[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-wshobson-python-development-ms":3,"guides-for-wshobson-python-development":279,"similar-k172eb2xqr948jndpbv9hbt8ah865qny":280},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":31,"identity":220,"isFallback":225,"parentExtension":226,"providers":261,"relations":265,"repo":266,"workflow":277},1778003443243.3174,"k172eb2xqr948jndpbv9hbt8ah865qny",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices",{},"Python Development","https://github.com/wshobson/agents/tree/HEAD/plugins/python-development",[15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30],"python","development","django","fastapi","uv","ruff","pytest","asyncio","packaging","performance","testing","code-style","resilience","observability","type-safety","project-structure",{"_creationTime":32,"_id":33,"extensionId":5,"locale":34,"result":35,"trustSignals":209,"workflow":218},1778016883287.189,"kn7acx6qcnd930ebn8shqp7ncn864n3v","en",{"checks":36,"evaluatedAt":199,"extensionSummary":200,"promptVersionExtension":201,"promptVersionScoring":202,"rationale":203,"score":204,"summary":205,"tags":206,"targetMarket":207,"tier":208},[37,42,45,48,52,55,59,64,67,70,74,78,81,85,88,91,94,97,100,103,106,110,114,118,122,125,128,131,135,138,141,144,147,150,153,156,159,163,166,169,172,175,178,181,185,188,191,195],{"category":38,"check":39,"severity":40,"summary":41},"Practical Utility","Problem relevance","pass","The description clearly states the problem: modern Python development with specific tools and best practices.",{"category":38,"check":43,"severity":40,"summary":44},"Unique selling proposition","The extension leverages modern Python tools like uv, ruff, and FastAPI, offering a specialized and up-to-date development experience beyond default capabilities.",{"category":38,"check":46,"severity":40,"summary":47},"Production readiness","The plugin provides a comprehensive set of agents, skills, and commands for Python development, covering scaffolding, async patterns, testing, and configuration, suggesting readiness for real-world workflows.",{"category":49,"check":50,"severity":40,"summary":51},"Scope","Single responsibility principle","The plugin focuses clearly on Python development, bundling related tools and skills without expanding into unrelated domains.",{"category":49,"check":53,"severity":40,"summary":54},"Description quality","The description accurately reflects the plugin's capabilities, detailing modern Python tools and best practices.",{"category":56,"check":57,"severity":40,"summary":58},"Invocation","Scoped tools","The plugin exposes scoped tools like specific agents (python-pro, fastapi-pro, django-pro) and a concrete command (python-scaffold) rather than generalist execution commands.",{"category":60,"check":61,"severity":62,"summary":63},"Documentation","Configuration & parameter reference","not_applicable","No explicit configuration options or parameters were observed that require documentation beyond the standard plugin installation process.",{"category":49,"check":65,"severity":40,"summary":66},"Tool naming","Agent names (python-pro, fastapi-pro, django-pro) and the command name (python-scaffold) are descriptive and follow naming conventions.",{"category":49,"check":68,"severity":40,"summary":69},"Minimal I/O surface","The exposed agents and command have well-defined inputs and outputs described in their respective documentation, avoiding excessive or undocumented parameters.",{"category":71,"check":72,"severity":40,"summary":73},"License","License usability","The extension is licensed under the MIT License, a permissive open-source license.",{"category":75,"check":76,"severity":62,"summary":77},"Maintenance","Commit recency","Commit history is not available for evaluation as this is a plugin definition, not a standalone repository.",{"category":75,"check":79,"severity":62,"summary":80},"Dependency Management","As a plugin definition, it does not directly manage external dependencies beyond what the core agent framework handles.",{"category":82,"check":83,"severity":40,"summary":84},"Security","Secret Management","No secrets are used or managed by this plugin definition itself.",{"category":82,"check":86,"severity":40,"summary":87},"Injection","No evidence of loading untrusted third-party data or executing external code without safeguards was