AI & ML

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Agent skill for java-tron — TRON Protocol Java implementation (FullNode, build, run, APIs, modular architecture, custom actuators). Use when this capability is needed.

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Use when working with a simple weather checking skill that fetches current weather data.

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Supabase MCP Skill

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Godot技能统一入口，根据用户需求智能选择并调用最适合的Godot子技能，提供15个专业技能的一站式开发体验 Use when this capability is needed.

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当用户明确要求"生成技能 README"、"编写用户指南"或"更新技能文档"时使用。为 Agent Skills 编写符合最佳实践的 README.md 用户使用指南。自动分析技能结构（SKILL.md、config.yaml、scripts/），按模板生成小白友好的文档。 Use when this capability is needed.

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GraphQL Persona

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Implement application views from design images using Ignite UI Web Components. Uses MCP servers (igniteui-cli, igniteui-theming) to discover components, generate themes, and follow best practices. Triggers when the user provides a design image (screenshot, mockup, wireframe) and wants it built as a working view with Ignite UI Web Components. Also triggers when the user asks to "implement this design", "build this UI", "convert this mockup", or "create a page from this image" in an Ignite UI Web Components project. Use when this capability is needed.

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Guide for adding a new model to the Archon engine. Use when user wants to add support for a new HuggingFace model architecture in ArchonEngine. Use when this capability is needed.

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Project Creator

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Sync Agent Docs

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Rust Patterns

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Autonomous story execution agent for the Ralph development workflow Use when this capability is needed.

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Expert in GitHub workflows including issue management, PR operations, and branch conventions. Use when working with GitHub via MCP. Use when this capability is needed.

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Launch, debug, and verify the Tauri app during development. Use when testing UI changes, debugging the renderer or Rust host, verifying a build, or asking how to inspect the running app. Covers `npm start`, the bundle build, the dev MCP UI bridge port, and where logs land. Use when this capability is needed.

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Use when running Static Application Security Testing (SAST) on a codebase — wraps bandit (Python), semgrep (multi-language, OSS rule packs), eslint-security (JavaScript/TypeScript), and CodeQL (GitHub-hosted, license-gated for private repos). Standardises on SARIF 2.1.0 output, feeds the G_SECURE gate in _meta/gates.py, integrates with forge Step 1 advisory, alf sweeps, and pre-commit/CI workflows. Trigger on - SAST, static analysis, bandit, semgrep, CodeQL, eslint-security, SARIF, security linting, code-injection scan, "scan code for vulnerabilities", "find security bugs", "OWASP scan".

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INSTRUCTIONS

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This skill should be used when the user provides a vague request, asks to clarify requirements, structure a task, or refine a prompt for multi-agent orchestration. Use when this capability is needed.

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Reference for configuring tool permissions when launching Claude Code agents. Use when setting up --allowedTools flags, restricting file access, or configuring agent permissions. Use when this capability is needed.

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Serena provides IDE-like semantic code retrieval and editing tools for coding agents, enabling efficient symbol-level code operations Use when this capability is needed.

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Analyze system processes and resource usage to diagnose runaway CPU/memory/IO, identify culprits, and propose next diagnostic steps. Use when investigating performance spikes or leaks. Use when this capability is needed.

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Atomic Design

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Ensemble Team Setup

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Turn local interview videos, interview recordings, or interview audio files into local-first Chinese interview review PDFs focused on interviewer questions, the candidate's answers, concise sourced standard answers, compact coding/technical follow-up review, and short follow-up learning resources. Use when the user provides a local .mov/.mp4/.m4a/.wav recording and asks for 面试复盘, 面经整理, 面试官问题, 我的回答, 建议答案, 标准答法, 回答评价, 代码题复盘, 后续巩固资料, Q&A extraction, speaker/role inference, source-backed corrections, or a polished LaTeX/PDF report. The skill extracts audio locally, transcribes locally when possible, infers interviewer/candidate roles, registers local/public sources, renders a wdkns-style LaTeX report, and validates the final PDF with pdfinfo/pdftotext/pdffonts. Use when this capability is needed.

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ACE-Step documentation and troubleshooting. Use when users ask about installing ACE-Step, GPU configuration, model download, Gradio UI usage, API integration, or troubleshooting issues like VRAM problems, CUDA errors, or model loading failures. Use when this capability is needed.

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Best practices for setting up high-quality GitHub repos for AI coding agents. Use when setting up a new repo, improving an existing repo's infrastructure, or answering "what does this repo need for agents to work effectively". Triggers on "set up repo", "make repo agent-ready", "repo best practices", "/agent-ready". Use when this capability is needed.

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LangChain.js patterns for building LLM applications — chat models, LCEL chains, prompt templates, structured output, agents, tools, RAG, streaming, and LangSmith tracing Use when this capability is needed.

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Ramadan CLI Agent Skill

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Type-safe CLI argument parser with MCP integration Zod validation auto-generated tools and interactive prompts Use when this capability is needed.

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This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance degradation. Provides patterns for recognizing and mitigating context failures. Use when this capability is needed.

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Creating MCP Apps

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AI Agent personality diagnosis and configuration system based on MBTI framework. Use when users want to (1) test/diagnose an Agent's personality type, (2) understand the gap between Agent's actual personality and user's desired personality, (3) generate configuration recommendations to adjust Agent behavior, (4) customize Agent's communication style, proactivity, reasoning approach, or execution patterns. Supports both free tier (quick assessment) and premium tier (full 93-question assessment with detailed diagnostics). Use when this capability is needed.

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Appwrite PHP SDK skill. Use when building server-side PHP applications with Appwrite, including Laravel and Symfony integrations. Covers user management, database/table CRUD, file storage, and functions via API keys. Use when this capability is needed.

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MCP server exposing Arc's task queue, skills, and memory to external Claude instances Use when this capability is needed.

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Use this skill whenever inspecting, interacting with, or live-editing a running Flutter app via the Flutter MCP toolkit server (`mcpServers` key **`flutter-mcp-toolkit`**, or legacy **`flutter-inspector`**). Covers preflight, snapshot/tap/enter/scroll loop, hot-reload validation, and error envelope parsing.

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JVM dependency intelligence via Maven Tools MCP server. Use when the user asks about Maven or Gradle dependencies, JVM library versions, safe upgrades, CVEs, license risks, release history, or project dependency health. Use when reviewing `pom.xml`, `build.gradle`, `build.gradle.kts`, or Maven coordinates. Use when the user says 'check my dependencies', 'should I upgrade X', or 'is this version safe'. Use when this capability is needed.