The library

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

untested
Execute work with deterministic verificationworkflowEngineeringL3
fierce-ralph · Iterative task execution with real-time progress verification and stagnation detection.
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Screen EHR products with parallel agentsworkflowProductL2
cheap-pass-100 · High-volume batch screening with fixed concurrent worker capacity.
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Debug resume parsing across model variantsworkflowEngineeringL2
trace-resume-model · Distinguishing prefix vs. content-addressed workflow resumption models.
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Ship code through architecture review gatesworkflowEngineeringL2
feature-dev · Multi-gate feature development with human approval at requirements and architecture phases.
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Refactor neural net primitives with bit-level verificationworkflowEngineeringL3
finish-l1-primitives · Refactoring monolithic code into bit-identical primitives with gated extraction.
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Generate and verify files at scale with metricsworkflowOpsL2
parallel-file-write-with-verify · Writing many files in parallel then auditing for quality metrics.
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Gate releases with adversarial quality reviewworkflowEngineeringL2
gate · Code review with parallel specialists and adversarial skepticism.
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Regenerate specs across voice styles automaticallyworkflowProductL3
spec-critique-voice-ladder-regen · Criticizing specifications from multiple evaluation angles with voice consistency.
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Audit code for correctness and deploy fixesworkflowEngineeringL2
go-audit-fix · Automated auditing and fixing of Go code issues.
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Map content type coverage and edge casesworkflowProductL2
type-field-coverage · Measuring type coverage across large codebases.
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Implement specs autonomously end-to-endworkflowEngineeringL3
sdd-implement-engine · Implementing complex systems driven by formal specifications.
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Safely triage and quarantine untrusted inputsworkflowOpsL2
triage_quarantine · Isolating failing cases for targeted root-cause investigation.
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Push completed work and open pull requestworkflowEngineeringL2
docking-workflow · Integrating components with automatic verification.
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Map codebase architecture in parallelworkflowEngineeringL2
fd-understand-codebase · Building knowledge of unfamiliar codebases through structured exploration.
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Investigate issues and synthesize findingsworkflowEngineeringL2
assess-investigate · Code review with parallel specialists and adversarial skepticism.
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Port database layer with integration testsworkflowEngineeringL3
phase1-repos · Processing multiple repositories in a phased workflow.
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Validate research manuscript for publicationworkflowL2
g3-readiness-review · Rigorously vetting academic manuscripts through multiple independent reviewer lenses before submission, with explicit synthesis of conflicts and prioritized fixes.
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Plan agent memory implementation strategyworkflowEngineeringL3
fathomdb-agent-memory-impl-strategy · Grounding implementation strategy for agent-memory gaps in the actual engine code, with adversarial re-verification against real mechanisms and invariants.
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Reverse-engineer trading strategies from resultsworkflowDataL3
polymarket-reverse-engineer · Designing independent, first-principles trading strategies from observed edge patterns, falsifiable through rigorous gauntlet testing, without relying on wallet-copying.
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Validate and land compiler features systematicallyworkflowEngineeringL3
drain-wave-1 · Draining large spec items with sub-agent isolation and orchestrator-side independent verification of runtime results, preventing sub-agent report blindness.
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Assess drug discovery feasibility scientificallyworkflowL2
insilico-feasibility-and-track-record · Honestly evaluating which in-silico predictions have real clinical track records versus hype, with explicit real_world_status per example.
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Scan and categorize edge cases systematicallyworkflowEngineeringL2
phase1e-scan · Surfacing external unknowns that could block Phase 2 launch through execute-access probing (RUN code, not just read), with optional skeptic verification gated on FAIL only.
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Implement features test-driven with reviewsworkflowEngineeringL2
evolve-implement · Sequential TDD-driven implementation of feature slices with build-log persistence and no parallel execution breaking the lint hook.
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Audit system resilience with adversarial verificationworkflowOpsL3
system-audit · Validating critical system audit findings through multi-LLM consensus (2/3 agreement) rather than single-model verdicts, catching blind spots.
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Benchmark serial agent execution performanceworkflowEngineeringL2
bench-s1-serial · Executing the bench-s1-serial workflow.
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Build deterministic test fixtures for variantsworkflowEngineeringL3
build-config-variant-gates · Executing the build-config-variant-gates workflow.
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Run parallel tasks with barrier synchronizationworkflowEngineeringL2
parallel-basic · Executing the parallel-basic workflow.
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Port code with mandatory layering reviewworkflowEngineeringL3
phase-e-proper-port · Executing the phase-e-proper-port workflow.
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Prepare release changelog and auditworkflowEngineeringL2
release-prep · Executing the release-prep workflow.
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Execute UI cinematics animationsworkflowProductL3
flow-canvas-wave2b-cinematics · Executing the flow-canvas-wave2b-cinematics workflow.
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Hunt and abstract EHR document batchworkflowDataL3
hunt-and-abstract-tranche · Executing the hunt-and-abstract-tranche workflow.
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Search iteratively until exhaustedworkflowDataL2
loop-until-dry · Executing the loop-until-dry workflow.
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Run parallel search strategiesworkflowDataL2
multi-modal-sweep · Executing the multi-modal-sweep workflow.
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Synthesize roadmaps across PM perspectivesworkflowProductL3
pm-council-clawcamp · Executing the pm-council-clawcamp workflow.
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Generate and evaluate code objectivelyworkflowEngineeringL2
pge · Executing the pge workflow.
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Generate project delivery summary reportworkflowEngineeringL2
kiln-report · Executing the kiln-report workflow.
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Find unreferenced code symbolsworkflowEngineeringL2
dead-code-scan · Use when you need a structured dead code scan workflow.
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Stress-test with adversarial challengeworkflowEngineeringL2
wf-grill · Use when you need a structured wf grill workflow.
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Implement feature with adversarial reviewworkflowEngineeringL3
writer-reviewer · Use when you need a structured writer reviewer workflow.
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Deep research OpenSpec with testable specsworkflowProductL3
opsx-propose-deep · Use when you need a structured opsx propose deep workflow.
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Distill daily agent activity digestworkflowOpsL2
agent-daily-digest · Use when you need a structured agent daily digest workflow.
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Implement feature and review iterativelyworkflowEngineeringL3
implement-and-review · Use when you need a structured implement and review workflow.
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Update and verify monitoring dashboardworkflowOpsL2
dashboard · Use when you need a structured dashboard workflow.
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Verify claims with skeptic panelworkflowL2
adversarial-verify · Use when you need a structured adversarial verify workflow.
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Audit dependencies for vulnerabilitiesworkflowEngineeringL2
dependency-audit · Use when you need a structured dependency audit workflow.
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Iterate ML research until convergenceworkflowEngineeringL4
autoresearch-loop · Use when you need a structured autoresearch loop workflow.
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Test file units for bugs and gapsworkflowEngineeringL3
df-ula-file-pass · Use when you need a structured df ula file pass workflow.
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Review and fix Path Warden appworkflowEngineeringL3
path-warden-review-fix · Use when you need a structured path warden review fix workflow.
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Investigate question with diverse expertsworkflowL3
why-investigate · Use when you need a structured why investigate workflow.
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Audit document structure and proseworkflowOpsL3
writing-review · Use when you need a structured writing review workflow.
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