found.",{"category":82,"check":89,"severity":40,"summary":90},"Transitive Supply-Chain Grenades","The plugin does not fetch or include external files at runtime, and all included code appears to be self-contained and committed.",{"category":82,"check":92,"severity":40,"summary":93},"Sandbox Isolation","The plugin operates within the expected sandboxed environment and does not interact with files outside its intended scope.",{"category":82,"check":95,"severity":40,"summary":96},"Sandbox escape primitives","No detached process spawns or deny-retry loops that could indicate sandbox escape attempts were detected.",{"category":82,"check":98,"severity":40,"summary":99},"Data Exfiltration","No instructions or mechanisms for reading and submitting confidential data to third parties were found.",{"category":82,"check":101,"severity":40,"summary":102},"Hidden Text Tricks","Bundled files appear free of hidden steering tricks like invisible Unicode characters or control sequences.",{"category":82,"check":104,"severity":40,"summary":105},"Opaque code execution","All scripts and hook logic (if any) are provided as plain, readable source code without obfuscation.",{"category":107,"check":108,"severity":40,"summary":109},"Portability","Structural Assumption","The plugin does not appear to make structural assumptions about the user's project organization that would likely cause it to break.",{"category":111,"check":112,"severity":62,"summary":113},"Trust","Issues Attention","Issue tracking data is not available for this plugin.",{"category":115,"check":116,"severity":40,"summary":117},"Versioning","Release Management","The plugin.json manifest includes a version number (1.2.2), indicating a managed release process.",{"category":119,"check":120,"severity":40,"summary":121},"Code Execution","Validation","The provided skills and command include validation logic (e.g., Pydantic models, argument checks) for inputs.",{"category":82,"check":123,"severity":62,"summary":124},"Unguarded Destructive Operations","The plugin's functionality does not appear to involve potentially destructive operations.",{"category":119,"check":126,"severity":40,"summary":127},"Error Handling","The provided skills and command exhibit robust error handling, including specific exception types and informative messages.",{"category":119,"check":129,"severity":62,"summary":130},"Logging","No explicit local audit logging mechanism was detected, but this is likely not applicable for a development utility plugin.",{"category":132,"check":133,"severity":62,"summary":134},"Compliance","GDPR","The plugin does not appear to operate on personal data.",{"category":132,"check":136,"severity":40,"summary":137},"Target market","The extension is general-purpose for Python development and shows no regional restrictions, hence targetMarket is global.",{"category":107,"check":139,"severity":40,"summary":140},"Runtime stability","The plugin uses standard Python libraries and modern tooling like uv, suggesting good portability across different Python environments.",{"category":49,"check":142,"severity":40,"summary":143},"Tool surface size","The plugin exposes 3 agents and 1 command, which falls within the ideal range for focused functionality.",{"category":56,"check":145,"severity":40,"summary":146},"Name collisions","The agents and command within this plugin have distinct names and descriptions, preventing ambiguous routing.",{"category":56,"check":148,"severity":40,"summary":149},"Overlapping near-synonym tools","The tools and agents expose distinct functionalities without near-synonym names that could cause disambiguation issues.",{"category":56,"check":151,"severity":62,"summary":152},"Hooks-off mechanism","The plugin does not appear to utilize any hooks that would require a hooks-off mechanism.",{"category":56,"check":154,"severity":62,"summary":155},"Hook matcher tightness","The plugin does not utilize hooks, so hook matcher tightness is not applicable.",{"category":82,"check":157,"severity":62,"summary":158},"Hook security","The plugin does not use hooks, making hook security irrelevant.",{"category":160,"check":161,"severity":62,"summary":162},"Hooks","Silent prompt rewriting","The plugin does not use UserPromptSubmit hooks, so silent prompt rewriting is not applicable.",{"category":82,"check":164,"severity":62,"summary":165},"Permission Hook","The