ai-driven-development

Practices, protocols, and skills for AI-driven software development. Skills and safety hooks for Claude Code, Codex, OpenCode, Cursor, Antigravity, and any agent supporting the Agent Skills standard.

Active — Updated in the last 14 days
Multi-agent — Targets three or more agents

Works with

Claude
Codex
Cursor
Gemini
OpenCode

View on GitHub

162 GitHub stars (162)

+12 in 16 days

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22 skills (22 skills found in its SKILL.md files)
14 forks (14 forks)
2d ago last update (Last updated 2d ago)

Install

Skills CLI

npx skills add CodeAlive-AI/ai-driven-development

Asks which skills and agents to install. Just one: npx skills add CodeAlive-AI/ai-driven-development --skill agentic-readiness — add -g for every project.

Claude Code

git clone https://github.com/CodeAlive-AI/ai-driven-developmentcp -r "ai-driven-development/skills/agentic-readiness" ~/.claude/skills/

Copies the agentic-readiness skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add CodeAlive-AI/ai-driven-development

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

Filter skills

In the author's own words, from each skill's SKILL.md.

agentic-readiness

Audit and improve repositories for reliable agentic work across Codex and Codex App, Claude Code, and OpenCode. Use when reviewing AGENTS.md or CLAUDE.md quality and discovery, instruction routing in monorepos or meta-repos, agent settings, MCP configuration, skills, subagents, context budgets, or repository organization for coding agents.
skills/agentic-readiness/SKILL.md on GitHub (opens in a new tab)
bug-fix-protocol

8-step disciplined bug-fix protocol that treats every production bug as two failures — the code defect itself and the testing system that allowed it through. Use when fixing a production bug, investigating a regression, writing a post-mortem, or auditing a missed defect. Triggers on "fix this bug", "production bug", "regression test", "post-mortem", "test gap", "why did the tests miss this".
skills/bug-fix-protocol/SKILL.md on GitHub (opens in a new tab)
clipboard

Copy text to clipboard with optional rich formatting. Triggers on "copy to clipboard", "copy that", "pbcopy", "copy formatted", "copy rich text".
skills/clipboard/SKILL.md on GitHub (opens in a new tab)
code-that-fits-in-your-head

Software-engineering heuristics based on Mark Seemann's Code That Fits in Your Head (2021), updated for agent-driven development. Use when writing or reviewing code, refactoring accidental complexity or a Big Ball of Mud, controlling technical or architectural debt in generated code, designing APIs and invariants, adding a feature through a walking skeleton and acceptance tests, debugging a defec…
skills/code-that-fits-in-your-head/SKILL.md on GitHub (opens in a new tab)
fetch-url-as-markdown

Fetch a web page (URL) and return clean Markdown via local trafilatura, with Exa MCP as a fallback for JS-rendered or anti-bot pages. Use when the user asks to read, fetch, scrape, summarize, or quote a URL — prefer this over the built-in WebFetch tool. Don't use for binary files (PDFs, images, archives) or for fetching API/JSON endpoints.
skills/fetch-url-as-markdown/SKILL.md on GitHub (opens in a new tab)
fpf-problem-solving

Use First Principles Framework (FPF) to decompose problems, architect systems, evaluate alternatives, define quality, recover and replace methods, initiate inquiry from ordinary work, disambiguate agent-relative instructions, steer or resume work, surface applicable methods, coordinate development states, bridge domain terms, screen mandatory steps, compare configurations, probe capability, decid…
skills/fpf-problem-solving/SKILL.md on GitHub (opens in a new tab)
hooks-management

Manage hooks and automation for coding agents (Claude Code, Codex CLI, OpenCode, Devin CLI/Desktop). Use when users want to add, list, remove, update, or validate hooks. Triggers on requests like "add a hook", "create a hook that...", "list my hooks", "remove the hook", "validate hooks", or any mention of automating agent behavior with shell commands or plugins.
skills/hooks-management/SKILL.md on GitHub (opens in a new tab)
installing-cli-tools

Install, upgrade, configure, and verify developer CLI tools safely. Use when a user asks to install a new CLI, command-line app, SDK tool, package-manager binary, GitHub release binary, language runtime tool, or AI/vendor CLI; configure shell PATH/completions; run first login; set API keys, tokens, or env variables for a CLI; migrate an existing CLI install; or troubleshoot a CLI installation whi…
skills/installing-cli-tools/SKILL.md on GitHub (opens in a new tab)
investigating-repository-history

Investigate GitHub repository history before risky code changes using git blame/log, GitHub PRs, review comments, squash/rebase/cherry-pick/rename heuristics, and cited evidence. Use when asking why code exists, whether a change is safe, what PR introduced behavior, or before editing API, compatibility, security, concurrency, persistence, migration, or performance-sensitive code.
skills/investigating-repository-history/SKILL.md on GitHub (opens in a new tab)
maintaining-macos-health

Hands-on playbook for macOS disk cleanup, dev-machine optimization, and proactive health alerting. Use when the Mac is full or slow, when a process persistently burns CPU, when a kernel panic / watchdog timeout / vm-compressor-space-shortage / Jetsam event happened, when the user asks to free disk space, audit storage, set up disk/memory/CPU alerts, or restore the same monitoring on a new Mac. Bu…
skills/maintaining-macos-health/SKILL.md on GitHub (opens in a new tab)
maintaining-windows-health

