The library

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

untested
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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Run parallel requirement review pipelineworkflowEngineeringL4
adlc-sprint · Processing batches of items through concurrent, scoped review stages with per-item result collection.
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Multi-layer codebase reviewworkflowEngineeringL3
forge-review · Workflow pattern automation: forge-review.
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Review code changes with consensus debateworkflowEngineeringL2
codex-debate · When code review requires adversarial consensus between multiple reviewers.
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Repair markup codes in descriptionsworkflowEngineeringOpsL2
markup-repair · Fixing text markup without changing wording or structure.
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Generate multilingual retrieval benchmarksworkflowEngineeringProductL2
hiraia-gen-eval-queries · Generating labeled benchmark queries for retrieval system evaluation.
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Audit and deprecate legacy SDK referencesworkflowEngineeringOpsL3
legacy-sdk-deprecation-sweep · Rolling out breaking changes safely across multiple releases with parallel worktrees.
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Hunt bugs until stabilizedworkflowEngineeringL2
loop-until-dry · Iterative bug hunting until convergence on a stable result set.
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Roll out schema changes safelyworkflowEngineeringOpsL3
yasad-schema-evolution · Phasing schema migrations with zero-downtime guarantees across releases.
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Tournament code with competitive scoringworkflowEngineeringL3
fierce-compete · Simulating competitive dynamics with autonomous agent players.
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Convert issues to pull requests autonomouslyworkflowEngineeringOpsL3
pm-issue-to-pr · Converting issues to PRs with automated changes and validation.
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Test all pages and fix breakageworkflowEngineeringProductL3
dashclaw-find-and-fix · Locating and fixing bugs through systematic analysis and repair.
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Prepare TypeScript SDK releasesworkflowEngineeringL2
ts-sdk-publish · Publishing SDK releases with validation and multi-stage deployment.
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Gate and commit ML architecture pathsworkflowEngineeringL4
finish-realize-bulk · Executing bulk operations with completion validation.
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Audit and clean project issuesworkflowOpsEngineeringL3
pm-audit · Comprehensive review of codebase/content with structured audit findings.
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Audit and improve documentation roundsworkflowOpsEngineeringL3
magpie-doc-audit-round · Comprehensive review of codebase/content with structured audit findings.
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Map change impact across systemsworkflowEngineeringOpsL3
mishkan-blast-radius · Refactoring when you need to know real impact before scheduling work, with automatic false-positive filtering via 3 orthogonal verification lenses.
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Generate features with parallel filesworkflowEngineeringL2
scaffold-feature · Scaffolding a new feature when you want parallel file generation against a plan plus a built-in consistency review.
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Run 1000 parallel research and synthesis jobsworkflowEngineeringL3
agi-cli-parity-1000 · Large-scale CLI parity audits when you need cited evidence across many dimensions with auto-synthesis into consolidated artifacts.
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Host Claude across multiple CLI invocationsworkflowEngineeringL4
resident-daemon · Persisting resident Claude across CLI invocations when you need a Unix daemon that reuses existing ResidentPool without adding dependencies.
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Finish branch with leak scan and PR automationworkflowEngineeringL3
autopilot-finish-branch · Finishing a feature branch with hard-gated leak scanning and automatic PR creation/update in a single orchestrated flow.
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Audit LLM gateway production reliabilityworkflowEngineeringL3
otto-gateway-reliability-audit · Production-readiness audits of Go LLM gateways when you need multi-agent scanning + adversarial verification across reliability dimensions.
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Generate autonomous architecture plansworkflowEngineeringL2
lets-plan-workflow · Multi-phase orchestration when phases need to be planned sequentially with approval checkpoints.
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Batch design and architect clustersworkflowEngineeringL2
evolve-batch · Iterative batch refinement when you need multiple feedback cycles with controlled evolution.
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Centralize database connection poolsworkflowEngineeringL3
hardening-pool-centralization · Hardening systems when you need to consolidate fragmented resource pools into a single managed center.
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Execute reviewed database migrationsworkflowEngineeringL3
yasad-data-migration-wave · Large data migrations when you need staged waves with automatic rollback gates and data validation.
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Run multi-lens adversarial code reviewworkflowEngineeringL3
review-with-agent · Code review when you want an agent to async provide inline feedback on a specific diff.
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Audit tool migration UX and gapsworkflowEngineeringL2
agi-cli-migration-ux · CLI migrations when you need designed UX with clear deprecation paths and fallback.
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Find and propose missing test casesworkflowEngineeringL2
test-gap-finder · Test improvement when you need to identify which code paths are untested and which tests are weak.
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Map and summarize codebase architectureworkflowEngineeringL2
codebase-survey · Onboarding or refactoring when you want a comprehensive structure survey without running code.
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Orchestrate multi-verb fleet operationsworkflowEngineeringL3
hangar · Portfolio management when you need a workspace organizing multiple concurrent initiatives with clear blockers.
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Map subsystem dependencies and planworkflowEngineeringL2
understand · Deep dives when you need a thorough mental model of a complex system from an agent.
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Verify findings through adversarial refutationworkflowEngineeringL2
adversarial-verify · Decision-making when you want an agent to systematically argue against a claim before committing.
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Review repository with routing controlsworkflowEngineeringL2
routed_repo_review · Conducting structured code/design reviews with multiple perspectives in parallel.
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Audit test files against rulesworkflowEngineeringL2
finalize-testing-rules-audit · Conducting structured code/design reviews with multiple perspectives in parallel.
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Adjudicate design and conduct disputesworkflowEngineeringL3
vjs-first-instance · Orchestrating multi-agent workflows with bounded costs and structured outputs.
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Run mutation testing auditworkflowEngineeringL3
maw-audit · Conducting structured code/design reviews with multiple perspectives in parallel.
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Extract and index forge conventionsworkflowEngineeringL2
forge-conventions-extract · Extracting and indexing knowledge from distributed sources.
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Execute goal with review and fix loopsworkflowEngineeringL3
goal · Executing goals with checkpoint commits, review loops, and deep judging until complete.
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Verify worktree-isolated work partitionsworkflowEngineeringL3
parallel-verify · Running isolated writers in parallel then integrating and verifying once.
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Implement and review crypto coreworkflowEngineeringL3
env-ctl-phase1-vaultcore · Orchestrating multi-agent workflows with bounded costs and structured outputs.
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Review domain design with architect councilworkflowEngineeringL3
ddd-council-review · Conducting structured code/design reviews with multiple perspectives in parallel.
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Migrate codebase to TypeScriptworkflowEngineeringL3
typescript-migration · Coordinating large-scale code migrations with staged validation.
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Design architecture with multi-perspective consensusworkflowEngineeringProductL3
kiln-architecture · Applying DDD council review patterns with cross-examination and devil's advocacy.
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Run smoke test validationworkflowEngineeringL2
submit_smoke · Orchestrating multi-agent workflows with bounded costs and structured outputs.
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Monitor deployment health automaticallyworkflowEngineeringOpsL2
canary · Post-deployment health monitoring with parallel metric collection and automated judging.
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