The library

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

works · untested / no effect · hurts — every rank is measured against a no-skill baseline
untested
Write marketing copy for pagesskillMarketingL1
copywriting · When using copywriting
untested
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
untested
Convert Mermaid diagrams to GIFsskillMarketingProductL2
mermaid-to-gif · When using mermaid-to-gif
untested
Analyze test coverage gapsskillEngineeringL1
coverage · When using coverage
untested
Build document extraction workflowsskillEngineeringDataL2
skill · When using skill
untested
Develop Edict compiler featuresskillEngineeringL3
edict-compiler-dev · When using edict-compiler-dev
untested
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
untested
Build semantic memory for agentsskillEngineeringL3
mesh-memory · Multi-session agents that need keyword-free semantic recall without cloud API calls or embedding costs.
untested
Set product vision and strategyskillProductL1
cpo-advisor · CPO role setting product vision when portfolio decisions and PMF measurement determine what actually ships.
untested
Write Edict JSON AST programsskillEngineeringL2
edict-program-writer · Writing formally-verified code when runtime failures are unacceptable and manual proofs are prohibitive.
untested
Manage live messaging workflowsskillOpsSalesL1
messages-ops · Live message retrieval when you need exact thread context before drafting a follow-up or recovering a code.
untested
Interrogate product roadmap JTBD alignmentskillProductL1
cpo-review · Pressure-testing roadmap decisions before quarterly commitment when you need structured kill criteria.
untested
Audit content quality with GitHub ActionsskillMarketingL2
ssw-contenthawk · Continuous content governance when docs are scattered across repos and need automated audit + fix workflow.
untested
Test Edict compiler pipelines with vitestskillEngineeringL2
edict-testing · Testing compiler features when you need coverage across validation, resolution, type checking, and WASM codegen.
untested
Generate urgency-driven campaign ad copyskillMarketingL1
live-campaign-ads · Crowdfunding campaigns when you need performance-focused variants across multiple urgency and social-proof angles.
untested
Design B2B SaaS revenue engine strategyskillSalesFinanceL1
cro-advisor · CRO role when designing revenue engines and forecasting board scenarios across ARR growth and NRR stability.
untested
Build and optimize AI skills with evalsskillEngineeringL2
skill-creator · Building new skills when you need structured eval loops before production deployment.
untested
Deploy simple Rust greeting applicationskillEngineeringL1
enact/hello-rust · Quick Rust project bootstrap when you need opinionated boilerplate from the Enact ecosystem.
untested
Upgrade Tauri apps to v2 stableskillEngineeringL2
migrating-tauri-apps · Updating Tauri apps when desktop build integration and native module compatibility are concerns.
untested
Audit revenue pipeline and win metricsskillSalesFinanceL1
cro-review · Before quarterly board reporting when you need structured interrogation of revenue strategy assumptions.
untested
Visualize skill dependency graphsskillEngineeringL2
toolsview · Understanding tool ecosystem complexity when manual inspection is infeasible.
untested
Build API documentation with MintlifyskillEngineeringProductL2
mintlify · Publishing API docs when you need searchable, versioned docs with auto-generated SDKs.
untested
Cross-model review strategy memosskillL2
cross-eval · Choosing between prompt strategies when objective metrics matter more than intuition.
untested
Analyze code with OpenAI Codex reasoningskillEngineeringL2
codex · Finding idiomatic patterns when learning a new codebase or enforcing consistency.
untested
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.
untested
Install NEAT MCP server into ClaudeskillEngineeringL3
claude-skill · Pre-merge validation when you need systematic bug detection and optimization suggestions.
untested
Consult multi-LLM AI council opinionsskillL2
council · Upgrading React Native when native bridge stability and module compatibility are critical.
untested
Apply callback-context pattern in CskillEngineeringL1
patterns/callback-context · When idiomatic implementation patterns in a specific language or framework are needed
untested
Plan sprints and write INVEST user storiesskillProductL1
cs-agile-product-owner · When domain-specific functionality cannot be achieved with generic alternatives
untested
Generate AI video remixes with RemotionskillMarketingL3
claude-skill-ai-video-remix · When domain-specific functionality cannot be achieved with generic alternatives
untested
Run adversarial critique across AI agentsskillL2
critique · When domain-specific functionality cannot be achieved with generic alternatives
untested
Design Flutter state-management architectureskillEngineeringL1
mobile-flutter-core · When establishing shared contracts and decision matrices for a cluster of specialists
untested
Design backend systems using forcing questionsskillEngineeringL1
cs-backend-engineer · When domain-specific functionality cannot be achieved with generic alternatives
untested
Embed Claude skills into CLI toolsskillEngineeringL2
cli-with-claude-skill · When domain-specific functionality cannot be achieved with generic alternatives
untested
Analyze large codebases with Google GeminiskillEngineeringL2
gemini · When domain-specific functionality cannot be achieved with generic alternatives
untested
Route Flutter mobile tasks to specialistsskillEngineeringL2
mobile-flutter-orchestrator · When task spans multiple specialist domains and requires orchestrated coordination
untested
Review backend architecture decisionsskillEngineeringL2
cs-backend-review · When code review requires domain-specific architectural rules or forcing questions
untested
Setup Angular internationalizationskillEngineeringL2
intlayer-angular · When domain-specific functionality cannot be achieved with generic alternatives
untested
Build iOS interfaces with SwiftUIskillEngineeringL2
mobile-ios-design · When domain-specific functionality cannot be achieved with generic alternatives
untested
Get strategic leadership guidanceskillOpsL1
cs-ceo-advisor · When domain-specific functionality cannot be achieved with generic alternatives
untested
Debug complex workflow issuesskillEngineeringL2
debug-workflow · When domain-specific functionality cannot be achieved with generic alternatives
untested
Design mobile gestures and hapticsskillEngineeringL1
mobile-touch · When domain-specific functionality cannot be achieved with generic alternatives
untested
Create on-brand content at scaleskillMarketingL1
cs-content-creator · When domain-specific functionality cannot be achieved with generic alternatives
untested
Explore agent skills ecosystemskillL1
skills · When domain-specific functionality cannot be achieved with generic alternatives
untested
Manage translations via CLIskillEngineeringL2
intlayer-cli · When domain-specific functionality cannot be achieved with generic alternatives
untested
Get CTO technical strategy adviceskillEngineeringL1
cs-cto-advisor · When domain-specific functionality cannot be achieved with generic alternatives
untested
Recommend team compositionskillOpsL1
suggest-members · When domain-specific functionality cannot be achieved with generic alternatives
untested
Build advanced React animationsskillEngineeringL2
motion-advanced · React/Next.js apps requiring physics-based animations with accessibility support
untested
Optimize lead generation campaignsskillSalesMarketingL1
cs-demand-gen-specialist · Growth teams optimizing acquisition funnels and cross-channel campaign ROI
untested
Setup motion design foundationskillEngineeringL2
motion-foundations · React/Next.js apps requiring physics-based animations with accessibility support
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