[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-josiahsiegel-modal-master-ar":3,"guides-for-josiahsiegel-modal-master":270,"similar-k172da2nb5h1rzwbmgy1t5ej318676am":271},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":23,"identity":210,"isFallback":215,"parentExtension":216,"providers":248,"relations":251,"repo":252,"workflow":269},1778053078370.913,"k172da2nb5h1rzwbmgy1t5ej318676am",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"Expert Modal.com serverless cloud platform system with comprehensive Modal 1.0 SDK (May 2025) features, GPU functions (T4/L4/A10G/L40S/A100/H100/H200/B200), autoscaler configuration, @modal.concurrent/@modal.batched decorators, Sandboxes for isolated code execution, CloudBucketMount for S3/GCS, and production deployment patterns. PROACTIVELY activate for: (1) ANY Modal.com task, (2) GPU configuration with fallbacks and multi-GPU, (3) Autoscaler settings (min/max/buffer containers, scaledown_window), (4) Web endpoints (FastAPI, ASGI, WSGI, custom servers), (5) @modal.concurrent for request concurrency, (6) @modal.batched for dynamic batching, (7) Sandboxes for untrusted code execution, (8) Scheduling (Cron with timezone, Period), (9) Storage (Volumes with commit(), Dict with TTL, Queue, CloudBucketMount), (10) Parallel processing (.map(), .starmap(), .spawn(), .for_each()), (11) Container lifecycle (@modal.enter, @modal.method, @modal.exit), (12) Image building (uv_pip_install, run_function for model downloads), (13) Secrets and environment management, (14) Deployment and CI/CD with GitHub Actions, (15) Cost optimization and 2025 pricing. Provides: Modal 1.0 stable API patterns, GPU selection guide with per-second pricing, autoscaler tuning strategies, concurrency and batching for ML inference, Sandbox security patterns, CloudBucketMount for external data, complete CLI reference, debugging workflows, and production-ready configurations.",{},"Modal Master Plugin","https://github.com/josiahsiegel/claude-plugin-marketplace/tree/HEAD/plugins/modal-master",[15,16,17,18,19,20,21,22],"modal","serverless","cloud","python","developer-tools","cli","gpu","mlops",{"_creationTime":24,"_id":25,"extensionId":5,"locale":26,"result":27,"trustSignals":199,"workflow":208},1778053164925.715,"kn7e22t5vqvprkdhemmk2v3571867sd7","en",{"checks":28,"evaluatedAt":189,"extensionSummary":190,"promptVersionExtension":191,"promptVersionScoring":192,"rationale":193,"score":194,"summary":195,"tags":196,"targetMarket":197,"tier":198},[29,34,37,40,44,47,51,55,58,61,65,70,73,77,80,83,86,89,92,95,99,103,107,111,115,118,121,124,128,131,134,137,140,143,146,149,151,154,157,160,162,165,168,171,175,178,181,185],{"category":30,"check":31,"severity":32,"summary":33},"Practical Utility","Problem relevance","pass","The description clearly names a concrete user problem: managing complex Modal.com serverless deployments, especially those involving GPUs, autoscaling, and web endpoints.",{"category":30,"check":35,"severity":32,"summary":36},"Unique selling proposition","The extension offers significant value beyond a simple API wrapper by providing expert guidance, best practices, and example configurations for complex Modal.com features like GPU optimization and autoscaling, which are not readily available through basic API usage.",{"category":30,"check":38,"severity":32,"summary":39},"Production readiness","The plugin covers a comprehensive lifecycle for Modal.com development, from setup and deployment to debugging and optimization, providing expert guidance and code examples that are production-ready.",{"category":41,"check":42,"severity":32,"summary":43},"Scope","Single responsibility principle","The plugin focuses on the Modal.com serverless platform, providing tools and knowledge for its various aspects, including development, deployment, and optimization, which is a coherent and well-defined scope.",{"category":41,"check":45,"severity":32,"summary":46},"Description quality","The provided description is highly detailed, accurate, and well-structured, covering a wide range of Modal.com features and best practices.",{"category":48,"check":49,"severity":32,"summary":50},"Invocation","Scoped tools","The plugin exposes specific, verb-noun tools like `/modal-setup`, `/modal-deploy`, and `/modal-gpu`, which are well-scoped and avoid generalist command