{

"schema_version": 2,

"reviewed_at": "2026-11-04",

"tools": [

{

"id": "systematic-debugging",

"name": "Systematic Debugging",

"kind": "skill",

"category": "engineering-skills",

"description": "Root-cause investigation, reproducible failures, and hypothesis-driven debugging.",

"repository": "obra/superpowers",

"homepage": "https://github.com/obra/superpowers/tree/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b/skills/systematic-debugging",

"license": "MIT",

"stars": 306063,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-23T03:48:57Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/obra/superpowers/tar.gz/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b",

"sha256": "da34247c51339cdd6175b3590261f16e25b08d46669afd5b6fc3f842ab303e20",

"ref": "2ce8aa15d05bd57213e6f746f953aafb7ded7a8b",

"type": "skill",

"subdir": "skills/systematic-debugging",

"license_path": "LICENSE"

},

"notes": "Upstream cross-references test-driven-development and verification-before-completion; all three are included in presets. Copies the skill directory, not the full Superpowers plugin.",

"evidence": [

"https://api.github.com/repos/obra/superpowers",

"https://github.com/obra/superpowers/tree/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b/skills/systematic-debugging"

]

},

{

"id": "test-driven-development",

"name": "Test-Driven Development",

"kind": "skill",

"category": "engineering-skills",

"description": "A test-first workflow with guidance for meaningful regression tests.",

"repository": "obra/superpowers",

"homepage": "https://github.com/obra/superpowers/tree/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b/skills/test-driven-development",

"license": "MIT",

"stars": 306063,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-23T03:48:57Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/obra/superpowers/tar.gz/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b",

"sha256": "da34247c51339cdd6175b3590261f16e25b08d46669afd5b6fc3f842ab303e20",

"ref": "2ce8aa15d05bd57213e6f746f953aafb7ded7a8b",

"type": "skill",

"subdir": "skills/test-driven-development",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/obra/superpowers",

"https://github.com/obra/superpowers/tree/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b/skills/test-driven-development"

]

},

{

"id": "verification-before-completion",

"name": "Verification Before Completion",

"kind": "skill",

"category": "engineering-skills",

"description": "Require fresh verification evidence before claiming a change is complete.",

"repository": "obra/superpowers",

"homepage": "https://github.com/obra/superpowers/tree/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b/skills/verification-before-completion",

"license": "MIT",

"stars": 306063,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-23T03:48:57Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/obra/superpowers/tar.gz/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b",

"sha256": "da34247c51339cdd6175b3590261f16e25b08d46669afd5b6fc3f842ab303e20",

"ref": "2ce8aa15d05bd57213e6f746f953aafb7ded7a8b",

"type": "skill",

"subdir": "skills/verification-before-completion",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/obra/superpowers",

"https://github.com/obra/superpowers/tree/2ce8aa15d05bd57213e6f746f953aafb7ded7a8b/skills/verification-before-completion"

]

},

{

"id": "python-testing-patterns",

"name": "Python Testing Patterns",

"kind": "skill",

"category": "python-skills",

"description": "Practical pytest fixtures, parametrization, mocking, async testing, and coverage guidance.",

"repository": "wshobson/agents",

"homepage": "https://github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/python-development/skills/python-testing-patterns",

"license": "MIT",

"stars": 41868,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T01:08:14Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/wshobson/agents/tar.gz/0874a27b17a22e2b7c2e2bcd725768e0803cad06",

"sha256": "468c5d32d4a24ea9629c7713d209bbb46cf462ac487d3bc442414aec4ed54c43",

"ref": "0874a27b17a22e2b7c2e2bcd725768e0803cad06",

"type": "skill",

"subdir": "plugins/python-development/skills/python-testing-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/wshobson/agents",

"https://github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/python-development/skills/python-testing-patterns"

]

},

{

"id": "python-packaging",

"name": "Python Packaging",

"kind": "skill",

"category": "python-skills",

"description": "Build Python libraries and CLIs with package metadata, wheels, and release workflows.",

"repository": "wshobson/agents",

"homepage": "https://github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/python-development/skills/python-packaging",

"license": "MIT",

"stars": 41868,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T01:08:14Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/wshobson/agents/tar.gz/0874a27b17a22e2b7c2e2bcd725768e0803cad06",

"sha256": "468c5d32d4a24ea9629c7713d209bbb46cf462ac487d3bc442414aec4ed54c43",

"ref": "0874a27b17a22e2b7c2e2bcd725768e0803cad06",

"type": "skill",

"subdir": "plugins/python-development/skills/python-packaging",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/wshobson/agents",

"https://github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/python-development/skills/python-packaging"

]

},

{

"id": "context7",

"name": "Context7",

"kind": "mcp",

"category": "documentation",

"description": "Retrieve library documentation and version-specific examples for coding tasks.",

"repository": "upstash/context7",

"homepage": "https://github.com/upstash/context7/tree/master/packages/mcp",

"license": "MIT",

"stars": 63759,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T14:24:32Z",

"archived": false,

"install": {

"type": "mcp",

"command": "npx",

"args": [

"-y",

"@upstash/context7-mcp@4.4.4"

],

"requirements": [

"npx"

],

"version": "4.4.4",

"runtime": "Node.js >=20.18.1"

},

"notes": "Node.js >=20.18.1. The upstream stdio README documents an optional API key for higher limits/private repositories; service policies and availability apply. Set credentials through your agent, never commit secrets.",

"evidence": [

"https://api.github.com/repos/upstash/context7",

"https://github.com/upstash/context7/tree/master/packages/mcp",

"https://registry.npmjs.org/@upstash%2fcontext7-mcp/4.4.4"

]

},

{

"id": "playwright",

"name": "Playwright MCP",

"kind": "mcp",

"category": "browser",

"description": "Browser inspection and interactive web testing through accessibility snapshots.",

"repository": "microsoft/playwright-mcp",

"homepage": "https://github.com/microsoft/playwright-mcp",

"license": "Apache-2.0",

"stars": 38702,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-22T17:43:26Z",

"archived": false,

"install": {

"type": "mcp",

"command": "npx",

"args": [

"-y",

"@playwright/mcp@0.0.83"

],

"requirements": [

"npx"

],

"version": "0.0.83",

"runtime": "Node.js >=18"

},

"notes": "Node.js >=18 plus a supported browser. First browser use may require a browser installation. This entry configures the MCP server; it does not install browser binaries.",

"evidence": [

"https://api.github.com/repos/microsoft/playwright-mcp",

"https://github.com/microsoft/playwright-mcp",

"https://registry.npmjs.org/@playwright%2fmcp/0.0.83"

]

},

{

"id": "fetch",

"name": "Fetch MCP",

"kind": "mcp",

"category": "documentation",

"description": "Retrieve web pages as text/Markdown for documentation and research.",

"repository": "modelcontextprotocol/servers",

"homepage": "https://github.com/modelcontextprotocol/servers/tree/main/src/fetch",

"license": "Apache-2.0 / MIT; docs CC-BY-4.0",

"stars": 91599,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T13:43:37Z",

"archived": false,

"install": {

"type": "mcp",

"command": "uvx",

"args": [

"mcp-server-fetch==2026.10.24"

],

"requirements": [

"uvx"

],

"version": "2026.10.24",

"runtime": "Python >=3.10"

},

"notes": "uv/uvx and Python >=3.10. This is an upstream reference server; assess URL/network access for your environment. No private-IP bypass is enabled.",

"evidence": [

"https://api.github.com/repos/modelcontextprotocol/servers",

"https://github.com/modelcontextprotocol/servers/tree/main/src/fetch",

"https://pypi.org/pypi/mcp-server-fetch/2026.10.24/json"

]

},

{

"id": "github-mcp",

"name": "GitHub MCP Server",

"kind": "reference",

"category": "mcp-ecosystem",

"description": "Official GitHub tools for repositories, issues, and pull requests.",

"repository": "github/github-mcp-server",

"homepage": "https://github.com/github/github-mcp-server",

"license": "MIT",

"stars": 33999,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-23T21:21:33Z",

"archived": false,

"install": null,

"notes": "Configure authentication and allowed toolsets with the official installer. No credentials or remote OAuth flow is provisioned by this CLI.",

"evidence": [

"https://api.github.com/repos/github/github-mcp-server",

"https://github.com/github/github-mcp-server"

]

},

{

"id": "serena",

"name": "Serena",

"kind": "lsp",

"category": "lsp-bridge",

"description": "Expose semantic code navigation, references, diagnostics, and edits to coding agents through an MCP-to-LSP bridge.",

"repository": "oraios/serena",

"homepage": "https://github.com/oraios/serena",

"license": "GPL-3.0-or-later (application); MIT (SolidLSP)",

"stars": 30759,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T14:37:49Z",

"archived": false,

"install": {

"type": "mcp",

"command": "uvx",

"args": [

"--python",

"3.13",

"--from",

"git+https://github.com/oraios/serena@5e4f5cd173c7ff3eed37ee3f1de6c266b937c5dc",

"serena",

"start-mcp-server",

"--context",

"ide",

"--project",

"{project}",

"--language-backend",

"LSP",

"--agent-interface",

"tools",

"--enable-web-dashboard",

"false",

"--open-web-dashboard",

"false",

"--enable-gui-log-window",

"false"

],

"requirements": [

"uvx",

"git"

],

"source": "git",

"ref": "5e4f5cd173c7ff3eed37ee3f1de6c266b937c5dc",

"version": "2.1.0",

"runtime": "uv/uvx + Git; Python 3.13 selected by uvx; language-specific dependencies"

},

"notes": "Pins stable v2.1.0. uvx selects Python 3.13 (upstream supports >=3.11,<3.15); Git and network access required. Generic single-project ide context, explicit LSP backend and tools interface; dashboard/browser/GUI disabled. Language-server dependencies may download at first project activation; some languages need an external toolchain. MCP handshake and discovery of 22 tools verified on macOS in a temporary Python project; symbol operations and individual agent UIs were not exercised.",

"evidence": [

"https://api.github.com/repos/oraios/serena",

"https://github.com/oraios/serena",

"https://github.com/oraios/serena/releases/tag/v2.1.0",

"https://github.com/oraios/serena/blob/5e4f5cd173c7ff3eed37ee3f1de6c266b937c5dc/pyproject.toml",

"https://github.com/oraios/serena/blob/5e4f5cd173c7ff3eed37ee3f1de6c266b937c5dc/LICENSE",

"https://oraios.github.io/serena/02-usage/020_running.html",

"https://oraios.github.io/serena/02-usage/050_configuration.html"

]

},

{

"id": "chrome-devtools",

"name": "Chrome DevTools MCP",

"kind": "reference",

"category": "mcp-ecosystem",

"description": "Inspect browser performance, network activity, and runtime behavior.",

"repository": "ChromeDevTools/chrome-devtools-mcp",

"homepage": "https://github.com/ChromeDevTools/chrome-devtools-mcp",

"license": "Apache-2.0",

"stars": 54261,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T14:22:41Z",

"archived": false,

"install": null,

"notes": "Browser lifecycle and environment requirements are configured upstream.",

"evidence": [

"https://api.github.com/repos/ChromeDevTools/chrome-devtools-mcp",

"https://github.com/ChromeDevTools/chrome-devtools-mcp"

]

},

{

"id": "sequential-thinking",

"name": "Sequential Thinking MCP",

"kind": "reference",

"category": "mcp-ecosystem",

"description": "A reference server for structured problem-solving tool calls.",

"repository": "modelcontextprotocol/servers",

"homepage": "https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking",

"license": "Apache-2.0 / MIT; docs CC-BY-4.0",

"stars": 91599,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T13:43:37Z",

"archived": false,

"install": null,

"notes": "Current npm release 2.0.0 requires Node.js >=24. Kept out of the starter runtime and installer until separately tested.",

"evidence": [

"https://api.github.com/repos/modelcontextprotocol/servers",

"https://github.com/modelcontextprotocol/servers",

"https://github.com/modelcontextprotocol/servers/tree/main/src/sequentialthinking"

