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
untested★17,464→untested★1,522→untested★7→untested★17,464→untested★0→untested★1,522→untested★0→untested★0→untested★17,464→untested★0→untested★0→untested★2→untested★17,464→untested★2,734→untested★0→untested★17,464→untested★167→untested★0→untested★17,464→untested★167→untested★0→untested★0→untested★167→untested★0→untested★0→untested★0→untested★0→untested★0→untested★17,464→untested★0→untested★17,464→untested★0→untested★0→untested★17,464→untested★0→untested★6,129→untested★0→untested★0→untested★0→untested★17,464→untested★0→untested★53→untested★0→untested★17,464→untested★0→untested★17,464→untested★9→untested★0→untested★17,464→untested★143→
Promote patterns to permanent rulesskillEngineeringL1
promote · Converting one-off learnings into permanent project conventions that persist across sessions.
Execute commands on remote machinesskillEngineeringOpsL2
remote-mcp · Headless automation on remote Windows/Linux machines where Playwright is not available or UI automation is needed.
Sync design studio with schemasskillEngineeringProductL2
sync-studio · Ensuring design-system components generate from schemas without hardcoded fallbacks that would drift from source of truth.
Improve AI prompts for marketing campaignsskillMarketingSalesL1
prompt-engineer-toolkit · Validating prompt changes before production deploy when output schema and safety constraints are measurable.
Push real-time updates to browser tabskillEngineeringL2
easel · Multi-modal agent output where terminal wall-of-text would hide visual content (mockups, diffs, comparisons).
Report and track infrastructure issuesskillEngineeringOpsL2
terminator-issue-reporter · Lowering friction for bug reports by auto-collecting logs and categorizing issue patterns with immediate workarounds.
Design mobile app screens and flowsskillProductEngineeringL2
sleek-design-mobile-apps · Rapid mobile design iteration without Figma or design tool expertise, integrated into agent workflows.
Coordinate agent teams via ClaudeskillEngineeringL2
claude-skills · Reference claude-skills documentation for use cases.
Monitor trending topics across platformsskillMarketingSalesL2
pulse · Reference pulse documentation for use cases.
Generate images, video, music, and soundskillMarketingProductL2
mcp · Reference mcp documentation for use cases.
Score warm intro connections with network graphsskillSalesOpsL2
social-graph-ranker · Finding most relevant contacts/collaborators in large social networks without exhaustive search.
Stage changes and generate commit messagesskillEngineeringL1
commit · Automating commit creation in agent workflows where manual git commands would break the conversation flow.
Conduct ISO 13485 internal auditsskillOpsL2
qms-audit-expert · Manufacturing/regulated teams needing routine compliance audits without external auditor costs.
Apply SQLiteCpp coding standardsskillEngineeringL1
sqlitecpp-coding-standards · Teams maintaining critical C++ SQLite wrappers where memory safety and API stability matter
Adapt content across social platformsskillMarketingL1
social-media-core · Content teams distributing ideas across X, LinkedIn, Threads, Bluesky where each network has different native shapes
Manage QMS document control workflowsskillOpsL2
quality-documentation-manager · Medical device manufacturers and regulated labs needing 21 CFR Part 11 compliance and change control
Install mcp-rubber-duck serverskillEngineeringL2
setup-mcp-server · Setting up cross-tool MCP integrations without manual JSON editing, especially for multiple providers
List and manage calendarsskillProductivityL1
list-calendars-skill · Fetching calendar list before creating or listing events
Lead quality management reviewsskillOpsL2
quality-manager-qmr · Holding senior leadership accountable for quality system effectiveness and regulatory oversight
Review MCP tool implementationsskillEngineeringL1
tool-review · MCP server maintainers checking tool implementations before merging
Publish posts across 13 platformsskillMarketingL2
social-publisher · Multi-platform campaign scheduling where draft approval and cross-posting must happen safely
Manage wallets on Sui blockchainskillEngineeringL2
mcp · AI agents that need to interact with Sui wallets and execute on-chain transactions directly
Update LLM pricing dataskillDataL1
update-pricing · One-time pricing updates where approval gate and change tracking matter
Scaffold AI agent skills quicklyskillEngineeringL1
build-skill · Bootstrapping custom skills faster than writing from scratch
Execute Claude Code pipeline stepsskillEngineeringL1
claude-code · Automating Claude Code workflows from shell or orchestration scripts
Optimize Apache Spark jobsskillDataEngineeringL2
spark-optimization · Data engineers squeezing performance from Spark jobs without rewriting logic
Run tests and verify changesskillEngineeringL1
verify · Confirming a fix actually works before committing or pushing
Design Spring Boot REST APIsskillEngineeringL1
springboot-patterns · Java developers avoiding anti-patterns in Spring Boot microservices
Plan authorized red team engagementsskillOpsL2
red-team · Security review before production launch or after major refactoring
Secure Spring Boot applicationsskillEngineeringL2
springboot-security · Securing REST APIs with JWT, OAuth2, or session auth; input validation; CORS/CSRF protection.
