{
  "name": "TiEQi-A2A-GEO (119 skills)",
  "description": "TiEQi-A2A-GEO: China's first open A2A v1.0.1 agent. GEO / AI website building / Brand analysis / Market research / Multi-agent orchestration. 119 curated skills. 🇨🇳 中国首个开放式A2A v1.0.1 Agent，专注GEO优化(AI搜索引擎排名)、AI智能建站、品牌分析、市场调研。",
  "url": "http://43.129.31.185:8082/a2a",
  "version": "5.0.0",
  "protocolVersion": "1.0.1",
  "documentation_url": "http://43.129.31.185:8082/dashboard",
  "provider": {
    "organization": "TiEQi Tech (铁旗科技)",
    "url": "https://www.itieqi.com"
  },
  "capabilities": {
    "streaming": true,
    "pushNotifications": false,
    "stateTransitionHistory": true
  },
  "default_input_modes": [
    "text/plain",
    "text/markdown"
  ],
  "default_output_modes": [
    "text/plain",
    "text/markdown"
  ],
  "skills": [
    {
      "id": "autonomous-ai-agents/opencode",
      "name": "opencode",
      "description": "Delegate coding to OpenCode CLI (features, PR review).",
      "tags": [
        "autonomous-ai-agents"
      ],
      "examples": [
        "Use your autonomous-ai-agents skill to Delegate coding to OpenCode CLI (features, PR review)...."
      ]
    },
    {
      "id": "autonomous-ai-agents/codex",
      "name": "codex",
      "description": "Delegate coding to OpenAI Codex CLI (features, PRs).",
      "tags": [
        "autonomous-ai-agents"
      ],
      "examples": [
        "Use your autonomous-ai-agents skill to Delegate coding to OpenAI Codex CLI (features, PRs)...."
      ]
    },
    {
      "id": "autonomous-ai-agents/trinity-lite",
      "name": "trinity-lite",
      "description": "Orchestrate multi-agent workflows through Trinity Lite — a zero-dependency SQLite task bus that coordinates Claude Code, OpenClaw, Hermes, and other CLI agents.",
      "tags": [
        "autonomous-ai-agents"
      ],
      "examples": [
        "Use your autonomous-ai-agents skill to Orchestrate multi-agent workflows through Trinity Lite — a z..."
      ]
    },
    {
      "id": "autonomous-ai-agents/hermes-agent",
      "name": "hermes-agent",
      "description": "Configure, extend, or contribute to Hermes Agent.",
      "tags": [
        "autonomous-ai-agents"
      ],
      "examples": [
        "Use your autonomous-ai-agents skill to Configure, extend, or contribute to Hermes Agent...."
      ]
    },
    {
      "id": "autonomous-ai-agents/claude-code",
      "name": "claude-code",
      "description": "Delegate coding to Claude Code CLI (features, PRs).",
      "tags": [
        "autonomous-ai-agents"
      ],
      "examples": [
        "Use your autonomous-ai-agents skill to Delegate coding to Claude Code CLI (features, PRs)...."
      ]
    },
    {
      "id": "autonomous-ai-agents/hermes-provider-setup",
      "name": "hermes-provider-setup",
      "description": "Configure, test, and switch between AI model providers in Hermes Agent — adding custom providers, model aliases, and managing a multi-model strategy.",
      "tags": [
        "autonomous-ai-agents"
      ],
      "examples": [
        "Use your autonomous-ai-agents skill to Configure, test, and switch between AI model providers in He..."
      ]
    },
    {
      "id": "software-development/plan",
      "name": "plan",
      "description": "Plan mode: write markdown plan to .hermes/plans/, no exec.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Plan mode: write markdown plan to .hermes/plans/, no exec...."
      ]
    },
    {
      "id": "software-development/design-review",
      "name": "design-review",
      "description": "8-lens escalating audit for PRDs, architecture specs, and design docs. Each pass finds deeper logic gaps.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to 8-lens escalating audit for PRDs, architecture specs, and de..."
      ]
    },
    {
      "id": "software-development/system-design-review",
      "name": "system-design-review",
      "description": "Multi-round three-perspective deep review methodology for system design. Use when designing or reviewing any system before implementation, especially user-facing platforms with multiple stakeholder ro",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Multi-round three-perspective deep review methodology for sy..."
      ]
    },
    {
      "id": "software-development/pre-dev-review",
      "name": "pre-dev-review",
      "description": "Multi-round, multi-perspective requirements review — BEFORE writing any code. Find 8-15× more requirements than initial scope. Use when starting any project, especially when the user says '不急' or '磨刀不",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Multi-round, multi-perspective requirements review — BEFORE ..."
      ]
    },
    {
      "id": "software-development/test-driven-development",
      "name": "test-driven-development",
      "description": "TDD: enforce RED-GREEN-REFACTOR, tests before code.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to TDD: enforce RED-GREEN-REFACTOR, tests before code...."