]

},

{

"id": "openspec",

"name": "OpenSpec",

"kind": "reference",

"category": "spec-driven-development",

"description": "Spec-driven change workflows with per-agent skills and initialization.",

"repository": "Fission-AI/OpenSpec",

"homepage": "https://github.com/Fission-AI/OpenSpec",

"license": "MIT",

"stars": 73139,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T10:54:47Z",

"archived": false,

"install": null,

"notes": "Use the upstream CLI for its coordinated workflow artifacts and update semantics.",

"evidence": [

"https://api.github.com/repos/Fission-AI/OpenSpec",

"https://github.com/Fission-AI/OpenSpec"

]

},

{

"id": "spec-kit",

"name": "Spec Kit",

"kind": "reference",

"category": "spec-driven-development",

"description": "Specification, planning, and implementation templates for coding agents.",

"repository": "github/spec-kit",

"homepage": "https://github.com/github/spec-kit",

"license": "MIT",

"stars": 143181,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T22:23:41Z",

"archived": false,

"install": null,

"notes": "Use the official Specify CLI to initialize its own project structure.",

"evidence": [

"https://api.github.com/repos/github/spec-kit",

"https://github.com/github/spec-kit"

]

},

{

"id": "anthropic-skills",

"name": "Anthropic Skills",

"kind": "reference",

"category": "skill-ecosystem",

"description": "Official examples of reusable agent skills and document workflows.",

"repository": "anthropics/skills",

"homepage": "https://github.com/anthropics/skills",

"license": "Per-skill licenses; see upstream",

"stars": 184157,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-09T18:45:52Z",

"archived": false,

"install": null,

"notes": "Licenses vary by skill, especially document skills. Review the selected directory before redistribution.",

"evidence": [

"https://api.github.com/repos/anthropics/skills",

"https://github.com/anthropics/skills"

]

},

{

"id": "vercel-agent-skills",

"name": "Vercel Agent Skills",

"kind": "reference",

"category": "skill-ecosystem",

"description": "Frontend and deployment-oriented skills maintained by Vercel.",

"repository": "vercel-labs/agent-skills",

"homepage": "https://github.com/vercel-labs/agent-skills",

"license": "See upstream and individual skills",

"stars": 33096,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T04:16:22Z",

"archived": false,

"install": null,

"notes": "Select skills and inspect their individual licenses and runtime assumptions.",

"evidence": [

"https://api.github.com/repos/vercel-labs/agent-skills",

"https://github.com/vercel-labs/agent-skills"

]

},

{

"id": "skills-cli",

"name": "Skills CLI",

"kind": "reference",

"category": "skill-ecosystem",

"description": "Discover and install Agent Skills across supported coding agents.",

"repository": "vercel-labs/skills",

"homepage": "https://github.com/vercel-labs/skills",

"license": "MIT",

"stars": 36801,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T02:03:06Z",

"archived": false,

"install": null,

"notes": "Useful when a skill is outside this curated catalog; upstream manages its own installation.",

"evidence": [

"https://api.github.com/repos/vercel-labs/skills",

"https://github.com/vercel-labs/skills"

]

},

{

"id": "uv",

"name": "uv",

"kind": "reference",

"category": "python-toolchain",

"description": "Python environments, dependency management, and isolated tool execution.",

"repository": "astral-sh/uv",

"homepage": "https://github.com/astral-sh/uv",

"license": "Apache-2.0 OR MIT",

"stars": 91242,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T04:16:27Z",

"archived": false,

"install": null,

"notes": "Installed separately; provides uvx for the Fetch MCP preset.",

"evidence": [

"https://api.github.com/repos/astral-sh/uv",

"https://github.com/astral-sh/uv"

]

},

{

"id": "ruff",

"name": "Ruff",

"kind": "lsp",

"category": "language-servers",

"description": "Python linting, formatting, and the built-in Ruff language server for diagnostics and code actions.",

"repository": "astral-sh/ruff",

"homepage": "https://docs.astral.sh/ruff/editors/",

"license": "MIT",

"stars": 50317,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T14:46:40Z",

"archived": false,

"install": null,

"notes": "Ruff remains useful as a project CLI dependency. Native LSP command is ruff server; combine with a navigation/type server when needed. The former ruff-lsp wrapper is superseded by the built-in server.",

"evidence": [

"https://api.github.com/repos/astral-sh/ruff",

"https://docs.astral.sh/ruff/editors/",

"https://github.com/astral-sh/ruff"

]

},

{

"id": "pytest",

"name": "pytest",

"kind": "reference",

"category": "python-toolchain",

"description": "Python testing with fixtures and a broad plugin ecosystem.",

"repository": "pytest-dev/pytest",

"homepage": "https://github.com/pytest-dev/pytest",

"license": "MIT",

"stars": 14649,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T09:09:50Z",

"archived": false,

"install": null,

"notes": "Add to the target project development dependencies; the testing skill does not install pytest.",

"evidence": [

"https://api.github.com/repos/pytest-dev/pytest",

"https://github.com/pytest-dev/pytest"

]

},

{

"id": "pre-commit",

"name": "pre-commit",

"kind": "reference",

"category": "python-toolchain",

"description": "Run configured repository checks before commits.",

"repository": "pre-commit/pre-commit",

"homepage": "https://github.com/pre-commit/pre-commit",

"license": "MIT",

"stars": 15664,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-20T17:15:55Z",

"archived": false,

"install": null,

"notes": "Project hooks require an explicit project configuration.",

"evidence": [

"https://api.github.com/repos/pre-commit/pre-commit",

"https://github.com/pre-commit/pre-commit"

]

},

{

"id": "fastmcp",

"name": "FastMCP",

"kind": "reference",

"category": "build-mcp",

"description": "Build Python MCP servers and clients with a high-level API.",

"repository": "jlowin/fastmcp",

"homepage": "https://github.com/jlowin/fastmcp",

"license": "Apache-2.0",

"stars": 28217,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T14:54:16Z",

"archived": false,

"install": null,

"notes": "Development framework, not a ready-to-register MCP server.",

"evidence": [

"https://api.github.com/repos/jlowin/fastmcp",

"https://github.com/jlowin/fastmcp"

]

},

{

"id": "mcp-python-sdk",

"name": "MCP Python SDK",

"kind": "reference",

"category": "build-mcp",

"description": "Official Python SDK for implementing MCP servers and clients.",

"repository": "modelcontextprotocol/python-sdk",

"homepage": "https://github.com/modelcontextprotocol/python-sdk",

"license": "MIT",

"stars": 24684,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-27T11:15:12Z",

"archived": false,

"install": null,

"notes": "Development dependency; follow the protocol version supported by your clients.",

"evidence": [

"https://api.github.com/repos/modelcontextprotocol/python-sdk",

"https://github.com/modelcontextprotocol/python-sdk"

]

},

{

"id": "security-review",

"name": "Security Review",

"kind": "skill",

"category": "security",

"description": "Review authentication, authorization, untrusted input, secrets, and sensitive application changes.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/security-review",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/security-review",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/security-review"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version. Includes cloud-infrastructure-security.md; this guidance does not execute a scanner or establish a security audit."

},

{

"id": "coding-standards",

"name": "Coding Standards",

"kind": "skill",

"category": "engineering-standards",

"description": "Shared naming, readability, error-handling, immutability, and code-quality conventions.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/coding-standards",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/coding-standards",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/coding-standards"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version. Its short-rule alternative is available as ecc-common-rules."

