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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Build Solana dApps end-to-endskillEngineeringL3
solana-dev · Deploying Solana programs when you need to iterate quickly on devnet
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.
Prepare FDA and CE mark submissionsskillOpsLegalL3
regulatory-affairs-head · MedTech companies navigating 510(k), De Novo, PMA, or CE marking pathways.
Run peer mesh between Claude sessionsskillEngineeringL3
claudemesh-cli · Teams running parallel Claude Code agents with real-time state sync and job orchestration.
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.
Automate release planning and deploymentsskillEngineeringL3
release-manager · Development teams needing structured release workflows and version management.
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.
Build full-stack apps with SupabaseskillEngineeringL3
supabase-developer · Full-stack developers using Supabase for rapid MVP and production deployments.
Route research to specialist skillsskillL2
research · Routing research queries by domain beats running generic fallback searches.
Turn specs into autonomous implementationskillEngineeringL3
cc-sdd · Spec-driven autonomous implementation with per-task review beats unstructured coding.
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.
Follow systematic debug investigationskillEngineeringL1
debug-investigator · Systematic hypothesis-driven debugging beats random code changes.
Plan and fund enterprise researchskillOpsL3
research-ops-skills · Routing research queries by domain beats running generic fallback searches.
Build with Supabase (Auth, Database, Functions)skillEngineeringL3
supabase · This supabase beats generic alternative approaches.
Summarize research papers and reportsskillProductMarketingL1
research-summarizer · Comparing multiple sources or extracting structured briefs beats manual reading.
Serve skill definitions to any MCP clientskillEngineeringL2
claude-commands-mcp · Serving skill definitions from git repos beats manual CLI installation.
Coordinate team decisions via emailskillOpsL2
coordinate · Orchestrated multi-agent workflows beat ad-hoc single-agent tasks.
Optimize marketing budget allocationskillMarketingL1
2393-prompts_with_skills_3b1a23c4 · Indexed keyword search beats browsing untagged prompt files.
Control Supacode from the terminalskillEngineeringL2
supacode-cli · Generated and tested migrations beat manual SQL writing.
Resume paused experimentsskillProductEngineeringL2
resume · Auto-built resume from work history beats manual editing.
Create agentic email coordinatorsskillOpsL2
create-agent · Automated agent scaffolding beats copy-paste template boilerplate.
Explore and iterate UI/UX designsskillProductEngineeringL2
superdesign · Systemic design generation beats one-off mockups.
Analyze sprint retrospectives for patternsskillOpsProductL1
retro · Transcript-driven retrospectives beat memory-based summaries.
Orchestrate full scrum project lifecycleskillOpsEngineeringL3
claude-scrum-skill · Automated scrum ceremonies and sprint tracking beats manual coordination.
Run BM25 keyword search on collectionsskillEngineeringDataL2
2506-keyword_search_c279eebe · Indexed keyword search beats browsing untagged prompt files.
Reference supply chain trade-offs and metricsskillOpsFinanceL1
supply-chain-core · When every supply-chain function must optimize the same objective without contradiction.
Analyze sales pipeline and revenue forecastingskillSalesFinanceL2
revenue-operations · SaaS revenue teams needing pipeline coverage, forecast bias, and GTM efficiency metrics in one view.
Access 50+ UI styles and design rulesskillProductEngineeringL1
vyre-skill · When a coding agent needs design taste and consistent color/spacing tokens to avoid raw hex and generic UI.