      ]
    },
    {
      "id": "software-development/python-debugpy",
      "name": "python-debugpy",
      "description": "Debug Python: pdb REPL + debugpy remote (DAP).",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Debug Python: pdb REPL + debugpy remote (DAP)...."
      ]
    },
    {
      "id": "software-development/gnap-protocol",
      "name": "gnap-protocol",
      "description": "GNAP (Git-Native Agent Protocol) — 零服务器多Agent协作协议。4个JSON文件、纯Git驱动、成本追踪。",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to GNAP (Git-Native Agent Protocol) — 零服务器多Agent协作协议。4个JSON文件、纯..."
      ]
    },
    {
      "id": "software-development/hermes-agent-skill-authoring",
      "name": "hermes-agent-skill-authoring",
      "description": "Author in-repo SKILL.md: frontmatter, validator, structure.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Author in-repo SKILL.md: frontmatter, validator, structure...."
      ]
    },
    {
      "id": "software-development/tieqi-agent-evolution",
      "name": "tieqi-agent-evolution",
      "description": "Systematic self-improvement — explore available capabilities, identify useful skills/plugins/tools, install/enable them, and update existing skills with new knowledge. Use when BOSS says \"把自己锻炼成超级Ai\" ",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Systematic self-improvement — explore available capabilities..."
      ]
    },
    {
      "id": "software-development/prd-logic-audit",
      "name": "prd-logic-audit",
      "description": "Systematically validate a design document (PRD/PAD/架构文档) for logic gaps — contradictions between sections, missing cleanup flows, undefined formats, broken error paths. Use when refining or reviewing ",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Systematically validate a design document (PRD/PAD/架构文档) for..."
      ]
    },
    {
      "id": "software-development/writing-plans",
      "name": "writing-plans",
      "description": "Write implementation plans: bite-sized tasks, paths, code.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Write implementation plans: bite-sized tasks, paths, code...."
      ]
    },
    {
      "id": "software-development/customer-site-factory",
      "name": "customer-site-factory",
      "description": "Build multi-tenant website factory systems for agencies — modular page builder, GEO-optimized static output, agent integration, zero-downtime upgrades.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Build multi-tenant website factory systems for agencies — mo..."
      ]
    },
    {
      "id": "software-development/rest-graphql-debug",
      "name": "rest-graphql-debug",
      "description": "Debug REST/GraphQL APIs: status codes, auth, schemas, repro.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Debug REST/GraphQL APIs: status codes, auth, schemas, repro...."
      ]
    },
    {
      "id": "software-development/systematic-debugging",
      "name": "systematic-debugging",
      "description": "4-phase root cause debugging: understand bugs before fixing.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to 4-phase root cause debugging: understand bugs before fixing...."
      ]
    },
    {
      "id": "software-development/ai-team-orchestration",
      "name": "ai-team-orchestration",
      "description": "多AI协作编排——贾维斯(总指挥/唯一入口)、大克(Claude Code/编码)、小虾(OpenClaw/哨兵情报)、小贾(A2A分身/并行)的分工、调用方式、禁令规则。当涉及多AI任务分配时使用。",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to 多AI协作编排——贾维斯(总指挥/唯一入口)、大克(Claude Code/编码)、小虾(OpenClaw/哨兵情报)、..."
      ]
    },
    {
      "id": "software-development/agent-frameworks",
      "name": "agent-frameworks",
      "description": "2026年三大AI Agent框架深度对比 — smolagents/LlamaIndex/LangGraph。何时选哪个、怎么用、核心代码模式。",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to 2026年三大AI Agent框架深度对比 — smolagents/LlamaIndex/LangGraph。何时选哪..."
      ]
    },
    {
      "id": "software-development/software-project-planning",
      "name": "software-project-planning",
      "description": "Full upstream planning workflow before any code is written: requirements gathering → architecture design → implementation plan → multi-round deep review. Use when the user wants to build a system from",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Full upstream planning workflow before any code is written: ..."
      ]
    },
    {
      "id": "software-development/subagent-driven-development",
      "name": "subagent-driven-development",
      "description": "Execute plans via delegate_task subagents (2-stage review).",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Execute plans via delegate_task subagents (2-stage review)...."
      ]
    },
    {
      "id": "software-development/code-wiki",
      "name": "code-wiki",
      "description": "Generate wiki docs + Mermaid diagrams for any codebase.",
      "tags": [
        "software-development"
      ],
      "examples": [
        "Use your software-development skill to Generate wiki docs + Mermaid diagrams for any codebase...."