},

{

"id": "python-patterns",

"name": "Python Patterns",

"kind": "skill",

"category": "python-skills",

"description": "Python idioms, type hints, error handling, resource management, and maintainable code structure.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/python-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/python-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/python-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "fastapi-patterns",

"name": "FastAPI Patterns",

"kind": "skill",

"category": "framework-best-practices",

"description": "FastAPI application structure, Pydantic v2, async dependencies, service layers, and HTTP testing.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/fastapi-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/fastapi-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/fastapi-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "django-patterns",

"name": "Django Patterns",

"kind": "skill",

"category": "framework-best-practices",

"description": "Django and DRF architecture, ORM access, caching, middleware, and service organization.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/django-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/django-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/django-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "django-security",

"name": "Django Security",

"kind": "skill",

"category": "security",

"description": "Django authentication, authorization, request protections, and production security settings.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/django-security",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/django-security",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/django-security"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "frontend-patterns",

"name": "Frontend Patterns",

"kind": "skill",

"category": "framework-best-practices",

"description": "React and Next.js component composition, state, data fetching, forms, performance, and accessibility.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/frontend-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/frontend-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/frontend-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "nextjs-turbopack",

"name": "Next.js and Turbopack",

"kind": "skill",

"category": "framework-best-practices",

"description": "Next.js 16+ bundler selection, development performance, and middleware-to-proxy migration guidance.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/nextjs-turbopack",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/nextjs-turbopack",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/nextjs-turbopack"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version. Intended for Next.js 16+; do not apply version-specific migration guidance to older apps without checking official docs."

},

{

"id": "backend-patterns",

"name": "Backend Patterns",

"kind": "skill",

"category": "framework-best-practices",

"description": "Node.js, Express, and Next.js API architecture, data access, caching, and observability.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/backend-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/backend-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/backend-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "springboot-patterns",

"name": "Spring Boot Patterns",

"kind": "skill",

"category": "framework-best-practices",

"description": "Spring Boot REST layers, transactional services, repositories, caching, and production defaults.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/springboot-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/springboot-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/springboot-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "springboot-security",

"name": "Spring Boot Security",

"kind": "skill",

"category": "security",

"description": "Spring Security authentication, authorization, validation, secrets, headers, and release checks.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/springboot-security",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/springboot-security",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/springboot-security"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "golang-patterns",

"name": "Go Patterns",

"kind": "skill",

"category": "language-best-practices",

"description": "Idiomatic Go errors, interfaces, concurrency, package organization, and resource lifecycle patterns.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/golang-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/golang-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/golang-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "api-design",

"name": "API Design",

"kind": "skill",

"category": "engineering-standards",

"description": "REST resources, HTTP semantics, pagination, versioning, error contracts, and rate limits.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/api-design",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/api-design",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/api-design"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "database-migrations",

"name": "Database Migrations",

"kind": "skill",

"category": "data-workflows",

"description": "Expand-contract schema changes, safe indexes, batched backfills, and migration-tool workflows.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/database-migrations",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/database-migrations",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/database-migrations"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "deployment-patterns",

"name": "Deployment Patterns",

"kind": "skill",

"category": "delivery-workflows",

"description": "Deployment strategies, container builds, health checks, CI/CD, rollback, and production readiness.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/deployment-patterns",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "skill",

"subdir": "skills/deployment-patterns",

"license_path": "LICENSE"

},

"evidence": [

"https://api.github.com/repos/affaan-m/ECC",

"https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/skills/deployment-patterns"

],

"notes": "Selected ECC skill directory only. No ECC plugin, hooks, agents, commands, memory service, or settings are installed. Framework examples must be checked against the target project version."

},

{

"id": "ecc-common-rules",

"name": "ECC Common Rules",

"kind": "rules",

"category": "engineering-rules",

"description": "Portable cross-language engineering guidance selected from ECC rules.",

"repository": "affaan-m/ECC",

"homepage": "https://github.com/affaan-m/ECC/tree/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b/rules/common",

"license": "MIT",

"stars": 290505,

"checked_at": "2026-10-27",

"last_pushed_at": "2026-10-26T04:56:56Z",

"archived": false,

"install": {

"url": "https://codeload.github.com/affaan-m/ECC/tar.gz/25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"sha256": "7979cc21e2093aed6218fa1709373eff5eb8641b0c0a5128c68db91bbedd7bb1",

"ref": "25278e7d7b6cf6e6a4e7a6c8e10f14ff22f0eb5b",

"type": "rules",

"subdir": "rules/common",

"license_path": "LICENSE",

"files": [

"coding-style.md",