GitHub user
Agent skills by rand
- skills
- 26
- repository
- 1
Repositories by rand
Skills by rand, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. | rand/ | 181 | — | ~2.9k | Automated safety check: Pass | MIT | 7 mo ago |
| 2 | Refactor codebases using Design by Typed Holes methodology - iterative, test-driven refactoring with formal hole resolution, constraint propagation, and continuous validation. | rand/ | 181 | — | ~5.6k | Automated safety check: Pass | MIT | 7 mo ago |
| 3 | Automatically discover agentic workflow skills when building AI agents, implementing tool use patterns, managing context windows, decomposing complex tasks, or designing multi-step autonomous… | rand/ | 181 | 1 repo | ~1.4k | Automated safety check: Pass | MIT | 7 mo ago |
| 4 | Create world-class, accessible, responsive interfaces with sophisticated interactive elements including chat, terminals, code display, and streaming content. | rand/ | 181 | — | ~2.7k | Automated safety check: Pass | MIT | 7 mo ago |
| 5 | Automatically discover API design skills when working with REST APIs, GraphQL schemas, API authentication, OAuth, JWT, rate limiting, API versioning, error handling, or endpoint design. | rand/ | 181 | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 7 mo ago |
| 6 | Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. | rand/ | 181 | — | ~2k | Automated safety check: Pass | MIT | 7 mo ago |
| 7 | Automatically discover frontend development skills when working with React, Next.js, UI components, state management, data fetching, forms, accessibility, performance optimization, or SEO. | rand/ | 181 | — | ~2.4k | Automated safety check: Pass | MIT | 7 mo ago |
| 8 | Automatically discover MCP (Model Context Protocol) skills when building MCP servers, designing tools, implementing resources/prompts, or testing MCP integrations. | rand/ | 181 | — | ~938 | Automated safety check: Pass | MIT | 7 mo ago |
| 9 | Automatically discover research methodology skills when working with research methodology, literature review, systematic review, evidence synthesis, academic research, or experimental design. | rand/ | 181 | — | ~2.2k | Automated safety check: Pass | MIT | 7 mo ago |
| 10 | 10.Discover ML Automatically discover machine learning and AI skills when working with machine learning, PyTorch, training, inference, RAG, embeddings, fine-tuning, LLM, DSPy, HuggingFace, or diffusion models. | rand/ | 181 | 1 repo | ~574 | Automated safety check: Pass | MIT | 7 mo ago |
| 11 | Automatically discover security skills when working with authentication, authorization, input validation, security headers, vulnerability assessment, or secrets management. | rand/ | 181 | — | ~1.9k | Automated safety check: Pass | MIT | 7 mo ago |
| 12 | Automatically discover cryptography skills when working with encryption, TLS, certificates, PKI, and security | rand/ | 181 | — | ~818 | Automated safety check: Pass | MIT | 7 mo ago |
| 13 | Automatically discover data pipeline and ETL skills when working with ETL, data pipelines, streaming, batch processing, data validation, or pipeline orchestration. | rand/ | 181 | — | ~915 | Automated safety check: Pass | MIT | 7 mo ago |
| 14 | Automatically discover debugging and profiling skills when working with GDB, LLDB, breakpoints, profiling, stack traces, memory leaks, core dumps, or performance profiling. | rand/ | 181 | — | ~519 | Automated safety check: Pass | MIT | 7 mo ago |
| 15 | Automatically discover distributed systems and realtime communication skills when working with consensus, CRDTs, replication, WebSocket, SSE, pub/sub, or event-driven architectures | rand/ | 181 | — | ~638 | Automated safety check: Pass | MIT | 7 mo ago |
| 16 | Automatically discover software engineering practice skills when working with code review, documentation, pair programming, production debugging, performance profiling, deployment strategies, or… | rand/ | 181 | — | ~723 | Automated safety check: Pass | MIT | 7 mo ago |
| 17 | Automatically discover cloud, infrastructure, deployment, and container skills when working with AWS, GCP, Azure, Docker, Kubernetes, Terraform, Netlify, Heroku, serverless, or IaC | rand/ | 181 | — | ~783 | Automated safety check: Pass | MIT | 7 mo ago |
| 18 | Automatically discover mathematics and algorithm skills when working with linear algebra, calculus, optimization, statistics, probability, numerical methods, category theory, or topology. | rand/ | 181 | — | ~547 | Automated safety check: Pass | MIT | 7 mo ago |
| 19 | Automatically discover mobile development skills when working with iOS, Android, Swift, SwiftUI, React Native, mobile development, SwiftData, or app development. | rand/ | 181 | — | ~494 | Automated safety check: Pass | MIT | 7 mo ago |
| 20 | Automatically discover networking and connectivity skills when working with TCP, UDP, DNS, mTLS, NAT traversal, SSH, Mosh, Tailscale, or network resilience. | rand/ | 181 | — | ~543 | Automated safety check: Pass | MIT | 7 mo ago |
| 21 | Automatically discover product management skills when working with product management, roadmap, user stories, prioritization, metrics, or product strategy. | rand/ | 181 | — | ~499 | Automated safety check: Pass | MIT | 7 mo ago |
| 22 | Automatically discover eBPF, compiler, programming language theory, information retrieval, and formal verification skills when working with kernel tracing, parsers, type systems, Z3, Lean, or… | rand/ | 181 | — | ~812 | Automated safety check: Pass | MIT | 7 mo ago |
| 23 | Automatically discover testing skills when working with unit testing, integration testing, e2e testing, TDD, test coverage, mocking, pytest, Jest, or test automation. | rand/ | 181 | — | ~513 | Automated safety check: Pass | MIT | 7 mo ago |
| 24 | Automatically discover WebAssembly skills when working with WebAssembly, WASM, WASI, wasm-bindgen, Rust to WASM, wasm-pack, or browser runtime. | rand/ | 181 | — | ~473 | Automated safety check: Pass | MIT | 7 mo ago |
| 25 | 25.Discover Zig Automatically discover Zig programming skills when working with Zig, comptime, allocators, build.zig, safety, C interop, memory management, or systems programming. | rand/ | 181 | — | ~476 | Automated safety check: Pass | MIT | 7 mo ago |
| 26 | Automatically discover CI/CD and automation skills when working with GitHub Actions, Jenkins, GitLab CI, pipelines, continuous integration, continuous deployment, or automated testing. | rand/ | 181 | — | ~437 | Automated safety check: Pass | MIT | 7 mo ago |
Questions, answered from the data.
What is the best skill by rand?
Anti Slop from rand/cc-polymath ranks first of the 26 skills by rand listed here, with the highest score: its repository has 181 GitHub stars, its SKILL.md loads about 2.9k tokens and it passes the automated safety check with no findings. Next come Typed Holes Refactor and Discover Agentic.
Are rand's skills official?
None yet. All 26 skills by rand listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.