      ]
    },
    {
      "id": "research/geo-domain-authority-auditor",
      "name": "geo-domain-authority-auditor",
      "description": "域名权威性审计 — 评估网站在中文AI搜索引擎视角下的域名可信度。检查域名年龄、SSL、备案、外部引用、内容质量等影响AI引用意愿的因子。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to 域名权威性审计 — 评估网站在中文AI搜索引擎视角下的域名可信度。检查域名年龄、SSL、备案、外部引用、内容质量等影响A..."
      ]
    },
    {
      "id": "research/tieqi-geo-service",
      "name": "tieqi-geo-service",
      "description": "铁旗GEO客户服务交付工作流 — 12周标准化执行SOP，基于AI搜索引擎引用权重，含明确分工（铁旗vs客户）、每周计划、平台策略、监测评分体系。适用铁旗科技签约客户交付。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to 铁旗GEO客户服务交付工作流 — 12周标准化执行SOP，基于AI搜索引擎引用权重，含明确分工（铁旗vs客户）、每周计划..."
      ]
    },
    {
      "id": "research/arxiv",
      "name": "arxiv",
      "description": "Search arXiv papers by keyword, author, category, or ID.",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to Search arXiv papers by keyword, author, category, or ID...."
      ]
    },
    {
      "id": "research/tieqi-business-research",
      "name": "tieqi-business-research",
      "description": "铁旗系专属商业调研工作流 — 利用DuckDuckGo搜索+Scrapling抓取+Sherlock账号分析+Domain-Intel域名侦察，快速完成竞品分析、行业调研、市场摸底。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to 铁旗系专属商业调研工作流 — 利用DuckDuckGo搜索+Scrapling抓取+Sherlock账号分析+Domai..."
      ]
    },
    {
      "id": "research/osint-investigation",
      "name": "osint-investigation",
      "description": "Public-records OSINT investigation framework — SEC EDGAR filings, USAspending contracts, Senate lobbying, OFAC sanctions, ICIJ offshore leaks, NYC property records (ACRIS), OpenCorporates registries, ",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to Public-records OSINT investigation framework — SEC EDGAR fil..."
      ]
    },
    {
      "id": "research/geo-backlink-analyzer",
      "name": "geo-backlink-analyzer",
      "description": "AI引用来源分析 — 分析品牌/域名在中文AI搜索引擎中被引用的来源分布。识别哪些来源驱动了AI引用、哪些来源有缺口、竞品的引用来源优势。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to AI引用来源分析 — 分析品牌/域名在中文AI搜索引擎中被引用的来源分布。识别哪些来源驱动了AI引用、哪些来源有缺口、竞..."
      ]
    },
    {
      "id": "research/geo-alert-manager",
      "name": "geo-alert-manager",
      "description": "GEO排名变动监控 — 监控品牌/关键词在中文AI搜索引擎中的可见度变化。检测AI搜索结果变化、新竞品出现、引用来源波动，及时发出预警。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to GEO排名变动监控 — 监控品牌/关键词在中文AI搜索引擎中的可见度变化。检测AI搜索结果变化、新竞品出现、引用来源波动..."
      ]
    },
    {
      "id": "research/tieqi-geo-audit",
      "name": "tieqi-geo-audit",
      "description": "GEO (Generative Engine Optimization) 审计工作流 — 检查网站是否针对AI搜索引擎优化，生成优化建议报告。适用铁旗科技业务场景。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to GEO (Generative Engine Optimization) 审计工作流 — 检查网站是否针对AI搜索引擎优..."
      ]
    },
    {
      "id": "research/geo-competitor-tracker",
      "name": "geo-competitor-tracker",
      "description": "GEO竞品追踪 — 追踪竞品在中文AI搜索引擎中的表现变化。监控竞品的品牌出现频率、引用来源、关键词覆盖范围、内容策略变化。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to GEO竞品追踪 — 追踪竞品在中文AI搜索引擎中的表现变化。监控竞品的品牌出现频率、引用来源、关键词覆盖范围、内容策略变..."
      ]
    },
    {
      "id": "research/geo-content-gap-analysis",
      "name": "geo-content-gap-analysis",
      "description": "GEO内容缺口分析工具 — 识别客户品牌在中文AI搜索引擎（Kimi、豆包、秘塔、文心一言、Perplexity中文）中的内容覆盖缺口。找出「AI想引用但找不到」的关键词，指导内容策略。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to GEO内容缺口分析工具 — 识别客户品牌在中文AI搜索引擎（Kimi、豆包、秘塔、文心一言、Perplexity中文）中..."
      ]
    },
    {
      "id": "research/geo-content-refresher",
      "name": "geo-content-refresher",
      "description": "GEO内容刷新优化 — 对已有内容进行AI搜索友好改造。旧内容更新策略、AI引用率提升、时效性优化、结构化重组。延长内容在AI搜索中的生命周期。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to GEO内容刷新优化 — 对已有内容进行AI搜索友好改造。旧内容更新策略、AI引用率提升、时效性优化、结构化重组。延长内容..."
