cyberneticlibrary

The library

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

WORKS 44
Generate jurisdiction-aware contractsskillLegalOpsL1
contract-and-proposal-writer · Use when drafting a freelance contract, preparing a client proposal, writing an SOW for a new engagement, or producing an NDA before sharing sensitive material
WORKS 48
Address unresolved review commentsskillEngineeringL1
address-feedback · When using address-feedback
WORKS 48
Design operational processes and OKRsskillOpsL1
coo-advisor · Use when designing operations, setting up OKRs, building processes, scaling teams, analyzing bottlenecks, planning operational cadence, or when user mentions COO, operations, process improvement, OKRs, scaling, operational efficiency, or execution
WORKS 48
Simulate automated CI reviewskillEngineeringL1
pre-push-review · When using pre-push-review
WORKS 48
Scaffold complete React pagesskillEngineeringProductL2
react-page-scaffolder · Use when asked to create a new page, view, or route handler that combines components and layouts
WORKS 48
Design persistent agent memoryskillEngineeringProductL2
memory-systems · When using memory-systems
WORKS 48
Edit and refine marketing copyskillMarketingL1
copy-editing · When using copy-editing
WORKS 48
Generate Claude skill filesskillEngineeringL1
upskilled · When using upskilled
WORKS 48
Record and debug VCR test cassettesskillEngineeringL2
testing-skill · Use when running tests with --record-mode, verifying cassette playback, or inspecting request/response bodies in YAML cassettes
WORKS 48
Squash merge PRs with strict gatingskillEngineeringL2
merge-pr · When using merge-pr
WORKS 48
Write marketing copy for pagesskillMarketingL1
copywriting · When using copywriting
WORKS 48
Build agents with Pydantic AIskillEngineeringL2
building-pydantic-ai-agents · Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior
WORKS 48
Convert Mermaid diagrams to GIFsskillMarketingProductL2
mermaid-to-gif · When using mermaid-to-gif
WORKS 48
Analyze test coverage gapsskillEngineeringL1
coverage · When using coverage
WORKS 48
Build document extraction workflowsskillEngineeringDataL2
skill · When using skill
WORKS 48
Extract chapters from EPUB filesskillMarketingProductivityL1
epub-chapter-extractor · Use when the user wants to split an EPUB into individual chapter files, extract EPUB chapters, or convert an ebook to separate markdown documents
WORKS 48
Set product vision and strategyskillProductL1
cpo-advisor · CPO role setting product vision when portfolio decisions and PMF measurement determine what actually ships.
WORKS 48
Write Edict JSON AST programsskillEngineeringL2
edict-program-writer · Writing formally-verified code when runtime failures are unacceptable and manual proofs are prohibitive.
WORKS 48
Manage live messaging workflowsskillOpsSalesL1
messages-ops · Live message retrieval when you need exact thread context before drafting a follow-up or recovering a code.
WORKS 48
Interrogate product roadmap JTBD alignmentskillProductL1
cpo-review · Pressure-testing roadmap decisions before quarterly commitment when you need structured kill criteria.
WORKS 53
Audit content quality with GitHub ActionsskillMarketingL2
ssw-contenthawk · Continuous content governance when docs are scattered across repos and need automated audit + fix workflow.
WORKS 48
Test Edict compiler pipelines with vitestskillEngineeringL2
edict-testing · Testing compiler features when you need coverage across validation, resolution, type checking, and WASM codegen.
WORKS 56
Generate urgency-driven campaign ad copyskillMarketingL1
live-campaign-ads · Crowdfunding campaigns when you need performance-focused variants across multiple urgency and social-proof angles.
WORKS 48
Design B2B SaaS revenue engine strategyskillSalesFinanceL1
cro-advisor · CRO role when designing revenue engines and forecasting board scenarios across ARR growth and NRR stability.
WORKS 48
Build and optimize AI skills with evalsskillEngineeringL2
skill-creator · Building new skills when you need structured eval loops before production deployment.
WORKS 48
Deploy simple Rust greeting applicationskillEngineeringL1
enact/hello-rust · Quick Rust project bootstrap when you need opinionated boilerplate from the Enact ecosystem.
WORKS 48
Upgrade Tauri apps to v2 stableskillEngineeringL2
migrating-tauri-apps · Updating Tauri apps when desktop build integration and native module compatibility are concerns.
WORKS 48
Audit revenue pipeline and win metricsskillSalesFinanceL1
cro-review · Before quarterly board reporting when you need structured interrogation of revenue strategy assumptions.
WORKS 48
Visualize skill dependency graphsskillEngineeringL2
toolsview · Understanding tool ecosystem complexity when manual inspection is infeasible.
WORKS 48
Build API documentation with MintlifyskillEngineeringProductL2
mintlify · Publishing API docs when you need searchable, versioned docs with auto-generated SDKs.
WORKS 48
Cross-model review strategy memosskillL2
cross-eval · Choosing between prompt strategies when objective metrics matter more than intuition.
WORKS 48
Analyze code with OpenAI Codex reasoningskillEngineeringL2
codex · Finding idiomatic patterns when learning a new codebase or enforcing consistency.
WORKS 48
Optimize content for AI citation rankingskillMarketingL2
cs-aeo · Escaping Expo when you need deep native integration or platform-specific features not supported by Managed Workflow.
WORKS 48
Consult multi-LLM AI council opinionsskillL2
council · Upgrading React Native when native bridge stability and module compatibility are critical.
WORKS 48
Apply callback-context pattern in CskillEngineeringL1
patterns/callback-context · When idiomatic implementation patterns in a specific language or framework are needed
WORKS 48
Plan sprints and write INVEST user storiesskillProductL1
cs-agile-product-owner · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Run adversarial critique across AI agentsskillL2
critique · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Design Flutter state-management architectureskillEngineeringL1
mobile-flutter-core · When establishing shared contracts and decision matrices for a cluster of specialists
WORKS 48
Design backend systems using forcing questionsskillEngineeringL1
cs-backend-engineer · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Embed Claude skills into CLI toolsskillEngineeringL2
cli-with-claude-skill · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Analyze large codebases with Google GeminiskillEngineeringL2
gemini · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Route Flutter mobile tasks to specialistsskillEngineeringL2
mobile-flutter-orchestrator · When task spans multiple specialist domains and requires orchestrated coordination
WORKS 48
Review backend architecture decisionsskillEngineeringL2
cs-backend-review · When code review requires domain-specific architectural rules or forcing questions
WORKS 48
Setup Angular internationalizationskillEngineeringL2
intlayer-angular · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Build iOS interfaces with SwiftUIskillEngineeringL2
mobile-ios-design · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Get strategic leadership guidanceskillOpsL1
cs-ceo-advisor · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Debug complex workflow issuesskillEngineeringL2
debug-workflow · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Design mobile gestures and hapticsskillEngineeringL1
mobile-touch · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 51
Create on-brand content at scaleskillMarketingL1
cs-content-creator · When domain-specific functionality cannot be achieved with generic alternatives
WORKS 48
Explore agent skills ecosystemskillL1
skills · When domain-specific functionality cannot be achieved with generic alternatives
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