The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
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Drive workflow phase to convergenceworkflowEngineeringL3
ldw-phase-runner · Workflow ldw phase runner with multi-agent verification.
Trace dynamic workflow executionworkflowEngineeringL2
trace-dynamic-workflow · Workflow trace dynamic workflow with multi-agent verification.
Conduct blameless incident postmortemworkflowOpsL2
incident-postmortem · After any production incident or near-miss. Output is a blameless postmortem ready for team review and action-item tracking.
Audit feature gaps versus roadmapworkflowProductL3
feature-gap-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.
Sweep GUI surfaces for jank and issuesworkflowProductL2
gui-audit · Triage workflows where items need independent lens-based analysis before synthesis.
Panel judge architecture decisionsworkflowEngineeringL3
mishkan-architecture-panel · Design decisions where reasoning needs three competing priors evaluated in parallel.
Stress test and refine planworkflowEngineeringL2
argus-refine-plan · Topologically sorted task execution across human-in-the-loop and agentic work layers.
Fix performance issues in parallelworkflowEngineeringL3
fix-perf-issues · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Draft and review implementation planworkflowEngineeringL2
codequality-gates-sliceA-plan · Multi-dimensional acceptance criteria requiring independent per-AC verification.
Implement remaining PRD slicesworkflowProductL3
ship-prd · Topologically sorted task execution across human-in-the-loop and agentic work layers.
Review rule adherence with skepticsworkflowEngineeringL2
gate-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.
Synthesize multi-source research with verificationworkflowOpsDataL3
research · Exploratory research with parallel hypothesis agents and cross-check synthesis.
Audit plugins against repo conventionsworkflowEngineeringL3
audit-plugins · Triage workflows where items need independent lens-based analysis before synthesis.
Rank tech debt by criticality and impactworkflowEngineeringL3
tech-debt-triage · Triage workflows where items need independent lens-based analysis before synthesis.
Implement and verify pending milestonesworkflowProductEngineeringL3
argus-implement · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Multi-agent QA gate for merge decisionsworkflowEngineeringL3
qa · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Grade adversarial test corpus with consensusworkflowEngineeringDataL3
ix-adversarial-llm-panel · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Build stealth LinkedIn scraperworkflowEngineeringSalesL3
build-linkedin-scraper · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Conduct multi-agent security reviewworkflowEngineeringL3
security-review · Multi-dimensional acceptance criteria requiring independent per-AC verification.
Improve game dictionaries with dual-judge validationworkflowProductEngineeringL3
dictionary-improvement · Complex workflows requiring parallel agents, synthesized judgment, or multi-phase triage.
Measure software performance comprehensivelyworkflowEngineeringDataL3
measure-performance · Perf fixes where file groups are disjoint and can edit in parallel without race conditions.
Lint blog posts for voice consistencyworkflowMarketingL3
voice-lint · Voice consistency verification across large artifacts where single-context review misses style drift.
Audit active and parked epicsworkflowProductEngineeringL3
epic-audit · Triage workflows where items need independent lens-based analysis before synthesis.
Fix code-review findings with iterationworkflowEngineeringL3
fix-findings · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Sequential product spec review workflowworkflowProductL3
autoplan · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Analyze speech synthesis gaps per languageworkflowEngineeringDataL3
espeak-audit-all-langs · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Fix bridge module with adversarial verificationworkflowEngineeringL3
bridge-triple-insurance-fix · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Translate and iteratively refine contentworkflowMarketingOpsL3
translation-qa · Iterative quality improvement where an analyzer-editor loop converges until no issues are found twice in a row.
Build release from plan with verificationworkflowEngineeringProductL3
release-builder · Decomposing complex release plans into parallel, worktree-isolated producer agents that verify outputs against exit criteria.
Build and review capability packs from researchworkflowProductOpsL3
agent-pack-factory-build · Building agent-adjacent capability packs where research findings are grounded into tested, reusable prompts.
Audit app security and remediate findingsworkflowEngineeringL3
path-warden-security · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Compare TTS voice quality with human audioworkflowEngineeringDataL3
espeak-audit-tts-vs-human · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Find and rank type system escapesworkflowEngineeringL3
type-escape-sweep · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Re-verify architecture audit decisionsworkflowEngineeringProductL3
architecture-audit-escalation · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Independent artifact review with fresh gateworkflowEngineeringL3
review-gates · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Adversarially verify code review findingsworkflowEngineeringL3
backpressured-review · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
Generate and stress-test build optionsworkflowProductL3
build-options-judge-panel · Decomposing complex release plans into parallel, worktree-isolated producer agents that verify outputs against exit criteria.
Debug root causes with systematic analysisworkflowEngineeringL3
investigate · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Verify compiler optimization edge casesworkflowEngineeringL3
nvptx-verify-miscompiles · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Route requests to specialist agentsworkflowOpsL2
routing · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Fix bugs with test-driven regression gatesworkflowEngineeringL3
bugfix · Orchestrating multi-phase agent workflows with structured handoff and consensus-driven decision gates.
Conduct systematic project inspectionworkflowOpsL2
inspect_project · Orchestrate multi-agent inspect_project across parallel branches and synthesis.
Research topics with citation verificationworkflowDataL3
investigate · Orchestrate multi-agent investigate across parallel branches and synthesis.
Merge and audit multi-shard code modulesworkflowEngineeringL3
20-merge · Orchestrate multi-agent 20 merge across parallel branches and synthesis.
Run game engine QA across platformsworkflowEngineeringL3
game-qa · Orchestrate multi-agent game qa across parallel branches and synthesis.
Score technical approaches with judgesworkflowProductL2
judge-panel · Orchestrate multi-agent judge panel across parallel branches and synthesis.
Validate quantization determinism gatesworkflowEngineeringL3
build-q8-llama3-gates · Orchestrate multi-agent build q8 llama3 gates across parallel branches and synthesis.
Parallel code and security review before mergeworkflowEngineeringL3
pre-merge-review · Orchestrate multi-agent pre merge review across parallel branches and synthesis.
General workflow utilityworkflowL2
short_snake_case · Orchestrate multi-agent short_snake_case across parallel branches and synthesis.
Audit plugin contract complianceworkflowEngineeringL3
plugin-contract-audit · Orchestrate multi-agent plugin contract audit across parallel branches and synthesis.