      ]
    },
    {
      "id": "research/geo-content-quality-auditor",
      "name": "geo-content-quality-auditor",
      "description": "GEO内容质量审计 — 从AI搜索引擎视角评估内容质量。检查内容的权威性、相关性、结构化、时效性、可抓取性五大维度，给出量化评分和改进建议。",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to GEO内容质量审计 — 从AI搜索引擎视角评估内容质量。检查内容的权威性、相关性、结构化、时效性、可抓取性五大维度，给出..."
      ]
    },
    {
      "id": "research/llm-wiki",
      "name": "llm-wiki",
      "description": "Karpathy's LLM Wiki: build/query interlinked markdown KB.",
      "tags": [
        "research"
      ],
      "examples": [
        "Use your research skill to Karpathy's LLM Wiki: build/query interlinked markdown KB...."
      ]
    },
    {
      "id": "creative/humanizer",
      "name": "humanizer",
      "description": "Humanize text: strip AI-isms and add real voice.",
      "tags": [
        "creative"
      ],
      "examples": [
        "Use your creative skill to Humanize text: strip AI-isms and add real voice...."
      ]
    },
    {
      "id": "devops/cron-troubleshooting",
      "name": "cron-troubleshooting",
      "description": "Debug Hermes cron job issues — ghost jobs, stuck schedulers, state file mismatches, and recovery procedures.",
      "tags": [
        "devops"
      ],
      "examples": [
        "Use your devops skill to Debug Hermes cron job issues — ghost jobs, stuck schedulers,..."
      ]
    },
    {
      "id": "devops/china-network-setup",
      "name": "china-network-setup",
      "description": "Setup and operate Hermes Agent in mainland China network environment: pip mirrors, restricted search tools, slow CDN workarounds, and web research pipelines.",
      "tags": [
        "devops"
      ],
      "examples": [
        "Use your devops skill to Setup and operate Hermes Agent in mainland China network env..."
      ]
    },
    {
      "id": "devops/system-audit",
      "name": "system-audit",
      "description": "Comprehensive full-stack server health audit — every process, port, service, config, database, website, and security surface. Use when the user says \"全栈自检\", \"system audit\", \"health check everything\", ",
      "tags": [
        "devops"
      ],
      "examples": [
        "Use your devops skill to Comprehensive full-stack server health audit — every process..."
      ]
    },
    {
      "id": "devops/docker-management",
      "name": "docker-management",
      "description": "Manage Docker containers, images, volumes, networks, and Compose stacks — lifecycle ops, debugging, cleanup, and Dockerfile optimization.",
      "tags": [
        "devops"
      ],
      "examples": [
        "Use your devops skill to Manage Docker containers, images, volumes, networks, and Com..."
      ]
    },
    {
      "id": "github/github-pr-workflow",
      "name": "github-pr-workflow",
      "description": "GitHub PR lifecycle: branch, commit, open, CI, merge.",
      "tags": [
        "github"
      ],
      "examples": [
        "Use your github skill to GitHub PR lifecycle: branch, commit, open, CI, merge...."
      ]
    },
    {
      "id": "github/github-code-review",
      "name": "github-code-review",
      "description": "Review PRs: diffs, inline comments via gh or REST.",
      "tags": [
        "github"
      ],
      "examples": [
        "Use your github skill to Review PRs: diffs, inline comments via gh or REST...."
      ]
    },
    {
      "id": "github/github-repo-management",
      "name": "github-repo-management",
      "description": "Clone/create/fork repos; manage remotes, releases.",
      "tags": [
        "github"
      ],
      "examples": [
        "Use your github skill to Clone/create/fork repos; manage remotes, releases...."
      ]
    },
    {
      "id": "github/github-issues",
      "name": "github-issues",
      "description": "Create, triage, label, assign GitHub issues via gh or REST.",
      "tags": [
        "github"
      ],
      "examples": [
        "Use your github skill to Create, triage, label, assign GitHub issues via gh or REST...."
      ]
    },
    {
      "id": "github/github-auth",
      "name": "github-auth",
      "description": "GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.",
      "tags": [
        "github"
      ],
      "examples": [
        "Use your github skill to GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login...."
      ]
    },
    {
      "id": "media/youtube-content",
      "name": "youtube-content",
      "description": "YouTube transcripts to summaries, threads, blogs.",
      "tags": [
        "media"
      ],
      "examples": [
        "Use your media skill to YouTube transcripts to summaries, threads, blogs...."
      ]
    },
    {
      "id": "media/spotify",
      "name": "spotify",
      "description": "Spotify: play, search, queue, manage playlists and devices.",
      "tags": [
        "media"
      ],
      "examples": [
        "Use your media skill to Spotify: play, search, queue, manage playlists and devices...."
