Agent skills · AI, RAG & memory
50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.
- academy-guide ★ 175,428
Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching cour - brand-guidelines ★ 175,428
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use - claude-api ★ 175,428
Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model - discernment-nudge ★ 175,428
After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, p - mcp-builder ★ 175,428
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-design - agent-governance ★ 38,819
Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents tha - agentic-eval ★ 38,819
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loop - ai-prompt-engineering-safety-review ★ 38,819
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and e - ai-team-orchestration ★ 38,819
Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implement - arize-ai-provider-integration ★ 38,819
Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. - arize-evaluator ★ 38,819
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, mana - arize-prompt-optimization ★ 38,819
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers - arize-trace ★ 38,819
Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers expo - audit-integrity ★ 38,819
Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through a - codebase-memory-mcp ★ 38,819
Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependenc - copilot-spaces ★ 38,819
Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load c - desk-journal ★ 38,819
Write, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A good entry has: what was - dotnet-mcp-builder ★ 38,819
Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the mode - flowstudio-power-automate-mcp ★ 38,819
Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_sk - from-the-other-side-anitta ★ 38,819
Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration. - generate-image ★ 38,819
Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups. - harness-engineering ★ 38,819
Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning - java-mcp-server-generator ★ 38,819
Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring - memory-merger ★ 38,819
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` - microsoft-agent-framework ★ 38,819
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for - microsoft-docs ★ 38,819
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, - mini-context-graph ★ 38,819
A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — th - nano-banana-pro-openrouter ★ 38,819
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image - phoenix-evals ★ 38,819
Build and run evaluators for AI/LLM applications using Phoenix. - php-mcp-server-generator ★ 38,819
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK - pinecone-rag ★ 38,819
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the use - prompt-optimizer ★ 38,819
Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat - qdrant-memory-usage-optimization ★ 38,819
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', - react-audit-grep-patterns ★ 38,819
Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this s - react18-lifecycle-patterns ★ 38,819
Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillRec - remember ★ 38,819
Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue - ruby-mcp-server-generator ★ 38,819
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem. - rust-mcp-server-generator ★ 38,819
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK - speak-summary ★ 38,819
Convert text, markdown, or a summary produced by another skill into a listenable MP3 using local CPU-only neural text-to-speech. Rewrites wr - swift-mcp-server-generator ★ 38,819
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package. - neon-ai-gateway ★ 85
One API and one credential for frontier and open-source LLMs, built into your Neon branch and powered by Databricks. Use when a user wants t - address-sanitizer ★ 6,975
Builds and runs code under AddressSanitizer to catch buffer overflows, use-after-free, and other memory errors during fuzzing or tests. Cove - agentic-actions-auditor ★ 6,975
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex - atheris ★ 6,975
Sets up and runs Atheris, the coverage-guided Python fuzzer built on libFuzzer. Covers TestOneInput harnesses, FuzzedDataProvider, instrumen - c-review ★ 6,975
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilitie - rust-review ★ 6,975
Performs comprehensive Rust security review for safe/unsafe boundary issues, memory safety in unsafe blocks, concurrency hazards, panic-indu - ruzzy ★ 6,975
Sets up and runs Ruzzy, Trail of Bits' coverage-guided Ruby fuzzer and the only production-ready one for the language. Covers harness struct - second-opinion ★ 6,975
Runs external LLM code reviews (OpenAI Codex or Google Antigravity CLI) on uncommitted changes, branch diffs, or specific commits. Use when - expo-brownfield ★ 2,514
Framework (OSS). Integrate Expo and React Native into an existing native iOS or Android app. Use for brownfield, embedding a React Native sc - hf-cloud-serving-image-selection ★ 11,032
Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a