rand/cc-polymath

API Discovery automatically routes backend API work to the right design and security skills. Use it when building REST or GraphQL APIs, authentication, authorization, rate limiting, versioning, or error handling.

Agentic Workflow Discovery loads guidance for building autonomous AI agents, including task decomposition, tool use, context management, and multi-step planning. Use it when designing or debugging agentic workflows.

Anti-Slop detects and removes generic AI-generated patterns in text, code, and design. Use it to review AI output, clean up content, and enforce more specific quality standards.

CICD Discovery auto-activates for CI/CD, pipelines, and build automation work. It points Claude Code to the right CI/CD or build-system skills for tasks involving Actions, Jenkins, GitLab CI, testing, and deployments.

Cryptography Discovery auto-activates when working with TLS, certificates, PKI, encryption, and related security tasks. It points Claude Code to the relevant cryptography subskills for setup, troubleshooting, and best practices.

Data Skills Discovery loads data pipeline and ETL skills for work on ETL, batch processing, stream processing, validation, or orchestration. It acts as a gateway for choosing the right data workflow skill.

Database Discovery activates when working on SQL, PostgreSQL, MongoDB, Redis, schema design, migrations, query tuning, pooling, or ORM patterns. It routes you to the right database skill for design, optimization, selection, or implementation tasks.

Debugging Skills Discovery automatically loads debugging and profiling guidance for tasks involving breakpoints, stack traces, memory leaks, core dumps, and performance analysis. Use it when you need to route into the right debugging or observability skill.

Discover Distributed activates when work involves consensus, CRDTs, replication, partitioning, WebSockets, SSE, pub/sub, or event-driven systems. It helps route requests to the right distributed-systems or realtime skill.

Discover Math automatically activates for mathematics and algorithm tasks, then points to the right math subskills. Use it when working on linear algebra, calculus, optimization, statistics, probability, numerical methods, category theory, or topology.

Elegant Design creates accessible, responsive interfaces with polished interactions for chat, terminals, code display, and streaming content. Use it when building developer-focused web UIs that need careful layout, state handling, and design-system discipline.

Engineering Skills Discovery auto-loads relevant engineering practice skills during code review, documentation, pair programming, debugging, profiling, deployment, and diagram work. Use it to browse and load focused engineering skills as needed.

Frontend Skills Discovery automatically routes frontend development tasks to the right sub-skill for React, Next.js, state management, forms, accessibility, performance, and SEO. Use it when working on UI or terminal-based web interfaces.

Infrastructure Discovery routes Claude Code to the right cloud, deployment, container, or IaC skill. Use it when working with AWS, GCP, Azure, Docker, Kubernetes, Terraform, Netlify, Heroku, or serverless systems.

MCP Discovery automatically surfaces MCP server, tool design, and testing skills for MCP development tasks. Use it when building servers, defining resources or prompts, or debugging MCP integrations.

ML Skills Discovery automatically loads relevant machine learning and AI skills during ML development tasks. Use it when working on training, inference, RAG, embeddings, fine-tuning, LLMs, or diffusion models.

Mobile Skills Discovery auto-activates for iOS, Swift, SwiftUI, React Native, and related mobile app work. It points Claude Code to the mobile category index and specific skills to load as needed.

Networking Discovery automatically activates for TCP, UDP, DNS, SSH, Tailscale, and related connectivity work. Use it to load the right networking subskills for protocol, resilience, proxy, and tunneling tasks.

Product Skills Discovery auto-activates for product management, roadmap, prioritization, user stories, metrics, and strategy work. It serves as a gateway to more specific product, collaboration, and workflow skills.

Research Skills Discovery automatically loads research methodology skills for literature reviews, study design, data collection, analysis, synthesis, and research writing. Use it when a task involves academic research or experimental work.

Security Skills Discovery automatically surfaces related application security skills for authentication, authorization, validation, headers, vulnerability assessment, and secrets management. Use it when hardening apps or handling OWASP and security tasks.

Systems Theory Discovery routes requests about eBPF, compilers, type systems, IR, and formal methods to the relevant skills. Use it when working on tracing, parsers, SMT, Lean, or theorem proving.

Testing Discovery automatically loads testing-related skills when working on unit tests, integration tests, e2e, TDD, coverage, mocking, pytest, or Jest. Use it as a gateway to the testing category and then open specific skills as needed.

Wasm Skills Discovery auto-activates for WebAssembly and WASI work, then points Claude Code to the relevant wasm guidance. Use it to find the right wasm browser, Rust, fundamentals, or server-side skill.

Zig Discovery automatically activates the Zig skill set when working on Zig, comptime, allocators, build.zig, C interop, memory management, or systems programming. Use it to load the Zig category index or a specific Zig workflow skill.