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