Hands-on playbook for Windows 11 disk cleanup, dev-machine optimization, and proactive health alerting. Use when the PC is full or slow, when a BSOD / Kernel-Power 41 / crash dump / commit-memory pressure happened, when the user asks to free disk space, audit storage, set up disk/memory alerts, or restore the same monitoring on a new PC. Built around native Microsoft-supported tooling (Storage Se…
skills/maintaining-windows-health/SKILL.md on GitHub (opens in a new tab)
mcp-management

Search, install, configure, update, and remove MCP servers across coding agents (Claude Code, Cursor, VS Code, Claude Desktop, Gemini CLI, Codex, Goose, Zed, Devin CLI/Desktop, and more). Supports multi-agent installation via npx add-mcp, the official MCP registry, and direct config editing.
skills/mcp-management/SKILL.md on GitHub (opens in a new tab)
plan-mode

Use this skill when the user asks to plan, design, scope, estimate, or implement a feature, bug fix, refactor, migration, integration, API change, UI change, or other project modification. Enforces a planning gate before editing code — investigate project context, analyze the task, surface ambiguities, contradictions, risks, dependencies, and blockers, ask focused questions, produce an evidence-b…
skills/plan-mode/SKILL.md on GitHub (opens in a new tab)
plugins-management

Create, publish, delete, and submit plugins for coding agents (Claude Code, OpenCode, Devin CLI/Desktop). Use when user wants to (1) create a new plugin with proper structure, (2) create or configure a plugin marketplace, (3) publish plugins to GitHub/GitLab/npm, (4) delete/uninstall plugins, (5) validate plugin structure, or (6) prepare and submit plugins to the official Anthropic directory or t…
skills/plugins-management/SKILL.md on GitHub (opens in a new tab)
prompt-engineering

Universal prompt engineering techniques for any LLM. Use when crafting, optimizing, or reviewing prompts for AI models. Triggers on requests like "improve this prompt", "write a system prompt", "optimize my instructions", "help me prompt engineer", "audit this prompt", "review my prompt", or when building agentic systems that need structured prompts.
skills/prompt-engineering/SKILL.md on GitHub (opens in a new tab)
refactoring-csharp

Rename and refactor C# symbols in a .NET solution or multi-solution monorepo with a one-shot Roslyn CLI. Use when the user asks to rename a symbol, preview impact, update references across a solution, or refactor shared projects across several solutions.
skills/refactoring-csharp/SKILL.md on GitHub (opens in a new tab)
repo-activity-summary

Summarize a repository's recent engineering activity from git history — technologies, work types, churn hotspots, contributor patterns, and velocity. Use when asking "what has this repo been working on", "is this project active", "who contributes what", "where are the hotspots", or before onboarding onto an unfamiliar codebase.
skills/repo-activity-summary/SKILL.md on GitHub (opens in a new tab)
semantic-scholar-deep

Deep research over the Semantic Scholar Graph API. Covers endpoints missing from allenai's lookup skill — paper references (backward citations), recommendations, batch paper lookup (up to 500 IDs), snippet search, and multi-hop citation graph traversal (BFS forward/backward). Use when the user asks to build a citation graph, expand a literature seed, find related work, run a reference network tra…
skills/semantic-scholar-deep/SKILL.md on GitHub (opens in a new tab)
settings-management

View and configure settings for coding agents (Claude Code, Codex CLI, OpenCode, Devin CLI/Desktop, and others). Covers JSON settings for Claude Code and Devin, TOML for Codex CLI, and JSON/JSONC for OpenCode, including permissions, sandbox, model selection, profiles, feature flags, providers, hooks, subagents, and skills.
skills/settings-management/SKILL.md on GitHub (opens in a new tab)
skills-management

Search, find, discover, install, remove, update, review, deduplicate, list, move, optimise, and iterate on skills for AI coding agents. Use when user asks "find a skill for X", "install skill", "remove skill", "update skills", "list skills", "deduplicate skills", "why are two skills shown", "choose the canonical skill", "check for skill conflicts", "review skill quality", "move skill", "check for…
skills/skills-management/SKILL.md on GitHub (opens in a new tab)
ubiquitous-language

Maintain a project thesaurus (domain glossary) following DDD ubiquitous language principles. Use PROACTIVELY when naming anything: variables, functions, classes, modules, database fields, API endpoints, events, files, or directories. Also use when the user asks to "create thesaurus", "update glossary", "add term", "rename to match domain", "check naming consistency", "what should I call this", "d…
skills/ubiquitous-language/SKILL.md on GitHub (opens in a new tab)
windows-qa-engineer

Use when testing Windows 11 desktop apps (WinForms/WPF/UWP) via UFO UIA/Win32 automation MCP. Triggers on "test this Windows app", "QA the app", "run smoke test", "click the button", "fill the form", "check the UI", "Windows automation", "UFO QA", "verify the dialog", or any Windows desktop UI testing task. Not for web/browser testing (use Playwright), mobile testing, or non-Windows platforms.
skills/windows-qa-engineer/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.

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ai-driven-development