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Web Scraping and Data Extraction
Data & AI
Extracts structured data from websites using browser automation, handling dynamic content, pagination, and anti-bot measures. Activates when users ask to scrape, crawl, or extract data from URLs. Useful when data is not available via APIs or simple HTTP requests.
Data Engineer
Data & AI
Specialist in scalable data pipelines, modern data warehouses, and streaming architectures. Proficient in Apache Spark, dbt, Airflow, and cloud-native platforms.
Verify gochickpeas engine/gql changes
Testing
End-to-end parity gate against real LDBC data plus a public-API sample drive for gochickpeas engine/gql changes.
Prompt to Executable Tasks Transformer
Productivity
Converts any free-form prompt into a structured executable prompt with tasks (TaskCreate/TaskUpdate/TaskList), phases, and validation criteria. Helps break down vague requests into concrete, AI-executable steps.
GOAT PostgreSQL Database Queries
Data & AI
Use when inspecting, debugging, or understanding the GOAT PostgreSQL database: querying projects, layers, users, orgs, teams, roles, scenarios, jobs.
Codebase Auditor (L2 Coordinator)
Development
Coordinates 9 specialized audit workers (security, build, architecture, code quality, dependencies, dead code, observability, concurrency, lifecycle) to analyze codebase quality. Helps generate a comprehensive, consolidated report by delegating parallel audits and aggregating results into a single document.
Pytest Mocking Strategy
Testing
Master mocking strategy for pytest: autospec vs manual mocks, AsyncMock patterns, mock builders, and what should never be mocked. Includes type-safe patterns and decision matrix.
Playwright Web Navigator
Data & AI
Navigate dynamic JavaScript-heavy sites, take screenshots, and extract content using a headless browser. Use when standard requests fail.
Investor Materials
Content
Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents.
POS Skill
Development
Generic skill for point-of-sale (POS) systems.
Launch Claude Code Wrapped
Productivity
Launch an interactive Spotify Wrapped-style slideshow of your Claude Code usage stats.
Closing Deals - Sales Framework
Business & Administration
Close sales deals consistently as a solopreneur. Proven frameworks for objection handling, negotiation tactics, and follow-up sequences.