkflowEngineeringL2
driver-gate-g2 · Workflow pattern automation: driver-gate-g2.
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Review ingredient cluster consolidationworkflowEngineeringL2
claude-dedup-cluster-review · Processing batches of items through concurrent, scoped review stages with per-item result collection.
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Generate five-dimension project READMEworkflowEngineeringL2
readme-gen · Workflow pattern automation: readme-gen.
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