      ]
    },
    {
      "id": "productivity/notion",
      "name": "notion",
      "description": "Notion API + ntn CLI: pages, databases, markdown, Workers.",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to Notion API + ntn CLI: pages, databases, markdown, Workers...."
      ]
    },
    {
      "id": "productivity/nano-pdf",
      "name": "nano-pdf",
      "description": "Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to Edit PDF text/typos/titles via nano-pdf CLI (NL prompts)...."
      ]
    },
    {
      "id": "productivity/tieqi-sales-enablement",
      "name": "tieqi-sales-enablement",
      "description": "[CN] 铁旗系销售赋能工具包 — 客户开发、销售材料生成、竞品对比、方案报价、话术准备。赋能销售团队而非替代销售。",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to [CN] 铁旗系销售赋能工具包 — 客户开发、销售材料生成、竞品对比、方案报价、话术准备。赋能销售团队而非替代销售。..."
      ]
    },
    {
      "id": "productivity/siyuan",
      "name": "siyuan",
      "description": "SiYuan Note API for searching, reading, creating, and managing blocks and documents in a self-hosted knowledge base via curl.",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to SiYuan Note API for searching, reading, creating, and managi..."
      ]
    },
    {
      "id": "productivity/google-workspace",
      "name": "google-workspace",
      "description": "Google OAuth2 client credentials (downloaded from Google Cloud Console)",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to Google OAuth2 client credentials (downloaded from Google Clo..."
      ]
    },
    {
      "id": "productivity/ocr-and-documents",
      "name": "ocr-and-documents",
      "description": "Extract text from PDFs/scans (pymupdf, marker-pdf).",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to Extract text from PDFs/scans (pymupdf, marker-pdf)...."
      ]
    },
    {
      "id": "productivity/maps",
      "name": "maps",
      "description": "Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to Geocode, POIs, routes, timezones via OpenStreetMap/OSRM...."
      ]
    },
    {
      "id": "productivity/linear",
      "name": "linear",
      "description": "Linear: manage issues, projects, teams via GraphQL + curl.",
      "tags": [
        "productivity"
      ],
      "examples": [
        "Use your productivity skill to Linear: manage issues, projects, teams via GraphQL + curl...."
      ]
    },
    {
      "id": "data-science/jupyter-live-kernel",
      "name": "jupyter-live-kernel",
      "description": "Iterative Python via live Jupyter kernel (hamelnb).",
      "tags": [
        "data-science"
      ],
      "examples": [
        "Use your data-science skill to Iterative Python via live Jupyter kernel (hamelnb)...."
      ]
    },
    {
      "id": "mlops/weights-and-biases",
      "name": "weights-and-biases",
      "description": "W&B: log ML experiments, sweeps, model registry, dashboards.",
      "tags": [
        "mlops"
      ],
      "examples": [
        "Use your mlops skill to W&B: log ML experiments, sweeps, model registry, dashboards...."
      ]
    },
    {
      "id": "mlops/dspy",
      "name": "dspy",
      "description": "DSPy: declarative LM programs, auto-optimize prompts, RAG.",
      "tags": [
        "mlops"
      ],
      "examples": [
        "Use your mlops skill to DSPy: declarative LM programs, auto-optimize prompts, RAG...."
      ]
    },
    {
      "id": "mlops/huggingface-hub",
      "name": "huggingface-hub",
      "description": "HuggingFace hf CLI: search/download/upload models, datasets.",
      "tags": [
        "mlops"
      ],
      "examples": [
        "Use your mlops skill to HuggingFace hf CLI: search/download/upload models, datasets...."
      ]
    },
    {
      "id": "mlops/vllm",
      "name": "serving-llms-vllm",
      "description": "vLLM: high-throughput LLM serving, OpenAI API, quantization.",
      "tags": [
        "mlops"
      ],
      "examples": [
        "Use your mlops skill to vLLM: high-throughput LLM serving, OpenAI API, quantization...."
      ]
    },
    {
      "id": "mlops/llama-cpp",
      "name": "llama-cpp",
      "description": "llama.cpp local GGUF inference + HF Hub model discovery.",
      "tags": [
        "mlops"
      ],
      "examples": [
        "Use your mlops skill to llama.cpp local GGUF inference + HF Hub model discovery...."
      ]
    },
    {
      "id": "finance/excel-author",
      "name": "excel-author",
      "description": "Build auditable Excel workbooks headless with openpyxl — blue/black/green cell conventions, formulas over hardcodes, named ranges, balance checks, sensitivity tables. Use for financial models, audit o",
      "tags": [
        "finance"
      ],
      "examples": [
        "Use your finance skill to Build auditable Excel workbooks headless with openpyxl — blu..."
      ]
    },
    {
      "id": "finance/stocks",
      "name": "stocks",
      "description": "Stock quotes, history, search, compare, crypto via Yahoo.",
      "tags": [
        "finance"
      ],
      "examples": [
        "Use your finance skill to Stock quotes, history, search, compare, crypto via Yahoo...."
      ]
    },
    {
      "id": "finance/pptx-author",
      "name": "pptx-author",
      "description": "Build PowerPoint decks headless with python-pptx. Pairs with excel-author for model-backed decks where every number traces to a workbook cell. Use for pitch decks, IC memos, earnings notes.",
      "tags": [
        "finance"
      ],
      "examples": [
        "Use your finance skill to Build PowerPoint decks headless with python-pptx. Pairs with..."
      ]
    },
    {
      "id": "email/himalaya",
      "name": "himalaya",
      "description": "Himalaya CLI: IMAP/SMTP email from terminal.",
      "tags": [
        "email"
      ],
      "examples": [
        "Use your email skill to Himalaya CLI: IMAP/SMTP email from terminal...."
      ]
    },
    {
      "id": "mcp/native-mcp",
      "name": "native-mcp",
      "description": "MCP client: connect servers, register tools (stdio/HTTP).",
      "tags": [
        "mcp"
      ],
      "examples": [
        "Use your mcp skill to MCP client: connect servers, register tools (stdio/HTTP)...."
      ]
    },
    {
      "id": "memory/holographic-memory",
      "name": "holographic-memory",
      "description": "Use Holographic local memory provider with Hermes — store facts, search, detect contradictions, and manage trust scores. Local-only SQLite, no API keys needed.",
      "tags": [
        "memory"
      ],
      "examples": [
        "Use your memory skill to Use Holographic local memory provider with Hermes — store fa..."
      ]
    },
    {
      "id": "note-taking/obsidian",
      "name": "obsidian",
      "description": "Read, search, create, and edit notes in the Obsidian vault.",
      "tags": [
        "note-taking"
      ],
      "examples": [
        "Use your note-taking skill to Read, search, create, and edit notes in the Obsidian vault...."
      ]
    },
    {
      "id": "red-teaming/agent-security-compliance",
      "name": "agent-security-compliance",
      "description": "-",
      "tags": [
        "red-teaming"
      ],
      "examples": [
        "Use your red-teaming skill to -..."
      ]
    },
    {
      "id": "blog-seo-check/blog-seo-check",
      "name": "blog-seo-check",
      "description": "Blog SEO Check: Post-Writing Validation",
      "tags": [
        "blog-seo-check"
      ],
      "examples": []
    },
    {
      "id": "backlink-analyzer/backlink-analyzer",
      "name": "backlink-analyzer",
      "description": "Use when the user asks to \"analyze backlinks\" or \"外链分析\"; profiles external referring domains, anchor-text distribution, toxic links, and competitor link gaps. Not for internal links — use internal-lin",
      "tags": [
        "backlink-analyzer"
      ],
      "examples": []
    },
    {
      "id": "audit/audit",
      "name": "audit",
      "description": "SEO Audit",
      "tags": [
        "audit"
      ],
      "examples": []
    },
    {
      "id": "site-factory-design/site-factory-design",
      "name": "site-factory-design",
      "description": "Design methodology and architecture for the 铁旗 Site Factory — an AI-search optimization platform for 10,000 small businesses. Use when adding features, changing architecture, or writing product specs ",
      "tags": [
        "site-factory-design"
      ],
      "examples": []
    },
    {
      "id": "clip/clip",
      "name": "clip",
      "description": "OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content m",
      "tags": [
        "clip"
      ],
      "examples": []
    },
    {
      "id": "ai-seo/ai-seo",
      "name": "ai-seo",
      "description": "Optimize content to get cited by AI search engines — ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot. Use when you want your content to appear in AI-generated answers, not just ranke",
      "tags": [
        "ai-seo"
      ],
      "examples": []
    },
    {
      "id": "target-serp/target-serp",
      "name": "target-serp",
      "description": "Target SERP",
      "tags": [
        "target-serp"
      ],
      "examples": []
    },
    {
      "id": "agentmail/agentmail",
      "name": "agentmail",
      "description": "Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).",
      "tags": [
        "agentmail"
      ],
      "examples": []
    },
    {
      "id": "brand-agency/brand-agency",
      "name": "brand-agency",
      "description": "Applies Agency brand colors and typography to artifacts including presentations, SVG graphics, documents, and web interfaces. This skill should be used when brand colors, visual formatting, neobrutali",
      "tags": [
        "brand-agency"
      ],
      "examples": []
    },
    {
      "id": "build-links/build-links",
      "name": "build-links",
      "description": "Build Links",
      "tags": [
        "build-links"
      ],
      "examples": []
    },
    {
      "id": "chroma/chroma",
      "name": "chroma",
      "description": "Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production c",
      "tags": [
        "chroma"
      ],
      "examples": []
    },
    {
      "id": "fastmcp/fastmcp",
      "name": "fastmcp",
      "description": "Build, test, inspect, install, and deploy MCP servers with FastMCP in Python. Use when creating a new MCP server, wrapping an API or database as MCP tools, exposing resources or prompts, or preparing ",
      "tags": [
        "fastmcp"
      ],
      "examples": []
    },
    {
      "id": "agent-browser/agent-browser",
      "name": "agent-browser",
      "description": "Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing,",
      "tags": [
        "agent-browser"
      ],
      "examples": []
    },
    {
      "id": "openhands/openhands",
      "name": "openhands",
      "description": "Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).",
      "tags": [
        "openhands"
      ],
      "examples": []
    },
    {
      "id": "blog-brief/blog-brief",
      "name": "blog-brief",
      "description": "Blog Brief Generator: Content Planning",
      "tags": [
        "blog-brief"
      ],
      "examples": []
    },
    {
      "id": "business-case-development/business-case-development",
      "name": "business-case-development",
      "description": "Business Case Development",
      "tags": [
        "business-case-development"
      ],
      "examples": []
    },
    {
      "id": "blog-google/blog-google",
      "name": "blog-google",
      "description": "Blog Google: Google API Data for Blog Performance",
      "tags": [
        "blog-google"
      ],
      "examples": []
    },
    {
      "id": "scrapling/scrapling",
      "name": "scrapling",
      "description": "Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.",
      "tags": [
        "scrapling"
      ],
      "examples": []
    },
    {
      "id": "optimize-for-ai/optimize-for-ai",
      "name": "optimize-for-ai",
      "description": "Optimize for AI",
      "tags": [
        "optimize-for-ai"
      ],
      "examples": []
    },
    {
      "id": "a2a-ecosystem/a2a-ecosystem",
      "name": "a2a-ecosystem",
      "description": "TiEQi-A2A 完整产品线：技术底座（A2A协议/Agent Card/SSH隧道）→ 产品交付（AI可见度仪表盘/客户专属Agent/JARVIS统一维护）→ 前台对话Agent演进（第三代主动式AI接待员，非Coze/PDA被动气泡）。产品定位=AI版百度统计，客户买的是\"我在AI世界被看到了多少次\"。包含JARVIS自愈体系（看门狗+备份+一键恢复）和迁移计划（笔记本→HK服务器）。角色",
      "tags": [
        "a2a-ecosystem"
      ],
      "examples": []
    },
    {
      "id": "site-factory/site-factory",
      "name": "site-factory",
      "description": "铁旗站点工厂系统设计 — PRD逻辑验证方法论 + 架构决策 + 已知陷阱 + 业务模型。当用户讨论铁旗AI建站、GEO优化、客户官网建设、系统架构设计时加载。",
      "tags": [
        "site-factory"
      ],
      "examples": []
    },
    {
      "id": "build-clusters/build-clusters",
      "name": "build-clusters",
      "description": "Build Clusters",
      "tags": [
        "build-clusters"
      ],
      "examples": []
    },
    {
      "id": "brand-analyzer/brand-analyzer",
      "name": "brand-analyzer",
      "description": "This skill should be used when the user requests brand analysis, brand guidelines creation, brand audits, or establishing brand identity and consistency standards. It provides comprehensive frameworks",
      "tags": [
        "brand-analyzer"
      ],
      "examples": []
    },
    {
      "id": "blog-schema/blog-schema",
      "name": "blog-schema",
      "description": "Blog Schema: JSON-LD Structured Data Generation",
      "tags": [
        "blog-schema"
      ],
      "examples": []
    },
    {
      "id": "rank-local/rank-local",
      "name": "rank-local",
      "description": "Rank Local",
      "tags": [
        "rank-local"
      ],
      "examples": []
    },
    {
      "id": "find-keywords/find-keywords",
      "name": "find-keywords",
      "description": "Find Keywords",
      "tags": [
        "find-keywords"
      ],
      "examples": []
    },
    {
      "id": "keyword-research/keyword-research",
      "name": "keyword-research",
      "description": "Use when the user asks to \"find keywords\", \"挖词\", or \"搜什么词\"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative cover",
      "tags": [
        "keyword-research"
      ],
      "examples": []
    },
    {
      "id": "blog-geo/blog-geo",
      "name": "blog-geo",
      "description": "Blog GEO: AI Citation Optimization Audit",
      "tags": [
        "blog-geo"
      ],
      "examples": []
    },
    {
      "id": "beat-competitors/beat-competitors",
      "name": "beat-competitors",
      "description": "Beat Competitors",
      "tags": [
        "beat-competitors"
      ],