Design and launch referral programsskillSalesMarketingL2
referral-program · B2C/B2B SaaS optimizing for viral growth via existing customer networks.
Build games with 1Game packagesskillEngineeringL2
skill · Game developers using 1Game framework for rapid game prototyping.
Test Spring Boot with TDDskillEngineeringL1
springboot-tdd · Spring Boot teams enforcing TDD and coverage gates before merge.
Step back and reassess directionskillProductivityL1
reflect · Conversations drifting into implementation without strategic clarity or user stuck-ness.
Install skills across agent clientsskillEngineeringL2
skills-installer · Multi-client environments (Cursor, Claude Code, Cline) needing skill sync.
Control persistent shells and file systemsskillEngineeringL2
desktop-commander-overview · Cross-turn stateful workflows: dev servers, builds, spreadsheet/doc edits, SSH operations.
Verify Spring Boot deploymentsskillEngineeringL2
springboot-verification · Pre-PR and pre-deploy gates ensuring code quality and reproducibility.
Check code quality with ESLintskillEngineeringL1
lint · JavaScript/TypeScript projects enforcing consistent lint rules in CI.
Generate premium design system specsskillProductL2
stitch-design-taste · Design-led teams using Google Stitch to enforce anti-generic UI standards.
Save knowledge to auto-memoryskillProductivityL1
remember · Long sessions where a critical finding must survive beyond auto-capture retention.
Route coding decisions to cloudskillEngineeringL2
mcp-plugin · Distributed agent workflows needing cloud-backed decision tracking and telemetry.
Publish MCP metadata to registryskillEngineeringL2
publish-mcp · Maintaining published MCP servers with regular version releases.
Reference Supabase security checklistskillEngineeringL1
supabase-core · Backend teams using Supabase as their PostgreSQL + auth + real-time platform.
Generate test result summaryskillEngineeringL1
report · CI/CD workflows and manual testing needing clear pass/fail documentation.
Create skills with OpenCode pluginskillEngineeringL2
opencode-skill-creator · OpenCode users building domain-specific skills without manual SKILL.md authoring.
Route research to specialist skillsskillL2
research · Routing research queries by domain beats running generic fallback searches.
Manage interactive PTY sessionsskillEngineeringL2
pty-mcp · Stateful PTY sessions with persistent context beat running isolated shell commands.
Route Supabase tasks to specialistsskillEngineeringL2
supabase-orchestrator · Routing tasks to specialist skills beats writing monolithic documentation.
Budget R&D programs and burn rateskillFinanceL2
research-finance · Routing research queries by domain beats running generic fallback searches.
Control email, SMS, Telegram, and callsskillOpsSalesL2
agenticmail · Multi-agent coordination via email beats manual task handoff.