cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only10 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 55
Sweep for untested business logicworkflowEngineeringFinanceL3
coverage-sweep · Iterative multi-phase workflows with safeguards.
WORKS 59
Analyze stock investments in three phasesworkflowFinanceL3
stock-investment-analysis · Multi-dimensional research workflows with parallel specialist agents per dimension.
WORKS 58
Synthesize market news brief dailyworkflowFinanceOpsL2
market-news · daily market briefing synthesis from multiple news angles with citations
WORKS 48
Verify financial figures adversariallyworkflowFinanceL2
verifica-report · Auditing financial notes against transactional DB when you need claim-by-claim verification with source traceability.
WORKS 48
Analyze customer churn and retention strategyworkflowSalesFinanceL2
columbia-churn-2024-2026 · Orchestrating multi-agent workflows with bounded costs and structured outputs.
WORKS 48
Map grant field coverage gapsworkflowFinanceLegalL3
field-coverage · Use when workflow operations need field coverage.
WORKS 48
Port cost-cap enforcer integrationworkflowEngineeringFinanceL3
phase1-cost · Port transaction cost enforcement from Go/Postgres to TypeScript.
WORKS 48
Multi-agent equity analysis and tradingworkflowFinanceDataL3
tradingflow · Analyzing multi-leg trading workflows with execution validation
WORKS 48
Extract grant facets into controlled taxonomiesworkflowFinanceL2
layer2-facet · Exploratory grant faceting where open-ended vocabularies evolve (seed values provided but new entries created per grant).
WORKS 48
Process finance theme through critical review pipelineworkflowFinanceL2
fi-theme-pipeline · Off-the-battlefield historical narrative when locked house voice, fact-pack validation, and parallel critic review are mandatory.