      "examples": []
    },
    {
      "id": "firecrawl-agent/firecrawl-agent",
      "name": "firecrawl-agent",
      "description": "|",
      "tags": [
        "firecrawl-agent"
      ],
      "examples": []
    },
    {
      "id": "geo-patch-iis/geo-patch-iis",
      "name": "geo-patch-iis",
      "description": "Use when a 铁旗 IIS/ASP.NET client can't be found in AI search. Generates GEO patch package: robots.txt, sitemap.xml, llms.txt, fixed JSON-LD, meta tags, content strategy. Diagnose via browser + curl, g",
      "tags": [
        "geo-patch-iis"
      ],
      "examples": []
    },
    {
      "id": "tieqi/tieqi-ai-website",
      "name": "tieqi-ai-website",
      "description": "铁旗科技AI建站交付工作流 — 从零构建GEO优化级企业官网，含JSON-LD结构化数据、FAQ页面、多子站Nginx部署。适用于铁旗科技\"AI官网建设\"服务交付。",
      "tags": [
        "tieqi"
      ],
      "examples": []
    },
    {
      "id": "tieqi/tieqi-site-factory",
      "name": "tieqi-site-factory",
      "description": "铁旗AI智能官网 — 帮助1万家企业被AI搜索引擎推荐。单Flask多租户架构，运营操作为主。PRD位于docs/PRD.md。",
      "tags": [
        "tieqi"
      ],
      "examples": []
    },
    {
      "id": "tieqi/tieqi-product-design",
      "name": "tieqi-product-design",
      "description": "Design or refine product requirements, PRDs, architecture, and PADs for 铁旗 product lines. Use when BOSS discusses product features, system design, or when iterating on existing specs. Covers SaaS plat",
      "tags": [
        "tieqi"
      ],
      "examples": []
    },
    {
      "id": "competitor-analyzer/competitor-analyzer",
      "name": "competitor-analyzer",
      "description": "structured competitive analysis report with:",
      "tags": [
        "competitor-analyzer"
      ],
      "examples": []
    },
    {
      "id": "brand-operation/brand-operation",
      "name": "brand-operation",
      "description": "Use when operating a brand account on Xiaohongshu, managing official brand presence, building brand community, or scaling brand account growth and engagement",
      "tags": [
        "brand-operation"
      ],
      "examples": []
    },
    {
      "id": "audit-speed/audit-speed",
      "name": "audit-speed",
      "description": "Audit Speed",
      "tags": [
        "audit-speed"
      ],
      "examples": []
    },
    {
      "id": "whisper/whisper",
      "name": "whisper",
      "description": "OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model sizes from tiny (39M params) to large (1550M par",
      "tags": [
        "whisper"
      ],
      "examples": []
    },
    {
      "id": "honcho/honcho",
      "name": "honcho",
      "description": "Configure and use Honcho memory with Hermes -- cross-session user modeling, multi-profile peer isolation, observation config, dialectic reasoning, session summaries, and context budget enforcement. Us",
      "tags": [
        "honcho"
      ],
      "examples": []
    },
    {
      "id": "security/web-pentest",
      "name": "web-pentest",
      "description": "|",
      "tags": [
        "security"
      ],
      "examples": []
    },
    {
      "id": "competitor-analysis/competitor-analysis",
      "name": "competitor-analysis",
      "description": "Use when analyzing competing Xiaohongshu accounts, learning from successful creators in your niche, identifying content gaps and differentiation opportunities, benchmarking performance against competi",
      "tags": [
        "competitor-analysis"
      ],
      "examples": []
    },
    {
      "id": "blog-write/blog-write",
      "name": "blog-write",
      "description": "Blog Writer: New Article Generation",
      "tags": [
        "blog-write"
      ],
      "examples": []
    },
    {
      "id": "sherlock/sherlock",
      "name": "sherlock",
      "description": "OSINT username search across 400+ social networks. Hunt down social media accounts by username.",
      "tags": [
        "sherlock"
      ],
      "examples": []
    },
    {
      "id": "a2a-agent/a2a-agent",
      "name": "a2a-agent",
      "description": "-",
      "tags": [
        "a2a-agent"
      ],
      "examples": []
    },
    {
      "id": "comps-analysis/comps-analysis",
      "name": "comps-analysis",
      "description": "|",
      "tags": [
        "comps-analysis"
      ],
      "examples": []
    },
    {
      "id": "domain-intel/domain-intel",
      "name": "domain-intel",
      "description": "Passive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain analysis. No API keys ",
      "tags": [
        "domain-intel"
      ],
      "examples": []
    },
    {
      "id": "subagent-driven-development/subagent-driven-development",
      "name": "subagent-driven-development",
      "description": "Use when executing implementation plans with independent tasks in the current session",
      "tags": [
        "subagent-driven-development"
      ],
      "examples": []
    }
  ],
  "security_schemes": {},
  "security_requirements": []
}