execution.",{"category":52,"check":53,"severity":32,"summary":54},"Documentation","Configuration & parameter reference","The command documentation (e.g., modal-gpu.md, modal-schedule.md) provides clear examples and references for all relevant parameters and configurations.",{"category":41,"check":56,"severity":32,"summary":57},"Tool naming","The commands (e.g., `/modal-setup`, `/modal-deploy`, `/modal-gpu`) are descriptive and follow a clear verb-noun pattern.",{"category":41,"check":59,"severity":32,"summary":60},"Minimal I/O surface","The tools provided by the plugin, like slash commands and agent directives, have well-defined inputs and outputs, focusing on specific Modal.com tasks without unnecessary data exposure.",{"category":62,"check":63,"severity":32,"summary":64},"License","License usability","The repository includes a standard MIT License file, which is a permissive open-source license.",{"category":66,"check":67,"severity":68,"summary":69},"Maintenance","Commit recency","not_applicable","The 'pushedAt' timestamp for the default branch is not available, making it impossible to assess commit recency.",{"category":66,"check":71,"severity":68,"summary":72},"Dependency Management","The plugin itself does not appear to use third-party dependencies directly; it relies on the Modal CLI and Python environment, which are managed separately.",{"category":74,"check":75,"severity":32,"summary":76},"Security","Secret Management","The plugin's documentation and examples consistently promote using Modal's secret management system and environment variables, avoiding hardcoded secrets.",{"category":74,"check":78,"severity":32,"summary":79},"Injection","The extension does not appear to load or execute arbitrary third-party data as instructions. Its commands and examples focus on generating Modal configurations and code.",{"category":74,"check":81,"severity":32,"summary":82},"Transitive Supply-Chain Grenades","All code and configurations are bundled within the repository. There are no runtime downloads or remote script executions that could pose a supply-chain risk.",{"category":74,"check":84,"severity":32,"summary":85},"Sandbox Isolation","The plugin generates code and configurations for Modal, which itself provides sandbox isolation for executed code. The plugin's own operations are confined to generating configuration files and commands.",{"category":74,"check":87,"severity":32,"summary":88},"Sandbox escape primitives","No detached process spawns or retry loops are evident in the plugin's structure or bundled scripts.",{"category":74,"check":90,"severity":32,"summary":91},"Data Exfiltration","The plugin does not make outbound network calls or reference any mechanisms for exfiltrating user data. Its purpose is to generate Modal configurations.",{"category":74,"check":93,"severity":32,"summary":94},"Hidden Text Tricks","Bundled files do not contain any hidden text tricks, invisible characters, or obfuscated instructions.",{"category":96,"check":97,"severity":32,"summary":98},"Hooks","Opaque code execution","All scripts and code within the bundle are plain, readable Bash or Python, with no obfuscation, base64 payloads, or runtime fetches.",{"category":100,"check":101,"severity":32,"summary":102},"Portability","Structural Assumption","The plugin's commands and examples are designed to generate Modal applications, which are code-based and generally portable. They do not make assumptions about specific user project layouts.",{"category":104,"check":105,"severity":68,"summary":106},"Trust","Issues Attention","Issue data (opened/closed counts) is not available for this repository.",{"category":108,"check":109,"severity":32,"summary":110},"Versioning","Release Management","The plugin.json manifest includes a version ('3.0.4'), indicating clear versioning.",{"category":112,"check":113,"severity":32,"summary":114},"Code Execution","Validation","The plugin generates code for Modal, which handles its own input validation. The plugin's commands do not directly execute user-provided code that requires validation within the plugin itself.",{"category":74,"check":116,"severity":32,"summary":117},"Unguarded Destructive Operations","The plugin's commands generate code and configurations for Modal. They do not directly perform destructive operations without user confirmation or explicit intent through Modal's deployment