The library

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

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Audit codebase for bugs and optimizationsworkflowEngineeringL3
codebase-audit · Automating codebase audit workflows.
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Plan view layer migration strategyworkflowEngineeringL2
view-kit-migration-analysis · Automating view kit migration analysis workflows.
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Build multi-lane creator agent in parallelworkflowEngineeringL3
creator-agent-m234-build · Automating creator agent m234 build workflows.
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Dispatch deferred code analysisworkflowEngineeringL2
reclaim-deferred · Sweeping a finite backlog of deferred decompilation targets with fresh tooling and codex reasoning to escape prior plateaus.
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Validate deployment health across targetsworkflowEngineeringOpsL3
audit-deploy-configs · Validating deployment configuration correctness and health before release without risking mutation of running systems.
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Run API client quality and health auditworkflowEngineeringL3
health · Single comprehensive health gate before release combining quality, API surface, and repo state in one report.
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Expand camera test fixtures adversariallyworkflowEngineeringL3
camera-parity-expansion · Generating and hardening camera test fixtures when baseline math is known but GPU output can drift across optimization passes.
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Recover C code from abandoned decompositionsworkflowEngineeringL3
reclaim-naked · Driving down NAKED rate in a decompilation project by reclaiming stubs using corpus-mined matching patterns and fresh permuter/search tooling.
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Manage video model components for productionworkflowEngineeringL2
mlx-movie-director-sub-command-video-assistant · Idempotent setup of large LTX video generation model components that respects HF rate limits and resumes from failures.
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Find documentation vs code driftworkflowEngineeringL3
doc-drift · Finding documentation and comments that have drifted from current code before releases or after large refactors.
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Implement layout phases end-to-endworkflowEngineeringL3
layout-followups-overnight · Running non-critical layout follow-up work outside business hours with parallel agent coordination.
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Execute roadmap with regression gatesworkflowEngineeringL3
execute-roadmap · Executing planned roadmap items with milestone tracking and parallel phase execution.
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Audit codebase with verified findingsworkflowEngineeringL3
codebase-audit · Comprehensive codebase health check covering structure, dependencies, and quality before release.
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Research and plan technical strategyworkflowEngineeringL3
argus-plan-research · Scoping and planning complex research investigations before investing agent time.
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Review library for gaps and improvementsworkflowEngineeringL3
library-review · Comprehensive library code review spanning design, performance, and correctness before public release.
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Map analysis into source codeworkflowEngineeringL3
map-deferred-nonmatching · Identifying decomposition patterns in a corpus for deferred functions before attempting fresh matches.
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Migrate React UI to Svelte frameworkworkflowEngineeringL3
gateway-cinder-migration · Large-scale system migration with data integrity verification and rollback capability.
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Execute seven-move operating loopworkflowEngineeringL3
operating-loop · Closed-loop multi-agent systems that refine state iteratively until convergence or completion.
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Audit mobile app code and databaseworkflowEngineeringL3
code-quality-audit · Running code-quality-audit workflow with multi-phase verification and structured output.
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Split monolithic model fileworkflowEngineeringL3
finish-appmodel-extraction · Splitting a god-object into extensions while preserving stored properties and passing tests.
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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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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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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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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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Fuzz language for regressionsworkflowEngineeringL3
fuzz-language · When you need multi-phase orchestration with parallel agents across a complex workflow.
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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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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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Orchestrate multi-phase workflowworkflowEngineeringL3
orchestrate-claude · 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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Discover HTTP services on networkworkflowEngineeringL3
http-discovery · Discovering live HTTP services via port scan plus HTTP probe pipeline.
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