Audit identifiers and namespaces for lexical-semantic and ontological correctness; output a Markdown report with...
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Use when asked to check the live app, run QA, verify deploy, or log in and test. Hard constraint: live-only (never...
Building applications with Large Language Models - prompt engineering, RAG patterns, and LLM integration. Use for...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external...
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable...
Design and implement memory architectures for agent systems. Use when building agents that need to persist state...
Detect module/package name stutter in Python public APIs; produces a Markdown report and optional CI gate.
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
RED TEAM the newest docs/planning/phase-N plan to find gaps/weak spots, refine the plan docs on disk, and surface...
Review the newest docs/planning/phase-N after implementation; verify outcomes (lint/build), map evidence to success...
Convert the current conversation into a new numbered planning phase; creates docs/planning/phase-N/ with root and...
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for...
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices. Use for...
Automate QA regression testing with reusable test skills. Create login flows, dashboard checks, user creation, and...
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair,...
Audit semantic noise and namespace integrity; produces a severity-grouped report with namespace/rename suggestions.
Guide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that...
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable...
Identify structurally duplicate logic (pipeline-spine duplication) across semantically distinct modules; produces a...
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages,...
Design tools that agents can use effectively, including when to reduce tool complexity. Use when creating,...
Opinionated constraints for building better interfaces with agents.
Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats...