Skills Catalog
Each skill is a SKILL.md file that gives your AI agent deep domain expertise. Drop it into .claude/skills/ and any agent can use it when the task demands it.
8-phase research pipeline: Scope, Plan, Retrieve, Triangulate, Synthesize, Critique, Refine, Package. Multi-source synthesis with citation tracking, source credibility scoring, and verification.
Decision Tree:
Simple lookup? -> STOP: Use WebSearch
Debugging? -> STOP: Use standard tools
Complex analysis needed? -> CONTINUE
Execution Loop (per phase):
Load phase instructions
Execute phase tasks
Spawn parallel agents if applicable
Update progressAnalyze competitors, monitor market movements, benchmark features and pricing, identify market gaps, and understand competitive positioning. Systematic intelligence gathering.
Deep analysis of articles, papers, and long-form content using SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, and six thinking hats.
Web scraping with anti-bot bypass, content extraction, undocumented API discovery, and poison pill detection. Covers requests, trafilatura, Playwright stealth, yt-dlp, and instaloader.
Comprehensive analysis of GitHub projects: architecture, community health, competitive landscape, and cross-platform knowledge sources.
Navigate URLs like directories, query pages with Unix-like commands. A filesystem metaphor for the web.
Expert product strategy covering market analysis, competitive positioning, go-to-market planning, and product-led growth. From idea to launch to scale.
Calculate Total Addressable Market, Serviceable Addressable Market, and Serviceable Obtainable Market. Data-driven market sizing for pitch decks and strategic planning.
Launch small, focused SaaS products fast. Idea validation, MVP development, pricing, launch strategies, and growing to sustainable revenue. Ship in weeks, not months.
Choose and evaluate startup revenue models, pricing metrics, packaging design, and unit economics including usage-based and AI pricing with variable COGS constraints.
Pricing decisions, packaging, and monetization strategy. Van Westendorp, Gabor-Granger, willingness-to-pay analysis, freemium vs free trial decisions.
Evaluate business model viability. CAC/LTV ratio, contribution margin, customer profitability, break-even analysis. Determine if a business can be profitable at scale.
Financial projections, revenue forecasting, burn rate calculation, runway estimation, and cash flow modeling for startups.
Imagine a plan has already failed, then work backward to identify causes and preventions. Use before launches, major decisions, or risky initiatives to surface hidden risks.
Evaluate research methodology, experimental design, statistical validity, biases, confounding, and evidence quality using GRADE and Cochrane ROB frameworks.
Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Structured templates with extended thinking support.
OWASP Top 10 vulnerability checks, SQL injection, XSS, CSRF, authentication flow review, secrets detection, and dependency vulnerability scanning for Python and React.
Code security review, dependency CVE auditing, configuration and secret security, authentication and authorization pattern assessment.
Deploy to Cloudflare Workers, R2, D1, Docker, GCP Cloud Run, GKE, Kubernetes with kubectl and Helm. CI/CD, GitOps, and security audit coverage.
Production-tested patterns for Tailwind CSS v4 with shadcn/ui, Vite, and React. Dark mode, CSS variable architecture, component composition, common v4 gotchas.
IxDF's 7 factors, 5 usability characteristics, and 5 interaction dimensions. Holistic evaluation with redesign proposals based on user-centered design principles.
Create detailed user personas based on research and data. Realistic representations of target users to guide product decisions and ensure user-centered design.
Synthesize user research into structured insights. Analyze interview notes, survey responses, support tickets, and behavioral data to identify themes and prioritize opportunities.
Keyword research, content clusters, pillar pages, on-page SEO, technical SEO, link building, content refresh, programmatic SEO, and SERP feature optimization.
Email sequences, drip campaigns, onboarding flows, welcome sequences, re-engagement emails, and lifecycle email automation.
Plan what content to create, decide topics, build content calendars. Topic clusters, editorial strategy, and content distribution planning.
Engage Reddit, Indie Hackers, Hacker News and other communities for Product Hunt launches. Cross-platform engagement without appearing spammy.
Leverage user communities to drive acquisition, retention, and expansion. Developer communities, ambassador programs, and measuring community ROI.
7-14 email sequences with A/B test subject lines, follow-up timing, and integrated social proof. Multi-touch campaigns optimized for response rates.
Audit technical SEO, diagnose ranking issues, review meta tags, check on-page SEO health, and identify optimization opportunities.
Comprehensive QA for React, Next.js, and Node.js. Test suite generation, coverage analysis, E2E testing setup, and quality metrics. Test strategy to test execution.
Team composition rules for multi-agent workflows. Defines how agents collaborate, hand off work, and resolve disagreements.
Discover and install new agent skills. Search for capabilities, evaluate fit, and extend your agent's repertoire.
Guide for creating effective custom skills. Structure, best practices, and templates for extending your AI agent with new specialized capabilities.
Navigate pages, fill forms, click buttons, take screenshots, extract data, and automate browser tasks programmatically.
Complete skill definitions, ready to drop into your project. Any agent can use any skill when the task demands it.
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