plugin does not implement PermissionRequest hooks, so auto-approval checks are not applicable.",{"category":132,"check":167,"severity":62,"summary":168},"Hook privacy","The plugin does not utilize hooks for logging or telemetry, making hook privacy checks inapplicable.",{"category":119,"check":170,"severity":62,"summary":171},"Hook dependency","The plugin does not use hooks, so hook dependency checks are not applicable.",{"category":60,"check":173,"severity":40,"summary":174},"Install / Setup Instructions","The README provides clear instructions for adding the marketplace and installing plugins, along with troubleshooting.",{"category":60,"check":176,"severity":40,"summary":177},"Feature Transparency","The README thoroughly documents the plugins, agents, skills, and commands offered, providing transparency on functionality.",{"category":60,"check":179,"severity":40,"summary":180},"Phantom features","All features promised in the README (agents, skills, commands) have corresponding implementations within the plugin.",{"category":182,"check":183,"severity":40,"summary":184},"Convention","Layout convention adherence","The plugin follows the expected directory structure for agents, commands, and skills.",{"category":182,"check":186,"severity":62,"summary":187},"Plugin state","The plugin does not appear to manage persistent state that would require specific directory handling.",{"category":82,"check":189,"severity":62,"summary":190},"Keychain-stored secrets","The plugin does not handle secrets that would require keychain storage.",{"category":192,"check":193,"severity":62,"summary":194},"Dependencies","Tagged release sourcing","This check is not applicable as it relates to bundled MCP servers, not the plugin's own dependencies.",{"category":196,"check":197,"severity":40,"summary":198},"Installation","Clean uninstall","The plugin does not appear to install any background daemons or services that would survive an uninstall.",1778016769020,"This plugin provides specialized agents for Python, Django, and FastAPI, along with a scaffolding command and skills covering async patterns, testing, configuration, packaging, performance, resilience, and observability. It aims to streamline the entire Python development lifecycle with modern tooling and best practices.","2.0.0","3.4.0","The plugin demonstrates high quality across all evaluated criteria, including clear problem relevance, a strong unique selling proposition with modern tools, production readiness, and adherence to scope and naming conventions. It includes comprehensive documentation, robust error handling, and is licensed permissively. No critical or warning findings were identified.",95,"A high-quality, comprehensive plugin for modern Python development, offering tools, skills, and best practices for building robust applications.",[15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30],"global","verified",{"codeQuality":210,"collectedAt":211,"documentation":212,"maintenance":214,"security":215,"testCoverage":217},{},1778016757314,{"descriptionLength":213,"readmeSize":8},107,{},{"hasNpmPackage":216,"smitheryVerified":216},false,{"hasCi":216,"hasTests":216},{"updatedAt":219},1778016883287,{"githubOwner":221,"githubRepo":222,"locale":34,"slug":223,"type":224},"wshobson","agents","python-development","plugin",true,{"_creationTime":227,"_id":228,"community":229,"display":230,"identity":242,"parentExtension":245,"providers":246,"relations":254,"workflow":256},1778003443243.2886,"k175qypm0s8m8k6a0fkxpxfj1n865ax9",{"reviewCount":8},{"description":231,"installMethods":232,"name":233,"sourceUrl":234,"tags":235},"Production-ready workflow orchestration with 79 focused plugins, 184 specialized agents, and 150 skills - optimized for granular installation and minimal token usage",{},"Claude Code Plugins: Orchestration and