{
  "version": "1.0.0",
  "repository": "https://github.com/Heretek-AI/Agent-Builder",
  "registry_url": "https://heretek-ai.github.io/Agent-Builder/registry.json",
  "generated_at": "2026-10-20T21:23:20.933Z",
  "stats": {
    "total": 66,
    "by_kind": {
      "agent": 4,
      "design-md": 3,
      "mcp-server": 8,
      "plugin": 15,
      "prompt": 3,
      "skill": 33
    },
    "by_category": {
      "agents/coding-specialists": 1,
      "agents/design-frontend": 1,
      "agents/devops-data": 1,
      "agents/security-auditors": 1,
      "design-md/ai-dev-tools": 1,
      "design-md/fintech-consumer": 1,
      "design-md/saas-productivity": 1,
      "mcp-servers/browser-web": 1,
      "mcp-servers/cloud-devops": 1,
      "mcp-servers/databases": 1,
      "mcp-servers/design-ui": 1,
      "mcp-servers/filesystem-shell": 1,
      "mcp-servers/git-repos": 1,
      "mcp-servers/knowledge-productivity": 1,
      "mcp-servers/security-re": 1,
      "plugins/claude-code": 3,
      "plugins/codex": 2,
      "plugins/cross-harness": 4,
      "plugins/cursor-windsurf": 1,
      "plugins/gemini-cli": 1,
      "plugins/opencode": 4,
      "prompts/coding-architecture": 1,
      "prompts/product-design": 1,
      "prompts/security-research": 1,
      "skills/coding/c-cpp": 1,
      "skills/coding/go": 1,
      "skills/coding/jvm-dotnet": 1,
      "skills/coding/lua": 1,
      "skills/coding/python": 2,
      "skills/coding/rust": 1,
      "skills/coding/shell-cli": 1,
      "skills/coding/sql-databases": 1,
      "skills/coding/typescript-js": 1,
      "skills/coding/zig-systems": 1,
      "skills/cybersecurity/cloud-devsecops": 1,
      "skills/cybersecurity/dfir-threat-intel": 1,
      "skills/cybersecurity/malware-analysis": 1,
      "skills/cybersecurity/reverse-engineering": 1,
      "skills/cybersecurity/security-auditing": 1,
      "skills/cybersecurity/web-network-pentesting": 1,
      "skills/data-ai/agent-orchestration": 1,
      "skills/data-ai/ml-scientific": 1,
      "skills/data-ai/rag-memory": 1,
      "skills/design/desktop-cross-platform": 1,
      "skills/design/desktop-linux": 1,
      "skills/design/desktop-macos": 1,
      "skills/design/desktop-windows": 1,
      "skills/design/mobile-android": 1,
      "skills/design/mobile-cross-platform": 1,
      "skills/design/mobile-ios": 1,
      "skills/design/webui": 1,
      "skills/devops-cloud/ci-cd-observability": 1,
      "skills/devops-cloud/containers-k8s": 1,
      "skills/devops-cloud/iac-terraform": 1,
      "skills/testing-qa/browser-e2e": 1,
      "skills/testing-qa/unit-property": 1
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    "by_harness": {
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      "universal": 43,
      "claude-code": 26,
      "codex": 8,
      "cursor": 1,
      "windsurf": 1,
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  },
  "taxonomy": {
    "version": "1.0.0",
    "harnesses": [
      {
        "id": "opencode",
        "name": "OpenCode",
        "config_files": [
          "opencode.json",
          "opencode.jsonc",
          ".opencode/agent/*.md"
        ]
      },
      {
        "id": "claude-code",
        "name": "Claude Code",
        "config_files": [
          ".claude.json",
          ".mcp.json",
          ".claude/agents/*.md",
          "CLAUDE.md"
        ]
      },
      {
        "id": "codex",
        "name": "Codex CLI",
        "config_files": [
          "config.toml",
          ".agents/skills/*/SKILL.md",
          "AGENTS.md"
        ]
      },
      {
        "id": "gemini-cli",
        "name": "Gemini CLI",
        "config_files": [
          ".gemini/settings.json",
          "GEMINI.md"
        ]
      },
      {
        "id": "cursor",
        "name": "Cursor",
        "config_files": [
          ".cursor/mcp.json",
          ".cursor/rules/*.mdc"
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      },
      {
        "id": "windsurf",
        "name": "Windsurf",
        "config_files": [
          ".windsurf/skills/*",
          ".windsurfrules"
        ]
      },
      {
        "id": "copilot",
        "name": "GitHub Copilot",
        "config_files": [
          ".github/copilot-instructions.md"
        ]
      },
      {
        "id": "universal",
        "name": "Universal / Multi-Harness",
        "config_files": [
          "AGENTS.md",
          "SKILL.md",
          "DESIGN.md"
        ]
      }
    ],
    "categories": [
      {
        "id": "plugins",
        "title": "1. Plugins & Extensions (By Harness)",
        "description": "Native harness plugins, lifecycle hooks, memory extensions, and statuslines.",
        "children": [
          {
            "id": "plugins/opencode",
            "title": "OpenCode Plugins",
            "description": "OpenCode v1 & v2 plugins, custom tools, and session hooks."
          },
          {
            "id": "plugins/claude-code",
            "title": "Claude Code Plugins",
            "description": "Claude Code slash-command bundles, hook scripts, and marketplace plugins."
          },
          {
            "id": "plugins/codex",
            "title": "Codex Plugins & Extensions",
            "description": "Codex CLI wrappers, sandbox profiles, and orchestration extensions."
          },
          {
            "id": "plugins/gemini-cli",
            "title": "Gemini CLI Extensions",
            "description": "Extensions and tool bridges for Gemini CLI."
          },
          {
            "id": "plugins/cursor-windsurf",
            "title": "Cursor & Windsurf Extensions",
            "description": "IDE-integrated agent plugins and rule packs."
          },
          {
            "id": "plugins/cross-harness",
            "title": "Cross-Harness Bridges & Multiplexers",
            "description": "Multi-agent routers, harness adapters, and cross-provider bridges."
          }
        ]
      },
      {
        "id": "skills",
        "title": "2. Agent Skills (By Subject & Domain)",
        "description": "Installable SKILL.md playbooks and domain-specific instruction bundles.",
        "children": [
          {
            "id": "skills/coding",
            "title": "2.1 Coding & Programming Languages",
            "children": [
              {
                "id": "skills/coding/c-cpp",
                "title": "C & C++",
                "description": "Modern C++20/23, CMake, embedded C, memory safety, and sanitizer workflows."
              },
              {
                "id": "skills/coding/rust",
                "title": "Rust",
                "description": "Cargo workspaces, unsafe auditing, async Tokio, lifetime refactoring, and FFI."
              },
              {
                "id": "skills/coding/lua",
                "title": "Lua & Neovim / Game Scripting",
                "description": "LuaJIT, Neovim plugin development, LÖVE2D, and embedded Lua scripting."
              },
              {
                "id": "skills/coding/python",
                "title": "Python",
                "description": "Asyncio, Pydantic, packaging (uv/poetry), type-checking, and FastAPI services."
              },
              {
                "id": "skills/coding/typescript-js",
                "title": "TypeScript & JavaScript",
                "description": "Node.js, Bun, Deno, strict TypeScript type-level programming, and ESM bundling."
              },
              {
                "id": "skills/coding/go",
                "title": "Go (Golang)",
                "description": "Concurrent Go services, gRPC, profiling, and zero-allocation patterns."
              },
              {
                "id": "skills/coding/zig-systems",
                "title": "Zig & Low-Level Systems",
                "description": "Zig build system, custom allocators, bare-metal, and OS kernel development."
              },
              {
                "id": "skills/coding/jvm-dotnet",
                "title": "Java, Kotlin & C# (.NET)",
                "description": "JVM performance, Spring/Ktor, .NET Core, and enterprise backend patterns."
              },
              {
                "id": "skills/coding/sql-databases",
                "title": "SQL & Database Engineering",
                "description": "PostgreSQL, ClickHouse, SQLite, query optimization, and schema migrations."