process.",{"category":112,"check":119,"severity":32,"summary":120},"Error Handling","The plugin's shell scripts and Python examples demonstrate robust error handling, including try-except blocks and clear exit codes.",{"category":112,"check":122,"severity":32,"summary":123},"Logging","The bundled scripts and examples show logging using standard Python logging and shell echo statements, which would contribute to auditability when used within Modal.",{"category":125,"check":126,"severity":68,"summary":127},"Compliance","GDPR","The plugin does not operate on or process personal data. It generates code and configurations for the Modal platform.",{"category":125,"check":129,"severity":32,"summary":130},"Target market","The extension is focused on Modal.com, a cloud platform, and its commands and examples are general-purpose for developers, without regional restrictions. targetMarket is set to 'global'.",{"category":100,"check":132,"severity":32,"summary":133},"Runtime stability","The plugin's commands are designed to be run via the Modal CLI, which is cross-platform. Generated code examples are standard Python and Shell, promoting portability.",{"category":41,"check":135,"severity":32,"summary":136},"Tool surface size","The plugin exposes a reasonable number of commands (e.g., modal-setup, modal-deploy, modal-gpu) which is well within the target range.",{"category":48,"check":138,"severity":32,"summary":139},"Name collisions","The plugin commands (e.g., modal-setup, modal-deploy) are distinct and do not appear to collide with Claude Code built-ins or common Modal CLI commands.",{"category":48,"check":141,"severity":32,"summary":142},"Overlapping near-synonym tools","The exposed commands are distinct and cover specific functionalities (setup, deploy, gpu config) without overlapping synonyms.",{"category":48,"check":144,"severity":68,"summary":145},"Hooks-off mechanism","This extension does not appear to implement hooks that would require a hooks-off mechanism.",{"category":48,"check":147,"severity":68,"summary":148},"Hook matcher tightness","The plugin does not appear to implement any hooks.",{"category":74,"check":150,"severity":68,"summary":148},"Hook security",{"category":96,"check":152,"severity":68,"summary":153},"Silent prompt rewriting","The plugin does not appear to implement any UserPromptSubmit hooks.",{"category":74,"check":155,"severity":68,"summary":156},"Permission Hook","The plugin does not appear to implement any PermissionRequest hooks.",{"category":125,"check":158,"severity":68,"summary":159},"Hook privacy","The plugin does not appear to implement any hooks involving logging or telemetry.",{"category":112,"check":161,"severity":68,"summary":148},"Hook dependency",{"category":52,"check":163,"severity":32,"summary":164},"Install / Setup Instructions","The README.md provides clear installation instructions for adding the marketplace and individual plugins, including from GitHub and via manual clone.",{"category":52,"check":166,"severity":32,"summary":167},"Feature Transparency","The README.md clearly outlines the available plugins and their general purposes, with links to specific documentation for each.",{"category":52,"check":169,"severity":32,"summary":170},"Phantom features","All features described in the README.md (available plugins and their descriptions) appear to have corresponding implementations within the repository structure.",{"category":172,"check":173,"severity":32,"summary":174},"Convention","Layout convention adherence","The plugin adheres to the expected Claude Code plugin structure, with plugin definitions in `.claude-plugin/plugin.json` and associated scripts/docs in the plugin directory.",{"category":172,"check":176,"severity":32,"summary":177},"Plugin state","The plugin does not appear to manage persistent state that would need to live under ${CLAUDE_PLUGIN_DATA}.",{"category":74,"check":179,"severity":68,"summary":180},"Keychain-stored secrets","This plugin does not consume secrets directly; it generates Modal configurations that handle secrets via the Modal platform's own mechanisms.",{"category":182,"check":183,"severity":32,"summary":184},"Dependencies","Tagged release sourcing","The bundled MCP servers (scripts like modal-expert.md) are part of the same repository and do not rely on external, untagged releases.",{"category":186,"check":187,"severity":32,"summary":188},"Installation","Clean