The library

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

untested
Execute sprint with dependency wavesworkflowOpsL4
wfl:run-sprint · Workflow pattern automation: wfl:run-sprint.
untested
Run parallel requirement review pipelineworkflowEngineeringL4
adlc-sprint · Processing batches of items through concurrent, scoped review stages with per-item result collection.
untested
Multi-layer codebase reviewworkflowEngineeringL3
forge-review · Workflow pattern automation: forge-review.
untested
Appeal binding precedent rulingsworkflowL2
vjs-court-of-appeal · Workflow pattern automation: vjs-court-of-appeal.
untested
Review code changes with consensus debateworkflowEngineeringL2
codex-debate · When code review requires adversarial consensus between multiple reviewers.
untested
Stress-test ideas with adversarial evidenceworkflowProductOpsL3
idea-stresstest · Validating ideas through adversarial challenge and evidence verification.
untested
Repair markup codes in descriptionsworkflowEngineeringOpsL2
markup-repair · Fixing text markup without changing wording or structure.
untested
Curate subjects for image generationworkflowMarketingProductL2
hiraia-curate-images · Filtering subject clusters into drawable, single-subject image concepts.
untested
Generate multilingual retrieval benchmarksworkflowEngineeringProductL2
hiraia-gen-eval-queries · Generating labeled benchmark queries for retrieval system evaluation.
untested
Playtest game dynamics with AI agentsworkflowProductL3
cutthroat-playtest · Testing complex multi-player game dynamics with autonomous agent seats.
untested
Audit and deprecate legacy SDK referencesworkflowEngineeringOpsL3
legacy-sdk-deprecation-sweep · Rolling out breaking changes safely across multiple releases with parallel worktrees.
untested
Hunt bugs until stabilizedworkflowEngineeringL2
loop-until-dry · Iterative bug hunting until convergence on a stable result set.
untested
Find and fill content gapsworkflowProductMarketingL2
completeness-critic · Identifying gaps in initial coverage then filling them iteratively.
untested
Roll out schema changes safelyworkflowEngineeringOpsL3
yasad-schema-evolution · Phasing schema migrations with zero-downtime guarantees across releases.
untested
Build driver catalogs by industryworkflowOpsDataL3
driver-menu-build · Building curated driver catalogs from event sources with blind naming.
untested
Tournament code with competitive scoringworkflowEngineeringL3
fierce-compete · Simulating competitive dynamics with autonomous agent players.
untested
Convert issues to pull requests autonomouslyworkflowEngineeringOpsL3
pm-issue-to-pr · Converting issues to PRs with automated changes and validation.
untested
Test all pages and fix breakageworkflowEngineeringProductL3
dashclaw-find-and-fix · Locating and fixing bugs through systematic analysis and repair.
untested
Prepare TypeScript SDK releasesworkflowEngineeringL2
ts-sdk-publish · Publishing SDK releases with validation and multi-stage deployment.
untested
Gate and commit ML architecture pathsworkflowEngineeringL4
finish-realize-bulk · Executing bulk operations with completion validation.
untested
Audit and clean project issuesworkflowOpsEngineeringL3
pm-audit · Comprehensive review of codebase/content with structured audit findings.
untested
Validate findings with structured rubricsworkflowL2
verify-findings-rubric · Multi-agent orchestration for verify findings rubric workflows.
untested
Audit and improve documentation roundsworkflowOpsEngineeringL3
magpie-doc-audit-round · Comprehensive review of codebase/content with structured audit findings.
untested
Synthesize consensus from expert panelsworkflowOpsProductL3
consensus-decision · Reaching agreement among multiple autonomous agents on decisions.
untested
Verify financial figures adversariallyworkflowFinanceL2
verifica-report · Auditing financial notes against transactional DB when you need claim-by-claim verification with source traceability.
untested
Analyze with adversarial score verificationworkflowDataL3
wf-analyze · Go/no-go decisions on architecture changes when you want scored evidence from multiple dimensions plus adversarial challenge built in.
untested
Research topics across multiple sourcesworkflowOpsDataL3
research · Synthesizing evidence on academic/technical topics when you need multi-modality (text+code+data) sweep plus two-stage extraction-enrichment pipeline.
untested
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.
untested
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.
untested
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.
untested
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.
untested
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.
untested
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.
untested
Generate autonomous architecture plansworkflowEngineeringL2
lets-plan-workflow · Multi-phase orchestration when phases need to be planned sequentially with approval checkpoints.
untested
Batch design and architect clustersworkflowEngineeringL2
evolve-batch · Iterative batch refinement when you need multiple feedback cycles with controlled evolution.
untested
Centralize database connection poolsworkflowEngineeringL3
hardening-pool-centralization · Hardening systems when you need to consolidate fragmented resource pools into a single managed center.
untested
Execute reviewed database migrationsworkflowEngineeringL3
yasad-data-migration-wave · Large data migrations when you need staged waves with automatic rollback gates and data validation.
untested
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.
untested
Audit tool migration UX and gapsworkflowEngineeringL2
agi-cli-migration-ux · CLI migrations when you need designed UX with clear deprecation paths and fallback.
untested
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.
untested
Map and summarize codebase architectureworkflowEngineeringL2
codebase-survey · Onboarding or refactoring when you want a comprehensive structure survey without running code.
untested
Orchestrate multi-verb fleet operationsworkflowEngineeringL3
hangar · Portfolio management when you need a workspace organizing multiple concurrent initiatives with clear blockers.
untested
Map subsystem dependencies and planworkflowEngineeringL2
understand · Deep dives when you need a thorough mental model of a complex system from an agent.
untested
Verify findings through adversarial refutationworkflowEngineeringL2
adversarial-verify · Decision-making when you want an agent to systematically argue against a claim before committing.
untested
Review repository with routing controlsworkflowEngineeringL2
routed_repo_review · Conducting structured code/design reviews with multiple perspectives in parallel.
untested
Audit test files against rulesworkflowEngineeringL2
finalize-testing-rules-audit · Conducting structured code/design reviews with multiple perspectives in parallel.
untested
Adjudicate design and conduct disputesworkflowEngineeringL3
vjs-first-instance · Orchestrating multi-agent workflows with bounded costs and structured outputs.
untested
Run mutation testing auditworkflowEngineeringL3
maw-audit · Conducting structured code/design reviews with multiple perspectives in parallel.
untested
Extract and index forge conventionsworkflowEngineeringL2
forge-conventions-extract · Extracting and indexing knowledge from distributed sources.
untested
Execute goal with review and fix loopsworkflowEngineeringL3
goal · Executing goals with checkpoint commits, review loops, and deep judging until complete.
page 127 / 162