{"name":"cc-polymath: Context-Efficient Skills for Claude Code Development","description":"cc-polymath is an innovative GitHub repository offering a vast collection of atomic skills and workflows specifically designed for Claude Code. It addresses the challenge of providing comprehensive development knowledge without overwhelming the AI's context window. By employing a progressive discovery system, cc-polymath ensures context efficiency and high-quality skill access across a wide range of technical domains.","github":"https://github.com/rand/cc-polymath","url":"https://osrepos.com/repo/rand-cc-polymath","source":"osrepos.com","sourceDescription":"This repository profile is provided by osrepos.com, an open source repository discovery platform.","repositoryProfile":"https://osrepos.com/repo/rand-cc-polymath","generatedFor":"open source discovery and AI-assisted research","markdown":"https://osrepos.com/repo/rand-cc-polymath.md","json":"https://osrepos.com/repo/rand-cc-polymath.json","topics":["ai","claude-code","skills","python","development-workflows","cloud-infrastructure","advanced-maths"],"keywords":["ai","claude-code","skills","python","development-workflows","cloud-infrastructure","advanced-maths"],"stars":null,"summary":"cc-polymath is an innovative GitHub repository offering a vast collection of atomic skills and workflows specifically designed for Claude Code. It addresses the challenge of providing comprehensive development knowledge without overwhelming the AI's context window. By employing a progressive discovery system, cc-polymath ensures context efficiency and high-quality skill access across a wide range of technical domains.","content":"## Introduction\n\n`cc-polymath` is an innovative GitHub repository that provides a comprehensive set of atomic skills and workflows for Claude Code. Its primary goal is to optimize context efficiency and skill quality, tackling the inherent tradeoff between providing extensive development knowledge and managing Claude's context window. This project achieves this by organizing over 410 skills through a multi-tier progressive discovery system.\n\n## Why Use and Benefits\n\nThe core problem `cc-polymath` solves is the \"Context vs. Coverage\" dilemma in AI-assisted development. Loading all necessary knowledge upfront can consume over 25,000 tokens, leaving little room for actual work, while loading nothing leaves Claude without essential patterns. `cc-polymath`'s solution involves over 410 atomic, focused, and composable skills, each averaging 320 lines, ensuring quick loading and single responsibility.\n\nThe repository employs a three-tier architecture for progressive discovery:\n\n*   **Tier 1: Gateway Skills (23 auto-discovered Agent Skills)**: Lightweight entry points that activate automatically based on keywords in your prompt, such as `discover-api` or `discover-database`.\n*   **Tier 2: Category Indexes (30 detailed references)**: Full skill listings with descriptions and use cases, loaded only when browsing or planning.\n*   **Tier 3: Individual Skills (on-demand)**: Complete implementation guides loaded precisely when needed.\n\nThis architecture offers significant benefits:\n\n*   **Context efficiency**: Reduces token consumption by 60-84% compared to monolithic indexes, freeing up context for code and conversation.\n*   **No boot overhead**: Claude Code starts with zero skills loaded, with gateway skills activating intelligently.\n*   **Discoverability**: Users don't need prior knowledge of available skills, as keywords in prompts trigger relevant gateways, enabling progressive loading from gateway to index to specific skill.\n\nThe repository covers a vast array of domains, including core development (languages, frameworks, infrastructure, DevOps, data, APIs), specialized domains (Machine Learning & AI, Rust & PyO3, Information Retrieval, Programming Language Theory, Formal Methods, Advanced Mathematics, Systems Programming), and workflow/meta skills.\n\n## Installation\n\nInstallation is straightforward, especially as a Claude Code Plugin.\n\nbash\n# Recommended: Install as Claude Code Plugin\n/plugin install https://github.com/rand/cc-polymath\n\n# For local development or testing\n/plugin install /Users/rand/src/cc-polymath\n\n\nOnce installed, all 410+ skills and the `/skills` command are immediately available. Auto-discovery works by simply starting your work, as Claude Code automatically activates relevant gateway skills based on your task keywords. Manual loading for browsing or planning is also supported using `cat` commands.\n\n## Examples\n\n`cc-polymath` skills are designed to be composed for complex workflows. Here are a few examples:\n\n**Full-stack web app:**\nbash\ncat skills/api/rest-api-design.md\ncat skills/frontend/nextjs-app-router.md\ncat skills/database/postgres-schema-design.md\ncat skills/caching/redis-caching-patterns.md\ncat skills/cicd/github-actions-workflows.md\n\n\n**ML deployment with DSPy:**\nbash\ncat skills/ml/dspy-setup.md\ncat skills/ml/dspy-modules.md\ncat skills/ml/dspy-optimizers.md\ncat skills/modal/modal-gpu-workloads.md\ncat skills/modal/modal-web-endpoints.md\ncat skills/observability/structured-logging.md\n\n\n**Multi-layer caching strategy:**\nbash\ncat skills/caching/caching-fundamentals.md\ncat skills/caching/service-worker-caching.md\ncat skills/caching/http-caching.md\ncat skills/caching/cdn-edge-caching.md\ncat skills/caching/redis-caching-patterns.md\ncat skills/caching/cache-invalidation-strategies.md\n\n\n## Links\n\n*   [GitHub Repository](https://github.com/rand/cc-polymath){:target=\"_blank\"}\n*   [Getting Started Guide](https://github.com/rand/cc-polymath/blob/main/docs/GETTING_STARTED.md){:target=\"_blank\"}\n*   [Example Conversations](https://github.com/rand/cc-polymath/blob/main/docs/FIRST_CONVERSATIONS.md){:target=\"_blank\"}\n*   [Troubleshooting](https://github.com/rand/cc-polymath/blob/main/docs/TROUBLESHOOTING.md){:target=\"_blank\"}\n*   [FAQ](https://github.com/rand/cc-polymath/blob/main/docs/FAQ.md){:target=\"_blank\"}","metrics":{"detailViews":0,"githubClicks":1},"dates":{"published":null,"modified":"2026-09-09T23:39:02.000Z"}}