Automation","https://github.com/wshobson/agents",[236,237,238,239,240,241],"workflow-orchestration","ai-agents","plugins","development-tools","automation","developer-experience",{"githubOwner":221,"githubRepo":222,"locale":34,"slug":243,"type":244},"claude-code-workflows","marketplace",null,{"extract":247,"smithery":253},{"commitSha":248,"license":249,"marketplace":250},"ece811f23310a37ceb43496dbac0e244fe6845b6","MIT",{"name":243,"pluginCount":251,"version":252},81,"1.6.0",{"qualityScore":8,"totalActivations":8,"uniqueUsers":8,"useCount":8,"verified":216},{"repoId":255},"kd72tes1veaz04ac7p0d68ya4h8650m7",{"anyEnrichmentAt":257,"extractAt":258,"githubAt":259,"invalidatedAt":257,"llmAt":260,"smitheryAt":257,"updatedAt":257},1778016735335,1778003520097,1778003532786,1778016730286,{"extract":262,"llm":263,"smithery":264},{"commitSha":248,"license":249},{"promptVersionExtension":201,"promptVersionScoring":202,"score":204,"targetMarket":207,"tier":208},{"qualityScore":8,"totalActivations":8,"uniqueUsers":8,"useCount":8,"verified":216},{"parentExtensionId":228,"repoId":255},{"_creationTime":267,"_id":255,"identity":268,"providers":269,"workflow":275},1777995558409.8196,{"githubOwner":221,"githubRepo":222,"sourceUrl":234},{"discover":270},{"sources":271},[272,273,274],"skills-sh","smithery","vskill",{"discoverAt":276,"extractAt":258,"updatedAt":258},1777995558409,{"anyEnrichmentAt":278,"extractAt":258,"githubAt":259,"llmAt":219,"smitheryAt":278,"updatedAt":219},1778016861516,[],[281,322,356,377,407],{"_creationTime":282,"_id":283,"community":284,"display":285,"identity":307,"providers":311,"relations":315,"workflow":318},1778053078370.912,"k1762mnykay9vj581mt452xnz1866a0f",{"reviewCount":8},{"description":286,"installMethods":287,"name":288,"sourceUrl":289,"tags":290},"Comprehensive Python 3.13+ expertise system covering modern Python development, async programming, type hints, performance optimization, and cloud deployment. PROACTIVELY activate for: (1) ANY Python task, (2) Python 3.13+ features (free-threading, JIT), (3) asyncio and concurrent programming, (4) Type hints and mypy/pyright, (5) Package management (uv, pip, poetry), (6) Project structure (src layout, pyproject.toml), (7) FastAPI and web development, (8) Pydantic data validation, (9) Testing (pytest, coverage), (10) Cloudflare Workers/Containers Python, (11) GitHub Actions Python workflows, (12) Performance optimization and profiling, (13) Security best practices (OWASP), (14) Ruff linting and formatting. Provides: Python 3.13 free-threading and JIT, asyncio patterns, comprehensive type hints, uv package management, FastAPI production patterns, Pydantic vs dataclass guidance, pytest testing, Cloudflare Python optimization, GitHub Actions caching, memory profiling, security hardening.",{},"Python Master Plugin","https://github.com/josiahsiegel/claude-plugin-marketplace/tree/HEAD/plugins/python-master",[15,291,22,292,293,20,21,18,294,295,296,297,298,299,25,300,24,301,302,303,304,305,306],"python3-13","type-hints","package-management","pydantic","modal","opencv","ffmpeg","cloudflare","github-actions","linting","cloud","devops","web-development","computer-vision","video-processing","cli",{"githubOwner":308,"githubRepo":309,"locale":34,"slug":310,"type":224},"josiahsiegel","claude-plugin-marketplace","python-master",{"extract":312,"llm":314},{"commitSha":313,"license":249},"a05d923c8a3551d4274eef152649583d693b9b67",{"promptVersionExtension":201,"promptVersionScoring":202,"score":204,"targetMarket":207,"tier":208},{"parentExtensionId":316,"repoId":317},"k1741p5y8fyyp90j4zdea56w61867nj3","kd75az366mhppxzk11c689vzen865qkv",{"anyEnrichmentAt":319,"extractAt":320,"githubAt":319,"llmAt":321,"updatedAt":321},1778053080008,1778053078370,1778053164925,{"_creationTime":323,"_id":324,"community":325,"display":326,"identity":337,"providers":341,"relations":348,"workflow":351},1778054452948.4253,"k1767a8yk98h8qcz0rkh7t64an867zws",{"reviewCount":8},{"description":327,"installMethods":328,"name":329,"sourceUrl":330,"tags":331},"Skills for designing and building MCP servers that work seamlessly with Claude. Guides you through deployment models (remote HTTP, MCPB, local), tool design patterns, auth, and interactive MCP apps.",{},"MCP Server Development Suite","https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/mcp-server-dev",[332,333,16,334,15,335,336,224],"mcp","server","typescript","documentation","security",{"githubOwner":338,"githubRepo":339,"locale":34,"slug":340,"type":224},"anthropics","claude-plugins-official","mcp-server-dev",{"extract":342,"llm":345,"smithery":347},{"commitSha":343,"license":344},"06f52cd3ac3e47ecb45228a86183ea2a86e9d6ff","Apache-2.0",{"promptVersionExtension":201,"promptVersionScoring":202,"score":346,"targetMarket":207,"tier":208},98,{"qualityScore":8,"totalActivations":8,"uniqueUsers":8,"useCount":8,"verified":216},{"parentExtensionId":349,"repoId":350},"k171b9714j6pgfxqht22y94q4x866sck","kd798hf3w99qz2xt1fqtgq7gf9865e31",{"anyEnrichmentAt":352,"extractAt":353,"githubAt":354,"llmAt":355,"smitheryAt":352,"updatedAt":355},1778054509977,1778054452948,1778054454391,1778054703946,{"_creationTime":357,"_id":358,"community":359,"display":360,"identity":369,"providers":371,"relations":375,"workflow":376},1778054452948.4097,"k17awzvhhaeaj8jcsnx8bcvgyd866nq9",{"reviewCount":8},{"description":361,"installMethods":362,"name":363,"sourceUrl":364,"tags":365},"Development