              },
              {
                "id": "skills/coding/shell-cli",
                "title": "Shell, Bash & CLI Tooling",
                "description": "POSIX shell, Zsh, PowerShell, and TUI/CLI ergonomics."
              }
            ]
          },
          {
            "id": "skills/design",
            "title": "2.2 Design, UI/UX & Client Platforms",
            "children": [
              {
                "id": "skills/design/webui",
                "title": "WebUI & Frontend Frameworks",
                "description": "React, Next.js, Vue, Svelte, Tailwind CSS, accessibility (WCAG), and motion design."
              },
              {
                "id": "skills/design/desktop-windows",
                "title": "Desktop Apps — Windows",
                "description": "WinUI 3, WPF, Win32 COM automation, and Windows installer packaging."
              },
              {
                "id": "skills/design/desktop-macos",
                "title": "Desktop Apps — macOS",
                "description": "AppKit, SwiftUI for macOS, AppleScript/JXA automation, and notarization."
              },
              {
                "id": "skills/design/desktop-linux",
                "title": "Desktop Apps — Linux",
                "description": "GTK4, Qt/QML, Wayland/X11 compositors, Flatpak, and systemd desktop integration."
              },
              {
                "id": "skills/design/desktop-cross-platform",
                "title": "Desktop Apps — Cross-Platform",
                "description": "Tauri, Electron, Flutter Desktop, and Dear ImGui."
              },
              {
                "id": "skills/design/mobile-android",
                "title": "Mobile — Android",
                "description": "Jetpack Compose, Kotlin Android SDK, ADB automation, and Gradle build tuning."
              },
              {
                "id": "skills/design/mobile-ios",
                "title": "Mobile — iOS & iPadOS",
                "description": "SwiftUI, UIKit, Xcode build pipelines, XCUITest, and TestFlight workflows."
              },
              {
                "id": "skills/design/mobile-cross-platform",
                "title": "Mobile — Cross-Platform",
                "description": "React Native, Expo, and Flutter mobile patterns."
              }
            ]
          },
          {
            "id": "skills/cybersecurity",
            "title": "2.3 CyberSecurity & Assurance",
            "children": [
              {
                "id": "skills/cybersecurity/reverse-engineering",
                "title": "Reverse Engineering",
                "description": "Ghidra, IDA Pro, Binary Ninja, radare2/rizin, firmware unpacking, and protocol decompilation."
              },
              {
                "id": "skills/cybersecurity/malware-analysis",
                "title": "Malware Analysis & Triage",
                "description": "Static/dynamic binary triage, YARA rule authoring, deobfuscation, and sandbox detonation analysis."
              },
              {
                "id": "skills/cybersecurity/security-auditing",
                "title": "Security Auditing & Code Review",
                "description": "SAST/DAST triage, threat modeling, smart contract auditing, and differential vulnerability discovery."
              },
              {
                "id": "skills/cybersecurity/web-network-pentesting",
                "title": "Web, API & Network Pentesting",
                "description": "Authorized offensive testing, Burp Suite workflows, SSRF/IDOR auditing, and protocol fuzzing."
              },
              {
                "id": "skills/cybersecurity/cloud-devsecops",
                "title": "Cloud Security, Supply Chain & Hardening",
                "description": "IAM least-privilege, container hardening, SBOM/cosign verification, and secret scanning."
              },
              {
                "id": "skills/cybersecurity/dfir-threat-intel",
                "title": "DFIR & Threat Intelligence",
                "description": "Log forensics, incident response playbooks, OSINT, and detection engineering."
              }
            ]
          },
          {
            "id": "skills/devops-cloud",
            "title": "2.4 DevOps, Cloud & Infrastructure",
            "children": [
              {
                "id": "skills/devops-cloud/containers-k8s",
                "title": "Docker, Kubernetes & Service Mesh",
                "description": "Container builds, Helm, Kubernetes operators, and cluster debugging."
              },
              {
                "id": "skills/devops-cloud/iac-terraform",
                "title": "Terraform, OpenTofu & Cloud IaC",
                "description": "AWS, GCP, Azure, Cloudflare Workers, and declarative infrastructure modules."
              },
              {
                "id": "skills/devops-cloud/ci-cd-observability",
                "title": "CI/CD Pipelines & Observability",
                "description": "GitHub Actions, GitLab CI, OpenTelemetry, Prometheus, and incident runbooks."
              }
            ]
          },
          {
            "id": "skills/data-ai",
            "title": "2.5 AI Engineering, RAG & Data Science",
            "children": [
              {
                "id": "skills/data-ai/agent-orchestration",
                "title": "Agent Architecture & Orchestration",
                "description": "Subagent planning, context compaction, evaluation harnesses, and MCP authoring."
              },
              {
                "id": "skills/data-ai/rag-memory",
                "title": "RAG, Vector Search & Knowledge Graphs",
                "description": "Hybrid retrieval, chunking, embeddings, and persistent agent memory."
              },
              {
                "id": "skills/data-ai/ml-scientific",
                "title": "ML Training, Fine-Tuning & Science",
                "description": "LoRA/TRL fine-tuning, benchmark evaluation, bioinformatics, and geospatial analysis."
              }
            ]
          },
          {
            "id": "skills/testing-qa",
            "title": "2.6 Testing, QA & Verification",
            "children": [
              {
                "id": "skills/testing-qa/browser-e2e",
                "title": "Browser & E2E Automation",
                "description": "Playwright, Cypress, Selenium, and visual regression verification."
              },
              {
                "id": "skills/testing-qa/unit-property",
                "title": "Unit, Integration & Property Testing",
                "description": "Test generation, mutation testing, fuzzing, and deterministic fixtures."
              }
            ]
          }
        ]
      },
      {
        "id": "mcp-servers",
        "title": "3. MCP Tools & Servers",
        "description": "Model Context Protocol servers with introspected tool names for fine-grained per-agent scoping.",
        "children": [
          {
            "id": "mcp-servers/filesystem-shell",
            "title": "Filesystem, Terminal & OS Automation",
            "description": "Local file operations, sandboxed command execution, and desktop automation."
          },
          {
            "id": "mcp-servers/git-repos",
            "title": "Git, GitHub & Code Intelligence",
            "description": "Repository management, PR workflows, AST search, and LSP bridges."
          },
          {
            "id": "mcp-servers/databases",
            "title": "Databases & Data Warehouses",
            "description": "PostgreSQL, SQLite, ClickHouse, Supabase, Neon, and Redis MCP connectors."
          },
          {
            "id": "mcp-servers/browser-web",
            "title": "Browser Automation, Search & Scraping",
            "description": "Playwright, Chrome CDP, Firecrawl, Crawlbase, and SerpApi MCP servers."
          },
          {
            "id": "mcp-servers/security-re",
            "title": "Security, Reverse Engineering & Analysis",
            "description": "Ghidra MCP, binary analysis, vulnerability scanners, and log auditing servers."
          },
          {
            "id": "mcp-servers/design-ui",
            "title": "Design, Figma & UI Tooling",
            "description": "Figma, Stitch, Storybook, and screenshot diffing MCP servers."
          },
          {
            "id": "mcp-servers/cloud-devops",
            "title": "Cloud, Containers & Observability",
            "description": "Cloudflare, Kubernetes, Docker, Sentry, and Datadog MCP servers."
          },
          {
            "id": "mcp-servers/knowledge-productivity",
            "title": "Knowledge Bases, Docs & Comms",
            "description": "Obsidian, Notion, NotebookLM, Slack, and Google Workspace MCP servers."
          }
        ]
      },
      {
        "id": "design-md",
        "title": "4. DESIGN.md Systems",
        "description": "Drop-in DESIGN.md brand and UI system specs (inspired by Google Stitch & VoltAgent/awesome-design-md).",
        "children": [
          {
            "id": "design-md/ai-dev-tools",
            "title": "AI Platforms & Developer Tools",
            "description": "Terminal-first, dark-mode, and high-contrast engineering design systems."
          },
          {
            "id": "design-md/saas-productivity",
            "title": "SaaS, Dashboards & Productivity",
            "description": "Clean editorial workspaces, data-dense analytics, and collaborative UI systems."
          },
          {
            "id": "design-md/fintech-consumer",
            "title": "Fintech, Media & Consumer Brands",
            "description": "High-trust financial interfaces, editorial media, and consumer web aesthetics."
          }
        ]
      },
      {
        "id": "prompts",
        "title": "5. System Prompts & Personas",
        "description": "Curated system prompts, meta-prompts, and reasoning workflows.",
        "children": [
          {
            "id": "prompts/coding-architecture",
            "title": "Software Architecture & Code Review Prompts",
            "description": "System prompts for refactoring, architecture critique, and spec authoring."
          },
          {
            "id": "prompts/security-research",
            "title": "Security & Adversarial Audit Prompts",
            "description": "Red-team, threat-modeling, and multi-subagent code audit prompts."
          },
          {
            "id": "prompts/product-design",
            "title": "Product, UI/UX & Technical Writing Prompts",
            "description": "Design critique, documentation, and specification interview prompts."
          }
        ]
      },
      {
        "id": "agents",
        "title": "6. Complete Agent Presets & Multi-Agent Teams",
        "description": "Ready-to-run scoped agent configurations combining a prompt, allowed skills, and scoped MCP tools.",
        "children": [
          {
            "id": "agents/coding-specialists",
            "title": "Language & Stack Specialist Agents",
            "description": "Pre-scoped Rust, C++, Python, and Full-Stack subagents."
          },
          {
            "id": "agents/security-auditors",
            "title": "Security, RE & Malware Triage Agents",
            "description": "Least-privilege security auditing and reverse-engineering agents."
          },
          {
            "id": "agents/design-frontend",
            "title": "UI/UX & Cross-Platform Design Agents",
            "description": "Frontend, desktop, and mobile UI builder agents paired with DESIGN.md specs."
          },
          {
            "id": "agents/devops-data",
            "title": "DevOps, Database & Research Agents",
            "description": "Read-only database auditors, SRE responders, and deep-research teams."
          }
        ]
      }
    ]
  },
  "entries": [
    {
      "id": "fullstack-polyglot-agent",
      "name": "Full-Stack Polyglot Agent",
      "repo": "https://github.com/Shubhamsaboo/awesome-llm-apps",
      "tagline": "Pre-scoped Python/TS/Go coding specialist with GitHub MCP.",
      "description": "Ready-to-run coding specialist agent combining Python, TypeScript, and Go skills with scoped GitHub MCP tools for full-stack feature work.",
      "kind": "agent",
      "category": "agents/coding-specialists",
      "harnesses": [
        "opencode"
      ],
      "agent_preset": {
        "mode": "subagent",
        "model": "anthropic/claude-sonnet-4-5",
        "prompt": "Implement full-stack features across Python, TypeScript, and Go services with tested, reviewed changes.",
        "skills": [
          "python-fastapi-service",
          "typescript-strict-patterns",
          "go-concurrent-services"
        ],
        "mcp_selections": [
          {
            "server": "github",
            "tools": [
              "get_pull_request",
              "search_repositories"
            ]
          }
        ]
      },
      "tags": [
        "fullstack",
        "coding"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by Shubhamsaboo/awesome-llm-apps (Apache-2.0)."
    },
    {
      "id": "frontend-design-agent",
      "name": "Frontend Design Agent",
      "repo": "https://github.com/VoltAgent/awesome-design-md",
      "tagline": "UI builder agent pairing WebUI skills with Figma MCP.",
      "description": "Ready-to-run design agent combining WebUI frontend skills and SaaS dashboard DESIGN.md specs with scoped Figma MCP tools.",
      "kind": "agent",
      "category": "agents/design-frontend",
      "harnesses": [
        "opencode"
      ],
      "agent_preset": {
        "mode": "subagent",
        "model": "anthropic/claude-sonnet-4-5",
        "prompt": "Build accessible, responsive UI from the DESIGN.md spec, verifying against Figma context.",
        "skills": [
          "webui-frontend-patterns",
          "playwright-e2e-patterns"
        ],
        "mcp_selections": [
          {
            "server": "figma",
            "tools": [
              "get_figma_file",
              "render_images"
            ]
          }
        ]
      },
      "tags": [
        "frontend",
        "design"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by VoltAgent/awesome-design-md (MIT)."
    },
    {
      "id": "sre-database-agent",
      "name": "SRE Database Responder Agent",
      "repo": "https://github.com/open-telemetry/opentelemetry-collector",
      "tagline": "Read-only K8s and Postgres responder with SQL audit skills.",
      "description": "Ready-to-run DevOps/data agent combining CI observability runbooks and SQL audit skills with read-only Kubernetes and Postgres MCP tools.",
      "kind": "agent",
      "category": "agents/devops-data",
      "harnesses": [
        "opencode"
      ],
      "agent_preset": {
        "mode": "subagent",
        "model": "anthropic/claude-sonnet-4-5",
        "prompt": "Respond to database and cluster incidents using read-only inspection; never mutate state.",
        "skills": [
          "sql-query-optimization",
          "ci-observability-runbooks"
        ],
        "mcp_selections": [
          {
            "server": "k8s",
            "tools": [
              "kubectl_get",
              "kubectl_logs"
            ]
          },
          {
            "server": "postgres-prod",
            "tools": [
              "execute_query",
              "list_tables"
            ]
          }
        ]
      },
      "tags": [
        "sre",
        "database",
        "read-only"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by open-telemetry/opentelemetry-collector (Apache-2.0)."
    },
    {
      "id": "db-security-auditor",
      "name": "DB Security Auditor Agent",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Least-privilege database security auditor agent.",
      "description": "A ready-to-run scoped agent preset combining SQL audit skills with a read-only Postgres MCP tool selection for injection and privilege-escalation review.",
      "kind": "agent",
      "category": "agents/security-auditors",
      "harnesses": [
        "opencode"
      ],
      "agent_preset": {
        "mode": "subagent",
        "model": "anthropic/claude-sonnet-4-5",
        "prompt": "Audit SQL queries and schema migrations for injection and privilege escalation.",
        "skills": [
          "rust-secure-coding",
          "secure-code-audit"
        ],
        "mcp_selections": [
          {
            "server": "postgres-prod",
            "tools": [
              "execute_query",
              "list_tables"
            ]
          }
        ]
      },
      "tags": [
        "security",
        "postgres"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "terminal-dev-design",
      "name": "Terminal Dev Design System",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Terminal-first dark-mode DESIGN.md for dev tools.",
      "description": "A drop-in DESIGN.md brand system for AI developer tools with terminal-first dark-mode palettes, high-contrast type, and dense engineering layouts.",
      "kind": "design-md",
      "category": "design-md/ai-dev-tools",
      "harnesses": [
        "universal"
      ],
      "tags": [
        "dark-mode",
        "design-system"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "fintech-editorial-design",
      "name": "Fintech Editorial DESIGN.md",
      "repo": "https://github.com/VoltAgent/awesome-design-md",
      "path": "design-md/fintech",
      "tagline": "High-trust financial interfaces and editorial media specs.",
      "description": "DESIGN.md brand system for fintech and consumer brands: high-trust financial UI, editorial media layouts, and consumer web aesthetics from VoltAgent/awesome-design-md (MIT).",
      "kind": "design-md",
      "category": "design-md/fintech-consumer",
      "harnesses": [
        "universal"
      ],
      "tags": [
        "fintech",
        "editorial",
        "design-system"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; upstream VoltAgent/awesome-design-md (MIT)."
    },
    {
      "id": "saas-dashboard-design",
      "name": "SaaS Dashboard DESIGN.md",
      "repo": "https://github.com/VoltAgent/awesome-design-md",
      "tagline": "Clean editorial dashboards and analytics workspace specs.",
      "description": "DESIGN.md brand system for SaaS dashboards: data-dense analytics layouts, editorial workspaces, and collaborative UI tokens from VoltAgent/awesome-design-md (MIT).",
      "kind": "design-md",
      "category": "design-md/saas-productivity",
      "harnesses": [
        "universal"
      ],
      "tags": [
        "saas",
        "dashboard",
        "design-system"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; upstream VoltAgent/awesome-design-md (MIT)."
    },
    {
      "id": "firecrawl-scrape-mcp",
      "name": "Firecrawl Scrape MCP Server",
      "repo": "https://github.com/mendableai/firecrawl-mcp-server",
      "tagline": "Search, scrape, and crawl the web from agents via MCP.",
      "description": "Firecrawl MCP server: web search, page scraping, and site crawling tools for research and browser-automation agents.",
      "kind": "mcp-server",
      "category": "mcp-servers/browser-web",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "firecrawl",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "firecrawl-mcp"
        ],
        "tools": [
          "firecrawl_scrape",
          "firecrawl_search",
          "firecrawl_crawl"
        ]
      },
      "tags": [
        "scraping",
        "search",
        "browser"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by mendableai/firecrawl-mcp-server (MIT)."
    },
    {
      "id": "k8s-observe-mcp",
      "name": "Kubernetes Observability MCP Server",
      "repo": "https://github.com/Flux159/mcp-server-kubernetes",
      "tagline": "Cluster inspection: pods, deployments, and logs over MCP.",
      "description": "Kubernetes MCP server: pod/deployment listing and log retrieval tools for SRE responder agents with read-only cluster scope.",
      "kind": "mcp-server",
      "category": "mcp-servers/cloud-devops",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "k8s",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "mcp-server-kubernetes"
        ],
        "tools": [
          "kubectl_get",
          "kubectl_describe",
          "kubectl_logs"
        ]
      },
      "tags": [
        "kubernetes",
        "observability"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by Flux159/mcp-server-kubernetes (MIT)."
    },
    {
      "id": "postgres-mcp-connector",
      "name": "Postgres MCP Connector",
      "repo": "https://github.com/kristofer84/mcp-postgres",
      "tagline": "Read-only Postgres MCP server with audited tools.",
      "description": "An MCP server connector for PostgreSQL exposing query, list-tables, and schema inspection tools for least-privilege database agents.",
      "kind": "mcp-server",
      "category": "mcp-servers/databases",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "postgres-prod",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "mcp-postgres"
        ],
        "tools": [
          "execute_query",
          "list_tables",
          "describe_table"
        ],
        "resources": [
          "schema"
        ]
      },
      "tags": [
        "postgres",
        "sql"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by kristofer84/mcp-postgres (MIT).",
      "synthetic": false
    },
    {
      "id": "figma-design-mcp",
      "name": "Figma Design MCP Server",
      "repo": "https://github.com/planetabhi/figma-mcp-server",
      "tagline": "Design context, components, and screenshots from Figma.",
      "description": "Figma MCP server: design-context extraction, component listing, and screenshot tooling pairing UI builder agents with live specs.",
      "kind": "mcp-server",
      "category": "mcp-servers/design-ui",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "figma",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "figma-mcp-server"
        ],
        "tools": [
          "get_figma_file",
          "render_images",
          "list_components"
        ]
      },
      "tags": [
        "figma",
        "design"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by planetabhi/figma-mcp-server (npm license MIT; repo declares Other — see REMEDIATION_LOG Stage 2)."
    },
    {
      "id": "filesystem-shell-mcp",
      "name": "Filesystem & Shell MCP Server",
      "repo": "https://github.com/modelcontextprotocol/servers",
      "path": "src/filesystem",
      "tagline": "Sandboxed file operations and command execution over MCP.",
      "description": "Official MCP filesystem server: sandboxed file read/write, directory listing, and controlled command execution for OS automation agents.",
      "kind": "mcp-server",
      "category": "mcp-servers/filesystem-shell",
      "harnesses": [
        "opencode",
        "claude-code",
        "codex"
      ],
      "mcp": {
        "server_name": "filesystem",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "@modelcontextprotocol/server-filesystem",
          "/tmp"
        ],
        "tools": [
          "read_file",
          "write_file",
          "list_directory"
        ]
      },
      "tags": [
        "filesystem",
        "shell"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by modelcontextprotocol/servers (MIT)."
    },
    {
      "id": "github-code-intel-mcp",
      "name": "GitHub Code Intelligence MCP Server",
      "repo": "https://github.com/modelcontextprotocol/servers",
      "path": "src/github",
      "tagline": "Repo, PR, and issue workflows over MCP with real tool names.",
      "description": "Official MCP GitHub server: repository management, PR review workflows, issue triage, and commit search for code-intelligence agents.",
      "kind": "mcp-server",
      "category": "mcp-servers/git-repos",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "github",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "@modelcontextprotocol/server-github"
        ],
        "tools": [
          "get_pull_request",
          "create_issue",
          "search_repositories",
          "list_commits"
        ]
      },
      "tags": [
        "github",
        "git",
        "pr"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by modelcontextprotocol/servers (MIT)."
    },
    {
      "id": "notion-knowledge-mcp",
      "name": "Notion Knowledge MCP Server",
      "repo": "https://github.com/makenotion/notion-mcp-server",
      "tagline": "Docs and knowledge-base search over MCP.",
      "description": "Notion MCP server: page search, page retrieval, and page creation tools for knowledge-base and productivity agents.",
      "kind": "mcp-server",
      "category": "mcp-servers/knowledge-productivity",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "notion",
        "transport": "stdio",
        "command": "npx",
        "args": [
          "-y",
          "@notionhq/notion-mcp-server"
        ],
        "tools": [
          "API-post-search",
          "API-retrieve-a-page",
          "API-post-page"
        ]
      },
      "tags": [
        "notion",
        "knowledge"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by makenotion/notion-mcp-server (MIT)."
    },
    {
      "id": "ghidra-re-mcp",
      "name": "Ghidra RE MCP Server",
      "repo": "https://github.com/LaurieWired/GhidraMCP",
      "tagline": "Binary analysis via Ghidra: functions, strings, decompilation.",
      "description": "GhidraMCP bridge: function listing, string extraction, and decompilation tools exposing reverse-engineering capability to agents.",
      "kind": "mcp-server",
      "category": "mcp-servers/security-re",
      "harnesses": [
        "opencode",
        "claude-code"
      ],
      "mcp": {
        "server_name": "ghidra",
        "transport": "stdio",
        "command": "python3",
        "args": [
          "-m",
          "ghidramcp"
        ],
        "tools": [
          "list_functions",
          "decompile_function",
          "list_strings"
        ]
      },
      "tags": [
        "ghidra",
        "reverse-engineering"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by LaurieWired/GhidraMCP (MIT)."
    },
    {
      "id": "claude-code-resources",
      "name": "Awesome Claude Code Resources",
      "repo": "https://github.com/hesreallyhim/awesome-claude-code",
      "tagline": "Community catalog of Claude Code commands, agents, and hooks.",
      "description": "The hesreallyhim/awesome-claude-code community catalog (CC0-1.0/MIT per resource) of slash-command bundles, subagent definitions, hook scripts, and marketplace plugins.",
      "kind": "plugin",
      "category": "plugins/claude-code",
      "harnesses": [
        "claude-code"
      ],
      "tags": [
        "awesome-list",
        "upstream"
      ],
      "license": "CC0-1.0",
      "source_attribution": "Curated for Agent-Builder; upstream hesreallyhim/awesome-claude-code (CC0-1.0/MIT)."
    },
    {
      "id": "claude-code-runtime",
      "name": "Claude Code Runtime",
      "repo": "https://github.com/anthropics/claude-code",
      "tagline": "Official Claude Code CLI: slash commands, hooks, and MCP support.",
      "description": "The official anthropics/claude-code runtime covering slash-command bundles, hook scripts, marketplace plugins, and .mcp.json server wiring for Claude Code agents.",
      "kind": "plugin",
      "category": "plugins/claude-code",
      "harnesses": [
        "claude-code"
      ],
      "tags": [
        "runtime",
        "slash-commands",
        "hooks"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by anthropics/claude-code."
    },
    {
      "id": "claude-slash-bundle",
      "name": "Claude Code Slash Bundle",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Slash-command bundle and hook scripts for Claude Code.",
      "description": "A Claude Code marketplace plugin bundling slash commands, hook scripts, and agent instructions for code review workflows.",
      "kind": "plugin",
      "category": "plugins/claude-code",
      "harnesses": [
        "claude-code"
      ],
      "tags": [
        "slash-commands",
        "hooks"
      ],
      "installation": "Install via Claude Code marketplace.",
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "codex-cli-runtime",
      "name": "Codex CLI Runtime",
      "repo": "https://github.com/openai/codex",
      "tagline": "Official Codex CLI: sandbox profiles and skill wiring.",
      "description": "The official openai/codex CLI runtime covering config.toml sandbox profiles, AGENTS.md skill wiring, and orchestration extensions for Codex agents.",
      "kind": "plugin",
      "category": "plugins/codex",
      "harnesses": [
        "codex"
      ],
      "tags": [
        "runtime",
        "sandbox"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by openai/codex."
    },
    {
      "id": "codex-orchestrator-ext",
      "name": "Codex Orchestrator Extension",
      "repo": "https://github.com/openai/codex",
      "path": "docs/config.md",
      "tagline": "Multi-step orchestration profiles for Codex CLI sessions.",
      "description": "Orchestration-oriented Codex CLI configuration patterns (approval policies, sandbox workspaces, mcp_servers blocks) for running scoped multi-step coding sessions.",
      "kind": "plugin",
      "category": "plugins/codex",
      "harnesses": [
        "codex"
      ],
      "tags": [
        "orchestration",
        "config"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by openai/codex docs."
    },
    {
      "id": "harness-adapter-kit",
      "name": "Harness Adapter Kit",
      "repo": "https://github.com/anomalyco/opencode",
      "path": "packages/opencode/src/plugin",
      "tagline": "Adapter patterns for running one agent across harnesses.",
      "description": "Adapter patterns derived from the anomalyco/opencode plugin surface for running a single agent recipe across OpenCode, Claude Code, and Codex via shared SKILL.md and MCP contracts.",
      "kind": "plugin",
      "category": "plugins/cross-harness",
      "harnesses": [
        "opencode",
        "claude-code",
        "codex",
        "universal"
      ],
      "tags": [
        "adapter",
        "multi-harness"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by anomalyco/opencode plugin docs (MIT)."
    },
    {
      "id": "litellm-router-bridge",
      "name": "LiteLLM Router Bridge",
      "repo": "https://github.com/BerriAI/litellm",
      "tagline": "Multi-provider LLM router bridging harnesses to 100+ models.",
      "description": "BerriAI/litellm (Apache-2.0) as a cross-harness bridge: one OpenAI-compatible gateway routing agent harnesses to 100+ providers with fallbacks and spend tracking.",
      "kind": "plugin",
      "category": "plugins/cross-harness",
      "harnesses": [
        "opencode",
        "claude-code",
        "codex",
        "universal"
      ],
      "tags": [
        "router",
        "gateway",
        "multi-provider"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by BerriAI/litellm (Apache-2.0)."
    },
    {
      "id": "pi-coding-agent",
      "name": "Pi Coding Agent Harness",
      "repo": "https://github.com/earendil-works/pi",
      "path": "packages/coding-agent",
      "npm": "@earendil-works/pi-coding-agent",
      "homepage": "https://pi.dev",
      "tagline": "Minimal, extensible terminal AI coding agent harness with Codemode & MCP.",
      "description": "Earendil Works' minimal, extensible coding agent CLI and SDK featuring unified multi-provider LLM routing, QuickJS Codemode tool orchestration, streamable HTTP/stdio MCP tool exposure, and differential terminal UI rendering.",
      "kind": "plugin",
      "category": "plugins/cross-harness",
      "harnesses": [
        "opencode",
        "claude-code",
        "codex",
        "universal"
      ],
      "languages": [
        "typescript"
      ],
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "tags": [
        "pi",
        "codemode",
        "mcp",
        "agent-harness"
      ],
      "license": "MIT",
      "source_attribution": "Curated from earendil-works/pi (MIT)."
    },
    {
      "id": "pi-review-extension",
      "name": "Pi Code Review Extension",
      "repo": "https://github.com/earendil-works/pi-review",
      "tagline": "Practical /review and /end-review workflow extension for Pi.",
      "description": "Official Earendil Works code review workflow package for Pi adding structured /review and /end-review slash commands for interactive branch and diff auditing.",
      "kind": "plugin",
      "category": "plugins/cross-harness",
      "harnesses": [
        "universal"
      ],
      "languages": [
        "typescript"
      ],
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "tags": [
        "pi",
        "code-review",
        "extension"
      ],
      "license": "MIT",
      "source_attribution": "Curated from earendil-works/pi-review (MIT)."
    },
    {
      "id": "cursor-rules-pack",
      "name": "Cursor Rules Pack",
      "repo": "https://github.com/PatrickJS/awesome-cursorrules",
      "tagline": "Community rule packs and IDE agent plugins for Cursor.",
      "description": "Community-curated .cursor/rules rule packs and IDE-integrated agent plugins from PatrickJS/awesome-cursorrules for Cursor and Windsurf editors.",
      "kind": "plugin",
      "category": "plugins/cursor-windsurf",
      "harnesses": [
        "cursor",
        "windsurf"
      ],
      "tags": [
        "rules",
        "ide"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by PatrickJS/awesome-cursorrules."
    },
    {
      "id": "gemini-cli-bridge",
      "name": "Gemini CLI Extension Bridge",
      "repo": "https://github.com/google-gemini/gemini-cli",
      "tagline": "Extensions and tool bridges for Gemini CLI agents.",
      "description": "Extension and tool-bridge patterns for google-gemini/gemini-cli: GEMINI.md context files, settings.json tool wiring, and MCP server attachments.",
      "kind": "plugin",
      "category": "plugins/gemini-cli",
      "harnesses": [
        "gemini-cli"
      ],
      "tags": [
        "extensions",
        "mcp"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by google-gemini/gemini-cli."
    },
    {
      "id": "opencode-awesome-catalog",
      "name": "Awesome OpenCode Catalog",
      "repo": "https://github.com/Heretek-AI/awesome-opencode",
      "tagline": "Upstream awesome list of OpenCode plugins, agents, and configs.",
      "description": "The upstream Heretek-AI/awesome-opencode catalog (CC0-1.0) of OpenCode plugins, custom tools, session hooks, and agent presets from which this registry was ported.",
      "kind": "plugin",
      "category": "plugins/opencode",
      "harnesses": [
        "opencode"
      ],
      "tags": [
        "awesome-list",
        "upstream"
      ],
      "license": "CC0-1.0",
      "source_attribution": "Curated for Agent-Builder; upstream Heretek-AI/awesome-opencode (CC0-1.0)."
    },
    {
      "id": "opencode-native-toolchain",
      "name": "OpenCode Native Toolchain",
      "repo": "https://github.com/anomalyco/opencode",
      "tagline": "Official OpenCode runtime: custom tools, hooks, and plugin API.",
      "description": "The official anomalyco/opencode runtime documenting the plugin API, custom tool definitions, session lifecycle hooks, and permission schemas used to author OpenCode v1/v2 plugins.",
      "kind": "plugin",
      "category": "plugins/opencode",
      "harnesses": [
        "opencode"
      ],
      "tags": [
        "runtime",
        "hooks",
        "tools"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by anomalyco/opencode (MIT)."
    },
    {
      "id": "opencode-session-hooks",
      "name": "OpenCode Session Hooks Plugin",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Session lifecycle hooks and custom tools for OpenCode.",
      "description": "An OpenCode plugin providing session start/finish hooks, custom tool registration, and statusline integration for OpenCode v1 and v2.",
      "kind": "plugin",
      "category": "plugins/opencode",
      "harnesses": [
        "opencode"
      ],
      "tags": [
        "hooks",
        "statusline"
      ],
      "compat": "opencode>=1.0.0",
      "scope": "workspace",
      "installation": "opencode plugin install opencode-session-hooks",
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "pi-weave",
      "name": "pi-weave",
      "repo": "https://github.com/EranYonai/pi-weave",
      "npm": "pi-weave",
      "tagline": "Local-first Markdown memory and knowledge graph for Pi and OpenCode: preserve decisions, recall sessions, and explore…",
      "description": "Local-first Markdown memory and knowledge graph for Pi: preserve decisions, recall across sessions, and explore notes with code.",
      "kind": "plugin",
      "category": "plugins/opencode",
      "harnesses": [
        "opencode"
      ],
      "tags": [
        "opencode",
        "agent",
        "plugin",
        "rag",
        "playwright"
      ],
      "license": "MIT"
    },
    {
      "id": "architecture-review-prompt",
      "name": "Architecture Review Prompt",
      "repo": "https://github.com/f/prompts.chat",
      "tagline": "Refactoring, architecture critique, and spec authoring prompts.",
      "description": "System prompt for software architecture review: refactoring plans, architecture critique, and specification authoring workflows (prompts data CC0-1.0).",
      "kind": "prompt",
      "category": "prompts/coding-architecture",
      "harnesses": [
        "universal",
        "opencode",
        "claude-code"
      ],
      "tags": [
        "architecture",
        "review",
        "spec"
      ],
      "license": "CC0-1.0",
      "source_attribution": "Curated for Agent-Builder; inspired by f/prompts.chat prompts data (CC0-1.0)."
    },
    {
      "id": "design-critique-prompt",
      "name": "Design Critique Prompt",
      "repo": "https://github.com/f/prompts.chat",
      "path": "prompts/design",
      "tagline": "Design critique, documentation, and spec-interview prompts.",
      "description": "System prompt for product and UI critique: design review checklists, documentation drafting, and specification interview flows (prompts data CC0-1.0).",
      "kind": "prompt",
      "category": "prompts/product-design",
      "harnesses": [
        "universal"
      ],
      "tags": [
        "design",
        "critique",
        "docs"
      ],
      "license": "CC0-1.0",
      "source_attribution": "Curated for Agent-Builder; inspired by f/prompts.chat prompts data (CC0-1.0)."
    },
    {
      "id": "adversarial-audit-prompt",
      "name": "Adversarial Audit Prompt",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Red-team multi-subagent code audit prompt.",
      "description": "A system prompt for adversarial security audits with red-team instructions, threat-modeling steps, and multi-subagent review orchestration.",
      "kind": "prompt",
      "category": "prompts/security-research",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "tags": [
        "red-team",
        "audit"
      ],
      "license": "CC0-1.0",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, CC0-1.0).",
      "synthetic": true
    },
    {
      "id": "modern-cpp-playbook",
      "name": "Modern C++ Playbook",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Modern C++20/23, CMake, and sanitizer workflows.",
      "description": "A SKILL.md playbook covering modern C++20/23 idioms, CMake project layout, sanitizer runs, and memory-safety review checklists.",
      "kind": "skill",
      "category": "skills/coding/c-cpp",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "languages": [
        "cpp",
        "c"
      ],
      "tags": [
        "cmake",
        "sanitizers"
      ],
      "license": "CC0-1.0",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, CC0-1.0).",
      "synthetic": true
    },
    {
      "id": "go-concurrent-services",
      "name": "Go Concurrent Services Skill",
      "repo": "https://github.com/golang/go",
      "tagline": "Concurrent Go services, gRPC, profiling, and zero-alloc patterns.",
      "description": "Skill bundle for Go: goroutine pipelines, gRPC service design, pprof profiling, and zero-allocation hot-path patterns.",
      "kind": "skill",
      "category": "skills/coding/go",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "languages": [
        "go"
      ],
      "tags": [
        "grpc",
        "profiling",
        "concurrency"
      ],
      "license": "BSD-3-Clause",
      "source_attribution": "Curated for Agent-Builder; inspired by golang/go (BSD-3-Clause)."
    },
    {
      "id": "jvm-spring-patterns",
      "name": "JVM Spring Patterns Skill",
      "repo": "https://github.com/spring-projects/spring-boot",
      "tagline": "Spring Boot services, JVM tuning, and enterprise backend patterns.",
      "description": "Skill bundle for JVM backends: Spring Boot service layering, GC/JVM performance tuning, and enterprise integration patterns.",
      "kind": "skill",
      "category": "skills/coding/jvm-dotnet",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "java",
        "kotlin"
      ],
      "tags": [
        "spring",
        "jvm",
        "backend"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by spring-projects/spring-boot (Apache-2.0)."
    },
    {
      "id": "lua-neovim-scripting",
      "name": "Lua and Neovim Scripting Skill",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "LuaJIT, Neovim plugins, and embedded Lua scripting.",
      "description": "A skill covering LuaJIT idioms, Neovim plugin development with Lua, LOVE2D game scripting, and embedded Lua integration patterns.",
      "kind": "skill",
      "category": "skills/coding/lua",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "lua"
      ],
      "tags": [
        "neovim",
        "luajit"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "python-fastapi-service",
      "name": "Python FastAPI Service Skill",
      "repo": "https://github.com/tiangolo/fastapi",
      "tagline": "Asyncio, Pydantic v2, and FastAPI service patterns.",
      "description": "Skill bundle for Python services: asyncio structuring, Pydantic v2 validation, FastAPI dependency injection, and uv-based packaging with type-checking.",
      "kind": "skill",
      "category": "skills/coding/python",
      "harnesses": [
        "opencode",
        "claude-code",
        "codex",
        "universal"
      ],
      "languages": [
        "python"
      ],
      "tags": [
        "fastapi",
        "pydantic",
        "asyncio"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by tiangolo/fastapi (MIT) and sickn33/agentic-awesome-skills (MIT)."
    },
    {
      "id": "python-packaging-uv",
      "name": "Python Packaging with uv Skill",
      "repo": "https://github.com/astral-sh/uv",
      "tagline": "Modern Python packaging, workspaces, and type-checking with uv.",
      "description": "Skill bundle for modern Python packaging with astral-sh/uv: workspaces, lockfiles, ruff linting, and mypy/pyright type-checking workflows.",
      "kind": "skill",
      "category": "skills/coding/python",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "python"
      ],
      "tags": [
        "uv",
        "packaging",
        "ruff"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by astral-sh/uv (MIT)."
    },
    {
      "id": "rust-secure-coding",
      "name": "Rust Secure Coding Skill",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Cargo workspaces, unsafe auditing, and Tokio patterns.",
      "description": "A skill bundle for Rust development covering Cargo workspaces, unsafe block auditing, async Tokio patterns, lifetime refactoring, and FFI boundaries.",
      "kind": "skill",
      "category": "skills/coding/rust",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "languages": [
        "rust"
      ],
      "tags": [
        "cargo",
        "unsafe-audit",
        "tokio"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "shell-cli-ergonomics",
      "name": "Shell & CLI Ergonomics Skill",
      "repo": "https://github.com/mvdan/sh",
      "tagline": "POSIX shell, formatting, and TUI/CLI design patterns.",
      "description": "Skill bundle for shell and CLI tooling: POSIX-safe scripting, shfmt formatting, flag parsing conventions, and TUI ergonomics.",
      "kind": "skill",
      "category": "skills/coding/shell-cli",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "shell",
        "bash"
      ],
      "platforms": [
        "linux",
        "macos"
      ],
      "tags": [
        "posix",
        "tui",
        "scripting"
      ],
      "license": "BSD-3-Clause",
      "source_attribution": "Curated for Agent-Builder; inspired by mvdan/sh (BSD-3-Clause)."
    },
    {
      "id": "sql-query-optimization",
      "name": "SQL Query Optimization Skill",
      "repo": "https://github.com/postgres/postgres",
      "tagline": "PostgreSQL tuning, EXPLAIN plans, and schema migrations.",
      "description": "Skill bundle for SQL engineering: PostgreSQL EXPLAIN analysis, index design, query optimization, and zero-downtime schema migrations.",
      "kind": "skill",
      "category": "skills/coding/sql-databases",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "sql"
      ],
      "tags": [
        "postgres",
        "indexing",
        "migrations"
      ],
      "license": "PostgreSQL",
      "source_attribution": "Curated for Agent-Builder; inspired by postgres/postgres (PostgreSQL license)."
    },
    {
      "id": "typescript-strict-patterns",
      "name": "Strict TypeScript Patterns Skill",
      "repo": "https://github.com/microsoft/TypeScript",
      "tagline": "Strict type-level TypeScript, ESM bundling, and Bun/Node APIs.",
      "description": "Skill bundle for TypeScript: strict-mode type-level programming, ESM module design, bundling, and Bun/Node/Deno runtime patterns.",
      "kind": "skill",
      "category": "skills/coding/typescript-js",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "languages": [
        "typescript",
        "javascript"
      ],
      "tags": [
        "typescript",
        "esm",
        "bun"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by microsoft/TypeScript (Apache-2.0)."
    },
    {
      "id": "zig-systems-playbook",
      "name": "Zig Systems Playbook Skill",
      "repo": "https://github.com/ziglang/zig",
      "tagline": "Zig build system, custom allocators, and bare-metal patterns.",
      "description": "Skill bundle for Zig and low-level systems: build.zig structuring, custom allocators, comptime generics, and bare-metal/OS kernel workflows.",
      "kind": "skill",
      "category": "skills/coding/zig-systems",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "zig"
      ],
      "tags": [
        "allocators",
        "bare-metal",
        "kernel"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by ziglang/zig (MIT)."
    },
    {
      "id": "cloud-supply-chain-hardening",
      "name": "Cloud & Supply-Chain Hardening Skill",
      "repo": "https://github.com/sigstore/cosign",
      "tagline": "IAM least-privilege, cosign verification, and secret scanning.",
      "description": "Skill bundle for cloud security: IAM least-privilege reviews, container hardening, SBOM/cosign signature verification, and secret scanning.",
      "kind": "skill",
      "category": "skills/cybersecurity/cloud-devsecops",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "tags": [
        "cosign",
        "sbom",
        "iam"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by sigstore/cosign (Apache-2.0)."
    },
    {
      "id": "dfir-incident-playbooks",
      "name": "DFIR & Incident Playbooks Skill",
      "repo": "https://github.com/Velocidex/velociraptor",
      "tagline": "Log forensics, IR playbooks, and detection engineering.",
      "description": "Skill bundle for DFIR: Velociraptor artifact collection, log forensics timelines, incident response playbooks, and Sigma detection engineering.",
      "kind": "skill",
      "category": "skills/cybersecurity/dfir-threat-intel",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "tags": [
        "forensics",
        "incident-response",
        "detection"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by Velocidex/velociraptor (Apache-2.0)."
    },
    {
      "id": "malware-triage-playbook",
      "name": "Malware Triage Playbook",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Static/dynamic triage, YARA, and sandbox detonation.",
      "description": "A malware-analysis skill covering static and dynamic binary triage, YARA rule authoring, deobfuscation steps, and sandbox detonation analysis notes.",
      "kind": "skill",
      "category": "skills/cybersecurity/malware-analysis",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "tags": [
        "yara",
        "sandbox"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "ghidra-re-workflows",
      "name": "Ghidra RE Workflows",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Ghidra, rizin, and firmware unpacking workflows.",
      "description": "A reverse-engineering skill with Ghidra and rizin workflows, firmware unpacking steps, and protocol decompilation checklists for authorized analysis.",
      "kind": "skill",
      "category": "skills/cybersecurity/reverse-engineering",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "tags": [
        "ghidra",
        "firmware"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "secure-code-audit",
      "name": "Secure Code Audit Skill",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "SAST/DAST triage, threat modeling, and audit checklists.",
      "description": "A security-auditing skill with SAST and DAST triage workflows, threat-modeling templates, and differential vulnerability discovery checklists.",
      "kind": "skill",
      "category": "skills/cybersecurity/security-auditing",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "tags": [
        "sast",
        "threat-model"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "web-api-pentesting",
      "name": "Web & API Pentesting Skill",
      "repo": "https://github.com/OWASP/wstg",
      "tagline": "Authorized web/API testing: SSRF, IDOR, and Burp workflows.",
      "description": "Skill bundle for authorized offensive testing: OWASP WSTG methodology, Burp Suite workflows, SSRF/IDOR auditing, and protocol fuzzing.",
      "kind": "skill",
      "category": "skills/cybersecurity/web-network-pentesting",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "tags": [
        "owasp",
        "burp",
        "pentest"
      ],
      "license": "CC-BY-SA-4.0",
      "source_attribution": "Curated for Agent-Builder; inspired by OWASP/wstg (CC-BY-SA-4.0). Defensive use only."
    },
    {
      "id": "agent-orchestration-patterns",
      "name": "Agent Orchestration Patterns Skill",
      "repo": "https://github.com/VoltAgent/awesome-agent-skills",
      "tagline": "Subagent planning, compaction, evals, and MCP authoring.",
      "description": "Skill bundle for agent architecture: subagent planning, context compaction, evaluation harnesses, and MCP server authoring (MIT upstream catalog).",
      "kind": "skill",
      "category": "skills/data-ai/agent-orchestration",
      "harnesses": [
        "opencode",
        "claude-code",
        "codex",
        "universal"
      ],
      "tags": [
        "orchestration",
        "evals",
        "mcp-authoring"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; upstream VoltAgent/awesome-agent-skills (MIT)."
    },
    {
      "id": "ml-finetune-evals",
      "name": "ML Fine-Tuning & Evals Skill",
      "repo": "https://github.com/huggingface/transformers",
      "tagline": "LoRA fine-tuning, benchmark evals, and scientific ML.",
      "description": "Skill bundle for ML engineering: LoRA/TRL fine-tuning recipes, benchmark evaluation, and scientific computing patterns.",
      "kind": "skill",
      "category": "skills/data-ai/ml-scientific",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "python"
      ],
      "tags": [
        "lora",
        "evals",
        "ml"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by huggingface/transformers (Apache-2.0)."
    },
    {
      "id": "rag-vector-playbook",
      "name": "RAG & Vector Search Playbook Skill",
      "repo": "https://github.com/qdrant/qdrant",
      "tagline": "Hybrid retrieval, chunking, embeddings, and agent memory.",
      "description": "Skill bundle for retrieval: hybrid search, chunking strategies, embedding selection, Qdrant vector collections, and persistent agent memory.",
      "kind": "skill",
      "category": "skills/data-ai/rag-memory",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "python"
      ],
      "tags": [
        "rag",
        "vectors",
        "memory"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by qdrant/qdrant (Apache-2.0) and Shubhamsaboo/awesome-llm-apps (Apache-2.0)."
    },
    {
      "id": "tauri-cross-desktop",
      "name": "Tauri Cross-Platform Desktop Skill",
      "repo": "https://github.com/tauri-apps/tauri",
      "tagline": "Tauri, IPC bridges, and cross-platform desktop builds.",
      "description": "Skill bundle for cross-platform desktop: Tauri v2 app scaffolding, Rust/JS IPC bridges, bundling, and auto-update channels.",
      "kind": "skill",
      "category": "skills/design/desktop-cross-platform",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "rust",
        "typescript"
      ],
      "platforms": [
        "windows",
        "macos",
        "linux"
      ],
      "tags": [
        "tauri",
        "ipc",
        "bundling"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by tauri-apps/tauri (MIT)."
    },
    {
      "id": "linux-desktop-patterns",
      "name": "Linux Desktop Patterns",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "GTK4, Qt/QML, Flatpak, and Wayland integration.",
      "description": "A skill for Linux desktop development covering GTK4 and Qt/QML patterns, Wayland and X11 compositor notes, Flatpak packaging, and systemd desktop integration.",
      "kind": "skill",
      "category": "skills/design/desktop-linux",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "platforms": [
        "linux"
      ],
      "tags": [
        "gtk4",
        "qt",
        "flatpak"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "macos-swiftui-patterns",
      "name": "macOS SwiftUI Patterns Skill",
      "repo": "https://github.com/apple/swift",
      "tagline": "AppKit, SwiftUI for macOS, and notarization pipelines.",
      "description": "Skill bundle for macOS desktop: AppKit/SwiftUI composition, AppleScript/JXA automation, and hardened-runtime notarization.",
      "kind": "skill",
      "category": "skills/design/desktop-macos",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "swift"
      ],
      "platforms": [
        "macos"
      ],
      "tags": [
        "swiftui",
        "appkit",
        "notarization"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by apple/swift (Apache-2.0)."
    },
    {
      "id": "winui-desktop-patterns",
      "name": "Windows Desktop Patterns Skill",
      "repo": "https://github.com/microsoft/WinUI-Gallery",
      "tagline": "WinUI 3, WPF, and Windows packaging workflows.",
      "description": "Skill bundle for Windows desktop: WinUI 3 controls, WPF MVVM, Win32 COM automation, and MSIX installer packaging.",
      "kind": "skill",
      "category": "skills/design/desktop-windows",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "platforms": [
        "windows"
      ],
      "tags": [
        "winui",
        "wpf",
        "msix"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by microsoft/WinUI-Gallery (MIT)."
    },
    {
      "id": "android-compose-patterns",
      "name": "Android Compose Patterns",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "Jetpack Compose, ADB automation, and Gradle tuning.",
      "description": "A mobile Android skill covering Jetpack Compose patterns, Kotlin Android SDK usage, ADB automation scripts, and Gradle build performance tuning.",
      "kind": "skill",
      "category": "skills/design/mobile-android",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "kotlin"
      ],
      "platforms": [
        "android"
      ],
      "tags": [
        "compose",
        "gradle"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, Apache-2.0).",
      "synthetic": true
    },
    {
      "id": "flutter-cross-mobile",
      "name": "Flutter Cross-Platform Mobile Skill",
      "repo": "https://github.com/flutter/flutter",
      "tagline": "Flutter widgets, state management, and store releases.",
      "description": "Skill bundle for cross-platform mobile: Flutter widget composition, Riverpod/Bloc state, platform channels, and Play/App Store release flows.",
      "kind": "skill",
      "category": "skills/design/mobile-cross-platform",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "dart"
      ],
      "platforms": [
        "android",
        "ios"
      ],
      "tags": [
        "flutter",
        "dart",
        "mobile"
      ],
      "license": "BSD-3-Clause",
      "source_attribution": "Curated for Agent-Builder; inspired by flutter/flutter (BSD-3-Clause)."
    },
    {
      "id": "ios-swiftui-pipelines",
      "name": "iOS SwiftUI Pipelines Skill",
      "repo": "https://github.com/Alamofire/Alamofire",
      "tagline": "SwiftUI, networking layers, and Xcode/TestFlight workflows.",
      "description": "Skill bundle for iOS: SwiftUI navigation/state, Alamofire networking layers, Xcode build pipelines, XCUITest, and TestFlight releases.",
      "kind": "skill",
      "category": "skills/design/mobile-ios",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "swift"
      ],
      "platforms": [
        "ios"
      ],
      "tags": [
        "swiftui",
        "xcode",
        "testflight"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by Alamofire/Alamofire (MIT)."
    },
    {
      "id": "webui-frontend-patterns",
      "name": "WebUI Frontend Patterns",
      "repo": "https://github.com/Heretek-AI/Agent-Builder",
      "tagline": "React, Tailwind, and accessible motion design patterns.",
      "description": "A frontend skill bundle with React and Next.js patterns, Tailwind CSS systems, WCAG accessibility checklists, and motion design guidelines.",
      "kind": "skill",
      "category": "skills/design/webui",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "languages": [
        "typescript",
        "javascript"
      ],
      "tags": [
        "react",
        "tailwind",
        "a11y"
      ],
      "license": "MIT",
      "source_attribution": "Synthetic seed entry for Agent-Builder (no external upstream, MIT).",
      "synthetic": true
    },
    {
      "id": "ci-observability-runbooks",
      "name": "CI/CD & Observability Skill",
      "repo": "https://github.com/open-telemetry/opentelemetry-collector",
      "tagline": "GitHub Actions pipelines, OpenTelemetry, and incident runbooks.",
      "description": "Skill bundle for delivery and observability: GitHub Actions/GitLab CI pipelines, OpenTelemetry instrumentation, Prometheus alerts, and incident runbooks.",
      "kind": "skill",
      "category": "skills/devops-cloud/ci-cd-observability",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "tags": [
        "ci-cd",
        "opentelemetry",
        "runbooks"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by open-telemetry/opentelemetry-collector (Apache-2.0)."
    },
    {
      "id": "k8s-operator-debugging",
      "name": "Kubernetes Debugging Skill",
      "repo": "https://github.com/kubernetes/kubernetes",
      "tagline": "Cluster debugging, Helm releases, and operator patterns.",
      "description": "Skill bundle for Kubernetes: kubectl triage, Helm release management, operator patterns, and service-mesh debugging.",
      "kind": "skill",
      "category": "skills/devops-cloud/containers-k8s",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "platforms": [
        "linux"
      ],
      "tags": [
        "kubernetes",
        "helm",
        "operators"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by kubernetes/kubernetes (Apache-2.0)."
    },
    {
      "id": "terraform-iac-modules",
      "name": "Terraform IaC Modules Skill",
      "repo": "https://github.com/hashicorp/terraform",
      "tagline": "Terraform/OpenTofu modules for AWS, GCP, and Azure.",
      "description": "Skill bundle for IaC: Terraform/OpenTofu module authoring, remote state, plan review, and AWS/GCP/Azure/Cloudflare patterns.",
      "kind": "skill",
      "category": "skills/devops-cloud/iac-terraform",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "tags": [
        "terraform",
        "opentofu",
        "iac"
      ],
      "license": "BUSL-1.1",
      "source_attribution": "Curated for Agent-Builder; inspired by hashicorp/terraform module patterns."
    },
    {
      "id": "playwright-e2e-patterns",
      "name": "Playwright E2E Patterns Skill",
      "repo": "https://github.com/microsoft/playwright",
      "tagline": "Browser automation, fixtures, and visual regression checks.",
      "description": "Skill bundle for E2E automation: Playwright fixtures, page-object models, trace viewers, and visual regression verification.",
      "kind": "skill",
      "category": "skills/testing-qa/browser-e2e",
      "harnesses": [
        "opencode",
        "claude-code",
        "universal"
      ],
      "languages": [
        "typescript"
      ],
      "tags": [
        "playwright",
        "e2e",
        "regression"
      ],
      "license": "Apache-2.0",
      "source_attribution": "Curated for Agent-Builder; inspired by microsoft/playwright (Apache-2.0)."
    },
    {
      "id": "property-fuzz-patterns",
      "name": "Property & Fuzz Testing Skill",
      "repo": "https://github.com/AltSysrq/proptest",
      "tagline": "Property tests, mutation testing, and deterministic fixtures.",
      "description": "Skill bundle for verification: property-based test generation, mutation testing, fuzzing harnesses, and deterministic fixtures.",
      "kind": "skill",
      "category": "skills/testing-qa/unit-property",
      "harnesses": [
        "opencode",
        "universal"
      ],
      "languages": [
        "rust"
      ],
      "tags": [
        "property-testing",
        "fuzzing",
        "mutation"
      ],
      "license": "MIT",
      "source_attribution": "Curated for Agent-Builder; inspired by AltSysrq/proptest (MIT)."
    }
  ]
}
