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World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, prompt design patterns, few-shot learning, chain-of-though...
Create integration test documents and evidence using aws-mcp-server script. Retrieve results with read-only commands and generate Markdown evidence. Job execution is performed by the user.
Review and propose improvements for Claude skills based on usage patterns.
Generate AgnosticV catalog description from lab or demo content for RHDP provisioning.
Guide for writing effective prompt specifications (specs) for the GPT-5.2 Codex agent. Use when the user asks to "write a prompt spec", "create a system prompt for GPT-5.2", "design a spec for an agent", or "ho...
Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations. Use this skill when the user asks to; (1) create a new skill, (2) make a skill, (3...
ALWAYS use this skill when writing AI documentation. Covers CLAUDE.md, AGENTS.md, system prompts, AI-targeted comments, and architecture docs for AI consumption.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or to...
Expert guide for creating Airalogy Protocols (AIMD), Assigners (Python logic), and Validation Models. Use this to design digital workflows and experiments.
Multi-language greetings in 6 languages. Use for non-English greetings or multiple people.
Create conference talk outlines and iA Presenter markdown slides using the Story Circle narrative framework. Use when structuring a tech talk, creating presentation slides, or organizing talk ideas into a story...
Expert prompt optimization for LLMs and AI systems. Use PROACTIVELY when building AI features, improving agent performance, or crafting system prompts.
This skill should be used when discussing "templates", "apply template", "which template to use", "template selection", "note structure", or when helping users choose appropriate templates for different note ty...
Transform brain dumps into polished technical blog posts. Use when you have scattered ideas, talking points, or code examples that need organizing into a cohesive developer-focused post.
LLM application and RAG system specialist. Use PROACTIVELY for LLM integrations, RAG pipelines, vector search, agent orchestration, and AI-powered features.
Structured workflow for co-authoring documentation, specs, proposals, and decision docs. Use when user wants to write docs, create specs, draft proposals, or similar structured content.
Use when helping with code development, debugging, or refactoring. Automatically selects the best specialist agent based on context and coordinates multi-agent workflows when needed.
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from s...
MANDATORY protocol for parallel agent execution when facing 3+ independent failures or tasks that can be investigated without shared state or dependencies - dispatches multiple Claude agents to investigate and...
AGGRESSIVELY use TOON v2.0 format for biggish regular data (≥5 items, ≥60% uniform). Auto-applies to tables, logs, events, transactions, analytics, API responses, database results. Supports 3 array types (inlin...
Interactive slash command creator for Claude Code. Triggers when user mentions creating commands, slash commands, command templates, command arguments, or wants to build a new command workflow.
Use when user explicitly requests to coordinate with other Claude Code agents, join an agent chat, or communicate across multiple repositories/projects
Use when needing to retrieve information from past sessions, conversations, or stored knowledge. Triggers on questions that could benefit from historical context including user preferences, past discussions, wo...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.