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Diagnose and improve CLAUDE.md files and .claude/rules/ for Claude Code projects. Use when asked to: audit CLAUDE.md, check project instructions, improve Claude Code setup, diagnose rules, fix CLAUDE.md issues, optimize project memory, or when phrase...
Diagnose and fix SQL queries that produce errors, incorrect results, or unexpected behavior.
Address review/issue comments on the open GitHub PR for the current branch. Fetches all comments and review threads, summarizes what needs attention, and helps apply fixes. Use when responding to PR feedback, resolving review comments, or when user m...
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or "performance audit".
Implements Sitecore Search in Next.js with facets, URL synchronization, and SearchUrlManager singleton. Detects anti-patterns like using facetValue.text instead of .id. Use when user mentions Sitecore Search, facets not filtering, search widgets, Sea...
Scans codebases for security vulnerabilities, bugs, and code health issues. Creates structured work items for remediation. Triggers on "audit", "code review", "security scan", "find bugs", "tech debt", or "assess code quality".
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scal...
Unflinching academic reviewer. Verifies references via Zotero, identifies errors, assigns confidence ratings, and produces actionable review reports.
Production-grade WebSocket patterns for Python (FastAPI/Starlette) with connection management, rooms, and message protocols
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scal...
Initializes a new project following DOTAGENT (see VERSION file). Creates directory structure, agent configuration, architectural documentation, and an example module with TDD.
Convert a PRD into a milestone-based implementation plan with task checkboxes, scoped file edits, tests, and automated acceptance criteria. Use when asked to create or update a PRD-to-plan task file.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scal...
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
Convert PRDs to prd.json format for the Ralph autonomous agent system. Use when you have an existing PRD and need to convert it to Ralph's JSON format. Triggers on: convert this prd, turn this into ralph format, create prd.json from this, ralph json.
This skill conducts structured interviews to gather requirements. Auto-triggers when requirements are unclear, ambiguous, underspecified, when multiple valid approaches exist, when scope is undefined, or when Claude needs user input before proceeding...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, using Python (FastMCP).
Extracts structured data from websites. Activates when user asks to scrape, crawl, extract data from web pages, or get information from URLs.
Databricks billing data analysis and cost calculation using system.billing tables. Triggers: cost analysis, billing report, DBU usage, SKU costs, monthly expenses, job costs, warehouse costs, spending breakdown. Uses mcp__databricks__run_sql for quer...
Execute all Work Units for an Outcome with dependency-aware ordering
Detect changes in the threat model since the last baseline snapshot. Identifies new assets, changed flows, new threats, and control status changes. Use when comparing threat model versions, tracking security drift, monitoring for new risks, or valida...
This skill should be used when the user asks to "extract this Twitter thread", "save this Twitter thread", "export Twitter thread to markdown", "archive this thread", "download this thread", or provides a Twitter/X URL requesting thread extraction, e...
Four-phase structured debugging methodology. Use when (1) tests fail unexpectedly, (2) functions produce wrong values, (3) systems show anomalous results, (4) unexpected errors appear, (5) performance regresses, (6) multiple quick fixes have already...
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