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Topic: agents

2,643 skills in this topic.

continual-learning Guide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up learning infrastructure for agents.
microsoft/skills 2,020
copilot-sdk Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session management, custom tools, streaming, hooks, MCP servers, BYOK providers, session persistence, custom agents, skills, and deployment patterns. Requires GitHub Copilot CLI installed and a GitHub Copilot subscription (unless using BYOK).
microsoft/skills 2,020
entra-agent-id Microsoft Entra Agent ID (preview) for creating OAuth2-capable AI agent identities via Microsoft Graph beta API. Covers Agent Identity Blueprints, BlueprintPrincipals, Agent Identities, required permissions, sponsors, and Workload Identity Federation. Includes Microsoft Entra SDK for AgentID (containerized sidecar) for polyglot agent authentication (Docker/Kubernetes), 3P agent integration, autonomous and interactive agent patterns. Triggers: "agent identity", "agent id", "Agent Identity Blueprint", "BlueprintPrincipal", "entra agent", "agent identity provisioning", "Graph agent identity", "entra sidecar", "agent id sidecar", "auth sidecar", "3P agent", "third-party agent identity", "polyglot agent auth".
microsoft/skills 2,020
frontend-design-review Review and create distinctive, production-grade frontend interfaces with high design quality and design system compliance. Evaluates using three pillars: frictionless insight-to-action, quality craft, and trustworthy building. USE FOR: PR reviews, design reviews, accessibility audits, design system compliance checks, creative frontend design, UI code review, component reviews, responsive design checks, theme testing, and creating memorable UI. DO NOT USE FOR: Backend API reviews, database schema reviews, infrastructure or DevOps work, pure business logic without UI, or non-frontend code.
microsoft/skills 2,020
github-issue-creator Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wants a structured GitHub issue. Supports images/GIFs for visual evidence.
microsoft/skills 2,020
mcp-builder Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK).
microsoft/skills 2,020
microsoft-docs Understand Microsoft technologies by querying official documentation. Use whenever the user asks how something works, wants tutorials, needs configuration options, limits, quotas, or best practices for any Microsoft technology (Azure, .NET, M365, Windows, Power Platform, etc.)—even if they don't mention "docs." If the question is about understanding a concept rather than writing code, this is the right skill.
microsoft/skills 2,020
podcast-generation Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creation from content, or integrating with Azure OpenAI Realtime API for real audio output. Covers full-stack implementation from React frontend to Python FastAPI backend with WebSocket streaming.
microsoft/skills 2,020
skill-creator Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
microsoft/skills 2,020
gdb Debug and trace C/C++/Rust programs with the GNU Debugger (GDB) without blocking the agent. Use when you need to set tracepoints, inspect variables, or monitor a running process while staying responsive to the user.
betab0t/skills 27
brainstorming Collaborative design methodology for creative work. Use before research or planning when requirements are unclear, multiple approaches exist, or the idea needs exploration. Refines ideas through progressive questioning.
bostonaholic/rpikit 8
documenting-decisions Record architectural decisions as ADRs from design documents. Use after brainstorming or planning to capture what was decided, why, and what alternatives were considered. Produces sequentially numbered ADR files in docs/decisions/.
bostonaholic/rpikit 8
finishing-work Structured completion workflow for implementation work. Use when implementation is complete, all tests pass, and you need to decide how to integrate the work. Guides merge, PR creation, or cleanup decisions.
bostonaholic/rpikit 8
git-worktrees Isolated workspace creation for parallel development work. Use when starting feature work that needs isolation from the current workspace. Creates git worktrees with proper setup and safety verification.
bostonaholic/rpikit 8
implementing-plans Disciplined plan execution with checkpoint validation, progress tracking, and verification at each step. Follows an approved plan strictly, running verification criteria before proceeding.
bostonaholic/rpikit 8
parallel-agents Concurrent agent dispatch for independent problems. Use when facing multiple independent tasks that can be worked on simultaneously. Reduces total time by parallelizing work that has no shared state.
bostonaholic/rpikit 8
receiving-code-review Verification-first approach to code review feedback. Use when receiving review comments during the implement phase. Evaluate suggestions rigorously before implementing - no performative agreement.
bostonaholic/rpikit 8
research-plan-implement End-to-end Research-Plan-Implement pipeline using parallel subagents. Each phase (research, plan, implement) runs in its own context window with file artifacts as the communication channel between phases.
bostonaholic/rpikit 8
researching-codebase Thorough codebase exploration that builds understanding through collaborative dialogue. Investigates architecture, patterns, and implementation details before planning or making changes.
bostonaholic/rpikit 8
reviewing-code Code review methodology for evaluating implementation changes. Use when reviewing code changes for quality, design, correctness, and maintainability. Focuses on changes made during implementation using Conventional Comments for clear, actionable feedback.
bostonaholic/rpikit 8
security-review Security review methodology for evaluating implementation changes. Use when reviewing code changes for vulnerabilities, insecure patterns, and security best practices. Focuses on changes made during implementation rather than full codebase audits.
bostonaholic/rpikit 8
synthesizing-research Consolidate multiple parallel research documents into a single unified report. Produces a self-contained document that a reader with no prior context can understand completely.
bostonaholic/rpikit 8
systematic-debugging Root cause investigation methodology for bugs and failures. Use when encountering test failures, unexpected behavior, or errors during research or implement phases. Find the cause before attempting fixes.
bostonaholic/rpikit 8
test-driven-development Rigorous TDD methodology enforcing RED-GREEN-REFACTOR discipline. Use when implementing features or fixing bugs during the implement phase. Tests must be written before production code - no exceptions.
bostonaholic/rpikit 8