uninstall","The plugin consists of code generation and configuration commands; it does not install background daemons or services that would prevent a clean uninstall.",1778053142756,"This plugin provides expert-level commands and documentation for using the Modal.com serverless platform. It covers project setup, deployment, GPU configuration, scheduling, web endpoint creation, and debugging, with a strong emphasis on best practices and code examples.","2.0.0","3.4.0","The plugin provides comprehensive expert guidance and tooling for Modal.com development. It exhibits strong adherence to best practices, clear documentation, and a well-defined scope. The only missing data was for commit recency and issue attention, which are not applicable or available.",95,"A comprehensive expert plugin for the Modal.com serverless platform, offering extensive tooling, guidance, and best practices for development, deployment, and optimization.",[15,16,17,18,19,20,21,22],"global","verified",{"codeQuality":200,"collectedAt":201,"documentation":202,"maintenance":204,"security":205,"testCoverage":207},{},1778053128531,{"descriptionLength":203,"readmeSize":8},1459,{},{"hasNpmPackage":206,"smitheryVerified":206},false,{"hasCi":206,"hasTests":206},{"updatedAt":209},1778053164925,{"githubOwner":211,"githubRepo":212,"locale":26,"slug":213,"type":214},"josiahsiegel","claude-plugin-marketplace","modal-master","plugin",true,{"_creationTime":217,"_id":218,"community":219,"display":220,"identity":233,"parentExtension":234,"providers":235,"relations":243,"workflow":245},1778053078370.9019,"k1741p5y8fyyp90j4zdea56w61867nj3",{"reviewCount":8},{"description":221,"installMethods":222,"name":223,"sourceUrl":224,"tags":225},"A curated collection of Claude Code plugins for plugin development, context optimization, and productivity tools",{},"Claude Plugin Marketplace","https://github.com/josiahsiegel/claude-plugin-marketplace",[226,227,228,17,229,230,231,232],"marketplace","plugins","development","devops","automation","productivity","tooling",{"githubOwner":211,"githubRepo":212,"locale":26,"slug":212,"type":226},null,{"extract":236,"llm":241},{"commitSha":237,"license":238,"marketplace":239},"a05d923c8a3551d4274eef152649583d693b9b67","MIT",{"name":212,"pluginCount":240},29,{"promptVersionExtension":191,"promptVersionScoring":192,"score":242,"targetMarket":197,"tier":198},88,{"repoId":244},"kd75az366mhppxzk11c689vzen865qkv",{"anyEnrichmentAt":246,"extractAt":247,"githubAt":246,"llmAt":209,"updatedAt":209},1778053080008,1778053078370,{"extract":249,"llm":250},{"commitSha":237,"license":238},{"promptVersionExtension":191,"promptVersionScoring":192,"score":194,"targetMarket":197,"tier":198},{"parentExtensionId":218,"repoId":244},{"_creationTime":253,"_id":244,"identity":254,"providers":255,"workflow":266},1777995558409.842,{"githubOwner":211,"githubRepo":212,"sourceUrl":224},{"discover":256,"github":259},{"sources":257},[258],"skills-sh",{"closedIssues90d":8,"forks":260,"license":238,"openIssues90d":261,"pushedAt":262,"readmeSize":263,"stars":264,"topics":265},6,1,1776177138000,5678,33,[],{"discoverAt":267,"extractAt":268,"githubAt":268,"updatedAt":268},1777995558409,1778053081777,{"anyEnrichmentAt":246,"extractAt":247,"githubAt":246,"llmAt":209,"updatedAt":209},[],[272,305,340,364],{"_creationTime":273,"_id":274,"community":275,"display":276,"identity":286,"providers":290,"relations":297,"workflow":300},1778054452948.4097,"k17awzvhhaeaj8jcsnx8bcvgyd866nq9",{"reviewCount":8},{"description":277,"installMethods":278,"name":279,"sourceUrl":280,"tags":281},"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",[282,228,283,18,284,20,285],"sdk","typescript","agent","verification",{"githubOwner":287,"githubRepo":288,"locale":26,"slug":289,"type":214},"anthropics","claude-plugins-official","agent-sdk-dev",{"extract":291,"llm":294,"smithery":296},{"commitSha":292,"license":293},"06f52cd3ac3e47ecb45228a86183ea2a86e9d6ff","Apache-2.0",{"promptVersionExtension":191,"promptVersionScoring":192,"score":295,"targetMarket":197,"tier":198},98,{"qualityScore":8,"totalActivations":8,"uniqueUsers":8,"useCount":8,"verified":206},{"parentExtensionId":298,"repoId":299},"k171b9714j6pgfxqht22y94q4x866sck","kd798hf3w99qz2xt1fqtgq7gf9865e31",{"anyEnrichmentAt":301,"extractAt":302,"githubAt":303,"llmAt":304,"smitheryAt":301,"updatedAt":304},1778054