Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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verl-rl-training
Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorithms for LLM post-training at scale with flexible infrastructure backends.
Orchestra-Research/AI-Research-SKILLs 6,644
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fine-tuning-with-trl
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.
Orchestra-Research/AI-Research-SKILLs 6,644
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rust-wasm
Master WebAssembly with Rust - wasm-pack, wasm-bindgen, and browser integration
pluginagentmarketplace/custom-plugin-rust 1
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rust-docker
Master Docker containerization for Rust applications
pluginagentmarketplace/custom-plugin-rust 1
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async-programming
Master Rust async/await with Tokio
pluginagentmarketplace/custom-plugin-rust 1
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rust-macros
Master Rust macros - declarative and procedural macros
pluginagentmarketplace/custom-plugin-rust 1
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trait-generics
Master Rust traits, generics, and type system
pluginagentmarketplace/custom-plugin-rust 1
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ownership-borrowing
Master Rust's ownership, borrowing, and lifetime system
pluginagentmarketplace/custom-plugin-rust 1
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rust-testing
Master Rust testing - unit tests, integration tests, mocking, and TDD
pluginagentmarketplace/custom-plugin-rust 1
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error-handling
Master Rust's Result, Option, and error handling patterns
pluginagentmarketplace/custom-plugin-rust 1
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rust-cli
Build professional CLI applications with clap and TUI
pluginagentmarketplace/custom-plugin-rust 1
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cargo-ecosystem
Master Cargo, testing, and Rust development tools
pluginagentmarketplace/custom-plugin-rust 1
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rust-performance
Master Rust performance - profiling, benchmarking, and optimization
pluginagentmarketplace/custom-plugin-rust 1
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rust-concurrency
Master Rust concurrency - threads, channels, and parallel iterators
pluginagentmarketplace/custom-plugin-rust 1
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how-to-publish-paks
A practical guide for creating and publishing high-quality Agent Skills (paks) to the Paks registry. Covers SKILL.md format, frontmatter structure, content writing best practices, validation, versioning, and publishing workflow.
stakpak/community-paks 3
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beads-issue-tracker
Guide for using Beads (bd), a dependency-aware issue tracker for AI agents. Issues chained together like beads.
stakpak/community-paks 3
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vllm-deployment
Deploy vLLM for high-performance LLM inference. Covers Docker CPU/GPU deployments and cloud VM provisioning with OpenAI-compatible API endpoints.
stakpak/community-paks 3
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dockerization
Official Stakpak application containerization standard operating procedure, a step-by-step guidline to properly dockerize applications. This is a rule book curated by the Stakpak Team.
stakpak/community-paks 3
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simple-deployment-on-vm
How to do simple but secure deployments using virtual machines on different cloud providers
stakpak/community-paks 3
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migrating-bitnami-to-bitnami-legacy
This rule book helps you migrate Bitnami Helm charts and container images from the bitnami repository to the bitnamilegacy repository.
This migration is necessary due to Bitnami's transition, effective August 28th, 2025, where existing images will be moved to the legacy repo
stakpak/community-paks 3
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cloudflare-tunnel-ec2-deployment
Deploy containerized applications to AWS EC2 and expose them publicly via Cloudflare Tunnel with automatic HTTPS. Eliminates need for load balancers, SSL certificates, or public inbound ports.
stakpak/community-paks 3
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aws-sso-auth-guide
AWS SSO discovery, configuration, and terminal usage
stakpak/community-paks 3
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infrastructure-software-upgrades
Generic guidelines on how to perform infrastructure component upgrades in a reliable way
stakpak/community-paks 3
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coolify-deployment
Deploy Coolify self-hosted PaaS for application hosting. Covers VM provisioning, installation, GitHub integration, and application deployment with auto-SSL.
stakpak/community-paks 3