AgentDB Vector Search
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG…
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Updated 11-05 00:16
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Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG…
This skill provides a way to retrieve information from the AgentScope library for analysis and decision-making.
Analyzes Claude Code usage patterns and provides comprehensive recommendations. Runs usage analysis, discovers GitHub community resources, suggests CLAUDE.md…
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when…
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts,…
Synchronize MCP server configuration between VS Code (.vscode/mcp.json) and Copilot CLI (~/.copilot/mcp-config.json). Use when setting up Copilot CLI for the…
Use when any code imports @microsoft/agents-hosting, @microsoft/agents-hosting-express, or related Agents SDK packages, or when the user is building,…
Use when troubleshooting an agent built with the Microsoft Agents SDK (@microsoft/agents-hosting and related packages). Trigger on any of these symptoms: build…
Use when adding, configuring, validating, or troubleshooting OpenTelemetry observability for a Microsoft 365 Agents SDK application in JavaScript or…
Assess and migrate JavaScript or TypeScript bots from BotBuilder/Bot Framework SDK to Microsoft 365 Agents SDK with AgentApplication. Use to produce a…
Fine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job…
Bundle every file the agent produced in this session into a single timestamped .zip and hand it back as a download. Use when the user asks to "export all…
Use this skill when a Power Automate flow triggers the agent with a payload describing an unknown source column from a lab results file that broke an Azure…
The AGENT-facing description. This is what the model reads to decide WHEN to invoke the skill, so describe the trigger precisely (e.g. "Use this skill whenever…
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with…
Use when writing, fixing, or refining Midjourney prompts in any style, including photography, illustration, anime, and fine art, or when choosing Midjourney…
WHEN large outputs, repeated reads or a long task threaten the context window; NOT for writing handovers, resuming work or mandatory delegation on ordinary…
WHEN progress awaits a human decision; NOT permission to exceed scope; continue authorized independent work and isolate the actual dependency.
WHEN running a long-running loop, watch or babysitting job; NOT for one-off status reports or deciding report structure; reports each meaningful state change…
WHEN delegating, pausing, or writing a brief or specification another agent will execute; NOT for resuming from an existing handover or bounding reads within a…
Use APM (Agent Package Manager) to manage agent skills and dependencies. Use when adding, removing, or updating skills in a project or globally, creating…
Access MCP (Model Context Protocol) servers and their tools, resources, and prompts through the mcpdo CLI — connections it holds extend your capabilities…
Triage this repo's inflow — sweep unboarded issues onto the Servers V2 board (#43) as Incoming, score Priority with the rubric and post the score, classify…
Canonical Claude Code authoring kit covering Skills, sub-agents, plugins, slash commands, hooks, memory, settings, sandboxing, headless mode, and advanced…