509977,1778054452948,1778054454391,1778054703946,{"_creationTime":306,"_id":307,"community":308,"display":309,"identity":333,"providers":335,"relations":338,"workflow":339},1778053078370.912,"k1762mnykay9vj581mt452xnz1866a0f",{"reviewCount":8},{"description":310,"installMethods":311,"name":312,"sourceUrl":313,"tags":314},"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",[18,315,316,317,318,319,320,321,322,15,323,324,325,326,327,328,329,17,229,330,331,332,20],"python3-13","asyncio","type-hints","package-management","ruff","pytest","fastapi","pydantic","opencv","ffmpeg","cloudflare","github-actions","testing","linting","performance","web-development","computer-vision","video-processing",{"githubOwner":211,"githubRepo":212,"locale":26,"slug":334,"type":214},"python-master",{"extract":336,"llm":337},{"commitSha":237,"license":238},{"promptVersionExtension":191,"promptVersionScoring":192,"score":194,"targetMarket":197,"tier":198},{"parentExtensionId":218,"repoId":244},{"anyEnrichmentAt":246,"extractAt":247,"githubAt":246,"llmAt":209,"updatedAt":209},{"_creationTime":341,"_id":342,"community":343,"display":344,"identity":357,"providers":359,"relations":362,"workflow":363},1778053078370.9126,"k170ac5k9t3mf5yqdq25sqzhyh866q3y",{"reviewCount":8},{"description":345,"installMethods":346,"name":347,"sourceUrl":348,"tags":349},"Expert fal.ai generative media platform system with 600+ AI models (FLUX.2, GPT-Image 1.5, Veo 3.1, Sora 2, Kling 2.6, Recraft V3), client libraries (@fal-ai/client, fal-client), and serverless deployment. PROACTIVELY activate for: (1) ANY fal.ai task, (2) Image generation (FLUX.2, GPT-Image 1/1.5, SDXL, Recraft V3), (3) FLUX Kontext instruction-based image editing, (4) Video generation (Veo 3/3.1, Sora 2/Pro, Kling 2.6 Pro, LTX-2, Runway Gen-3), (5) Native audio in video (Veo 3, Kling 2.6), (6) Image-to-video animation pipelines, (7) Real-time WebSocket streaming (@fal.realtime.connect), (8) Queue-based execution (fal.subscribe, fal.queue), (9) Serverless deployment (fal.App, machine_type, keep_alive, min/max_concurrency), (10) GPU compute (T4/A10G/A100/H100/H200/B200), (11) JavaScript/TypeScript integration (@fal-ai/client), (12) Python integration (fal-client, fal_client.subscribe), (13) Storage (fal.Volume, fal.storage.upload), (14) Cost optimization and 2025 pricing ($0.025/image to $0.45/sec video). Provides: Complete model catalog, client library patterns, real-time streaming, webhook notifications, rate limiting strategies, error handling, and production deployment patterns.",{},"fal.ai Master Plugin","https://github.com/josiahsiegel/claude-plugin-marketplace/tree/HEAD/plugins/fal-ai-master",[350,351,352,353,354,16,21,18,355,356],"generative-ai","image-generation","video-generation","audio","3d-generation","javascript","api",{"githubOwner":211,"githubRepo":212,"locale":26,"slug":358,"type":214},"fal-ai-master",{"extract":360,"llm":361},{"commitSha":237,"license":238},{"promptVersionExtension":191,"promptVersionScoring":192,"score":242,"targetMarket":197,"tier":198},{"parentExtensionId":218,"repoId":244},{"anyEnrichmentAt":246,"extractAt":247,"githubAt":246,"llmAt":209,"updatedAt":209},{"_creationTime":365,"_id":366,"community":367,"display":368,"identity":377,"providers":379,"relations":384,"workflow":385},1778053078370.9082,"k1764gbdnqdtk6j1j5m1d64ckx8671tc",{"reviewCount":8},{"description":369,"installMethods":370,"name":371,"sourceUrl":372,"tags":373},"Complete Azure cloud expertise covering 2025-2026 features. This plugin should be used for ANY Azure resource provisioning, AKS Automatic, Container Apps GPU, Azure OpenAI (GPT-5, reasoning models), Deployment Stacks, Azure ML workspaces, AI Foundry, compute clusters, endpoints, Terraform, networking, private endpoints, managed identities, debugging, and cost optimization.",{},"Azure Master","https://github.com/josiahsiegel/claude-plugin-marketplace/tree/HEAD/plugins/azure-master",[374,17,375,229,22,376],"azure","infrastructure","iac",{"githubOwner":211,"githubRepo":212,"locale":26,"slug":378,"type":214},"azure-master",{"extract":380,"llm":381},{"commitSha":237,"license":238},{"promptVersionExtension":191,"promptVersionScoring":192,"score":382,"targetMarket":197,"tier":383},78,"evaluated",{"parentExtensionId":218,"repoId":244},{"anyEnrichmentAt":246,"extractAt":247,"githubAt":246,"llmAt":209,"updatedAt":209}]