kit for working with the Claude Agent SDK",{},"Agent SDK Development Plugin","https://github.com/anthropics/claude-plugins-official/tree/HEAD/plugins/agent-sdk-dev",[366,16,334,15,367,306,368],"sdk","agent","verification",{"githubOwner":338,"githubRepo":339,"locale":34,"slug":370,"type":224},"agent-sdk-dev",{"extract":372,"llm":373,"smithery":374},{"commitSha":343,"license":344},{"promptVersionExtension":201,"promptVersionScoring":202,"score":346,"targetMarket":207,"tier":208},{"qualityScore":8,"totalActivations":8,"uniqueUsers":8,"useCount":8,"verified":216},{"parentExtensionId":349,"repoId":350},{"anyEnrichmentAt":352,"extractAt":353,"githubAt":354,"llmAt":355,"smitheryAt":352,"updatedAt":355},{"_creationTime":378,"_id":379,"community":380,"display":381,"identity":392,"providers":396,"relations":400,"workflow":403},1778054821245.2715,"k17dygh18zyk7rwcnewdhfxvns86690g",{"reviewCount":8},{"description":382,"installMethods":383,"name":384,"sourceUrl":385,"tags":386},"Six Xcode build optimization skills in one plugin: benchmark, compilation analysis, project analysis, SPM build analysis, a recommend-first orchestrator, and a fixer for applying approved changes.",{},"Xcode Build Optimization Agent Skills","https://github.com/avdlee/xcode-build-optimization-agent-skill",[387,388,389,390,391,16,24],"xcode","build","optimization","swift","macos",{"githubOwner":393,"githubRepo":394,"locale":34,"slug":395,"type":224},"avdlee","xcode-build-optimization-agent-skill","xcode-build-skills",{"extract":397,"llm":399},{"commitSha":398},"6bd7b596cd688b1127ded00e812b1b6937ec35d6",{"promptVersionExtension":201,"promptVersionScoring":202,"score":204,"targetMarket":207,"tier":208},{"parentExtensionId":401,"repoId":402},"k177sjfyhxj6scvgs62dqezmtd866267","kd72jvw466y5rj543ad8gf5j0s86473g",{"anyEnrichmentAt":404,"extractAt":405,"githubAt":404,"llmAt":406,"updatedAt":406},1778054821595,1778054821245,1778054838263,{"_creationTime":408,"_id":409,"community":410,"display":411,"identity":423,"providers":425,"relations":428,"workflow":429},1778053078370.9111,"k170ag8w37kzjj0zg998wx3qj1866e5d",{"reviewCount":8},{"description":412,"installMethods":413,"name":414,"sourceUrl":415,"tags":416},"Comprehensive React 19 expertise system covering Server Components, Client Components, hooks, state management, patterns, and testing. PROACTIVELY activate for: (1) ANY React task, (2) React 19 Server/Client Components, (3) Server Actions with 'use server', (4) React hooks (useState, useEffect, useRef, useMemo, useCallback, useTransition, useDeferredValue, useActionState, useOptimistic, useFormStatus), (5) State management (Context, Zustand, Jotai, TanStack Query, SWR), (6) Component patterns (compound, render props, HOC, custom hooks), (7) TypeScript with React, (8) Form handling (React Hook Form, Zod), (9) Performance optimization (React.memo, code splitting, virtualization), (10) Testing with Vitest/Jest and React Testing Library. Provides: React 19 complete features, use() hook for promises, Server Components architecture, Client Component patterns, all hooks with TypeScript, state management solutions, component patterns, forms and validation, performance optimization techniques, comprehensive testing patterns.",{},"React Master Plugin","https://github.com/josiahsiegel/claude-plugin-marketplace/tree/HEAD/plugins/react-master",[417,418,334,419,420,24,25,421,422],"react","react19","hooks","state-management","patterns","nextjs",{"githubOwner":308,"githubRepo":309,"locale":34,"slug":424,"type":224},"react-master",{"extract":426,"llm":427},{"commitSha":313,"license":249},{"promptVersionExtension":201,"promptVersionScoring":202,"score":204,"targetMarket":207,"tier":208},{"parentExtensionId":316,"repoId":317},{"anyEnrichmentAt":319,"extractAt":320,"githubAt":319,"llmAt":321,"updatedAt":321}]