autonomous-gap-detector
Protocol for agents to autonomously detect skill gaps and maintain documentation health.
Boost efficiency with task automation and organizers.
Protocol for agents to autonomously detect skill gaps and maintain documentation health.
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) build a skill, (4) set up a skill, (5) initialize a skill, (6) scaffold a skill, (7) update or modify an existing skill, (8) validate a skill, (9) learn about skill structure, (10) understand how skills work, or (11) get guidance on skill design patterns. Trigger on phrases like "create a skill", "new skill", "make a skill", "skill for X", "how do I create a skill", or "help me build a skill".
Apply Forth AI brand guidelines when creating frontends. Use for UI components, pages, applications, and design systems. Enforces radical simplicity, polymorphic interfaces, and the Forth AI visual identity.
Improve existing agent skills based on user feedback and best practices. Use when the user wants to fix, enhance, or refactor an existing skill. Gathers user feedback first, then applies technical analysis and implements improvements.
Create comprehensive implementation plans using Codex (GPT 5.2) for complex features. Use when user says "use codex plan mode", "codex plan", "plan with codex", or wants detailed implementation planning with file paths and verification steps.
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 Copilot's capabilities with specialized knowledge, workflows, or tool integrations.
Эксперт conversational AI. Используй для chatbot flows, dialog design, NLU intents и conversational UX.
Comprehensive toolkit for building Python-based A2A agents that interact with UCP (Universal Commerce Protocol) merchant agents. Use when creating shopping agents, integrating with UCP merchants, managing checkout sessions, or implementing payment flows. Triggers include "ucp", "universal commerce protocol", "shopping agent", "merchant agent", "checkout session", "agentic commerce", or when building agents that need to purchase from online stores.
A2A agent card JSON templates with schema validation and examples for different agent types. Use when creating agent cards, implementing A2A protocol discovery, setting up agent metadata, configuring authentication schemes, defining agent capabilities, or when user mentions agent card, agent discovery, A2A metadata, service endpoint configuration, or agent authentication setup.
Copilot agent that assists with bug investigation, root cause analysis, and fix generation for efficient debugging and issue resolution Trigger terms: bug fix, debug, troubleshoot, root cause analysis, error investigation, fix bug, resolve issue, error analysis, stack trace Use when: User requests involve bug hunter tasks.
Guide to creating gptme plugins with tools, hooks, and commands.
Forensic, high-fidelity context handover for seamless continuation in a new chat. Produces a single Markdown transfer artifact plus reusable templates, preserving decisions, requirements, non-negotiables, and open loops without truncation by judgment. Not for code continuation unless explicitly stated.
Agent SDK development utilities for creating, testing, and managing AI agents with comprehensive tooling and debugging capabilities.
AI-powered enterprise skill creation orchestrator with intelligent discovery, predictive optimization, ML-based content generation, and Context7-enhanced development patterns. Use when creating smart skill systems, implementing AI-driven skill generation, optimizing skill performance with machine learning, or building enterprise-grade skill factories with automated compliance and governance.
Execute agentic coding tools directly via bash commands with output capture. Use this when the user requests to run AI agents (Gemini, Claude Code, etc.) and get their results directly.
This skill should be used when the user asks to "добавить MCP сервер", "интегрировать MCP", "настроить MCP в плагине", "использовать .mcp.json", "настроить Model Context Protocol", "подключить внешний сервис", mentions "${CLAUDE_PLUGIN_ROOT} with MCP", or discusses MCP server types (SSE, stdio, HTTP, WebSocket). Provides comprehensive guidance for integrating Model Context Protocol servers into Claude Code plugins for external tool and service integration.
Coordinate parallel agent execution for complex multi-step tasks using background agents and delegation patterns.
First-session agent for autonomous coding projects. Use when starting a new autonomous project, generating feature lists, setting up environments, or scaffolding project structure.
Agent skills authoring guide for AGENTS.md and SKILL.md files. Use when creating or editing agent instructions, rules, or documentation. Covers progressive disclosure, rule loading, XML tag usage, and token budget guidelines.
Discover available effects, actions, and placeholders in a Sandestin project. Use when asking what effects exist, searching for functionality, or needing example invocations. Keywords: effects, actions, dispatch, describe, grep, sample.
Design human-in-the-loop workflows including review queues, escalation patterns, feedback loops, and quality assurance for AI systems.
Access official Claude Code documentation including comprehensive guides on hooks, MCP servers, agent skills, slash commands, settings, CLI reference, security, memory, plugins, and troubleshooting. Use when the user asks about Claude Code features, configuration, capabilities, or best practices. ALWAYS use this skill instead of guessing about Claude Code functionality - it contains the authoritative documentation from docs.anthropic.com with automatic updates. Also includes comprehensive skill creation guide with helper scripts when users want to create new skills.