{"name":"agent-skills: Reusable AI Agent Skills for Specification-Driven Development","description":"agent-skills is a comprehensive collection of reusable AI agent skills designed for specification-driven and autonomous development. It streamlines the entire software development lifecycle, from generating requirements and designs to implementing, reviewing, testing, and orchestrating the process. This repository empowers developers to leverage AI for enhanced productivity and consistent quality.","github":"https://github.com/anyoneanderson/agent-skills","url":"https://osrepos.com/repo/anyoneanderson-agent-skills","source":"osrepos.com","sourceDescription":"This repository profile is provided by osrepos.com, an open source repository discovery platform.","repositoryProfile":"https://osrepos.com/repo/anyoneanderson-agent-skills","generatedFor":"open source discovery and AI-assisted research","markdown":"https://osrepos.com/repo/anyoneanderson-agent-skills.md","json":"https://osrepos.com/repo/anyoneanderson-agent-skills.json","topics":["AI Agents","Development Automation","Specification-Driven Development","Software Engineering","Shell","LLM Tools","GitHub Actions","Autonomous Development"],"keywords":["AI Agents","Development Automation","Specification-Driven Development","Software Engineering","Shell","LLM Tools","GitHub Actions","Autonomous Development"],"stars":null,"summary":"agent-skills is a comprehensive collection of reusable AI agent skills designed for specification-driven and autonomous development. It streamlines the entire software development lifecycle, from generating requirements and designs to implementing, reviewing, testing, and orchestrating the process. This repository empowers developers to leverage AI for enhanced productivity and consistent quality.","content":"## Introduction\n\nagent-skills is a powerful collection of reusable AI agent skills designed to streamline the entire software development lifecycle through specification-driven and autonomous development. This repository provides a comprehensive suite of tools, from generating detailed requirements and designs to automating implementation, code review, testing, and project orchestration. It aims to enhance developer productivity, ensure consistent quality, and enable advanced autonomous development workflows.\n\n## Installation\n\nTo get started with agent-skills, you can install all skills globally or choose to install individual skills as needed.\n\nbash\n# Install all skills\nnpx skills add anyoneanderson/agent-skills -g -y\n\n# Install individual skills, for example:\nnpx skills add anyoneanderson/agent-skills --skill spec-generator -g -y\nnpx skills add anyoneanderson/agent-skills --skill spec-writing -g -y\n# ... and so on for other skills\n\n\n**Note**: The `cmux` skills require [cmux](https://cmux.dev/){:target=\"_blank\"} (macOS 14.0+) and must be executed within a `cmux` session.\n\n## Examples\n\nHere are some quick start examples demonstrating how to use `agent-skills`:\n\n### Generate Specifications\n\n\n> Generate requirements\n> Create a design document for a todo-app\n> Create a task list for a todo-app\n> Generate all specifications for an e-commerce site\n\n\n### Resume Session Across Sessions\n\n\n> handover write\n> handover boot\n> handover install\n> handover status\n\n\n### Inspect Specification Quality\n\n\n> Inspect specifications\n> Quality check\n> Validate specifications\n\n\n### Implement a Single Task\n\n\n> /spec-code --issue 42 --task T-003 --spec .specs/auth-feature/\n> /spec-code --task T-007 --feedback .specs/feature/review-T-007.md\n\n\n### Orchestrate the Entire Pipeline from Spec to PR\n\n\n> Implement from spec --issue 42\n> Start implementation --spec .specs/auth-feature/\n> Resume implementation --resume\n\n\n### Set Up Autonomous Harness Development\n\n**Prerequisite**: First, run `/spec-rules-init` and `/spec-workflow-init`. Harness consumes the `coding-rules.md`, `review_rules.md`, and `issue-to-pr-workflow.md` generated by these.\n\n\n> Initialize harness          # harness-init: Introduces the control loop\n> Plan epic               # harness-plan: Drafts product-spec ? roadmap ? tracker Issue\n> Run harness-loop        # harness-loop: Autonomous Generator ? Evaluator sprint ? PR\n> Run harness-loop --mode autonomous-ralph\n\n\n## Why Use It\n\nagent-skills offers a comprehensive suite of tools that significantly enhance the development process by leveraging AI. It provides:\n\n*   **Specification Management**: Skills like `spec-generator`, `spec-writing`, and `spec-inspect` automate the creation, refinement, and validation of project specifications, ensuring clarity and consistency from the outset. `spec-to-issue` can even convert specifications into structured GitHub Issues.\n*   **Development Automation**: From `spec-code` for autonomous task implementation to `spec-review` for structured code reviews and `spec-test` for test creation and execution, `agent-skills` covers the core development cycle. `spec-implement` and `spec-orchestrate` can manage the entire pipeline from specification to Pull Request.\n*   **Agent Collaboration**: Features like `handover` facilitate session continuity, while `cmux-fork`, `cmux-delegate`, `cmux-second-opinion`, and `agent-delegate` enable seamless collaboration and adversarial reviews between different AI agents, even across various LLM CLIs via `magi`.\n*   **Autonomous Development (Harness Engineering)**: For advanced users, the Harness Engineering suite (`harness-init`, `harness-plan`, `harness-loop`) introduces a self-driving development loop, allowing AI agents to plan epics, manage sprints, and iterate towards Pull Request creation with minimal human intervention.\n*   **Compatibility**: The skills are designed to work with a wide range of [SKILL.md](https://skills.sh){:target=\"_blank\"} format-compatible agents, including Claude Code, Cursor, Codex, Gemini CLI, and OpenCode, ensuring broad applicability across different AI development environments.\n\n## Links\n\n*   **GitHub Repository**: [https://github.com/anyoneanderson/agent-skills](https://github.com/anyoneanderson/agent-skills){:target=\"_blank\"}\n*   **License**: [MIT License](https://github.com/anyoneanderson/agent-skills/blob/main/LICENSE){:target=\"_blank\"}","metrics":{"detailViews":2,"githubClicks":1},"dates":{"published":null,"modified":"2026-08-17T07:22:59.000Z"}}