What is ai-driven-development?

A collection of 25 skills and one hook for AI-assisted software development. It covers agent configuration, engineering practices, research and documentation, AI infrastructure, and multi-agent work.

Use it for the software-development, agent-setup, research, documentation, infrastructure, and multi-agent tasks covered by its included skills.

It brings several development procedures together, so an agent can follow established workflows for repository preparation, planning, debugging, refactoring, research, and related tasks. The excerpt does not provide the full list of included skills.

ai-driven-development — Plugin by CodeAlive-AI

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code

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

agentmods

npx agentmods add plugins/codealive-ai/ai-driven-development/marketplace

Clone the repo

git clone --depth 1 https://github.com/CodeAlive-AI/ai-driven-development

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

ai-driven-development scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/marketplace.json · 72 lines

How it starts

The opening of the file, as written. The whole thing — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.

{
  "$schema": "https://anthropic.com/claude-code/marketplace.schema.json",
  "name": "ai-driven-development",
  "owner": {
    "name": "CodeAlive-AI",
    "email": "[email protected]"
  },
  "metadata": {
    "description": "Practices, protocols, and skills for AI-driven software development — for any agent that supports the Agent Skills standard (Claude Code, Codex CLI, OpenCode, Cursor, Gemini CLI, Antigravity, and more).",
    "version": "8.0.0"
  },
  "plugins": [
    {
      "name": "ai-driven-development",
      "description": "An umbrella collection of 25 skills + 1 hook for AI-driven development: agent self-configuration (MCP / hooks / settings / skills / plugins / cross-agent repository readiness / safe CLI installation), engineering practices (maintainable complexity, prompt engineering, FPF problem solving, bug-fix protocol, planning gate, repository-history investigation, repository activity summary, C# refactoring, Apple App Store submission review), AI infrastructure (OpenRouter endpoint ranking and routing), research & docs (Semantic Scholar deep research, URL-to-Markdown, ubiquitous-language thesaurus), multi-agent orchestration (consilium: review and stateful delegation), macOS & Windows health & cleanup, and niche utilities (clipboard, Windows QA). Plus a Claude Code Bash safety hook.",
      "version": "9.8.0",
      "author": {
        "name": "CodeAlive-AI",
        "email": "[email protected]"
      },
      "homepage": "https://github.com/CodeAlive-AI/ai-driven-development",
      "repository": "https://github.com/CodeAlive-AI/ai-driven-development",
      "license": "MIT",
      "source": "./",
      "category": "developer-tools",
      "tags": [
        "skills",
        "meta-skills",
        "ai-driven-development",
        "agent-reflection",
        "engineering-practices",
        "multi-agent",
        "mcp",
        "hooks",
        "plugins",
        "settings",
        "prompt-engineering",
        "fpf",
        "bug-fix-pro

Read the full file on GitHub · 72 lines

Files

What ships with it

1 file beside marketplace.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

plugin.json 1.4 KB

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday First seen · 72 lines scan A ebb4f9eaf19b

Subscribe to this mod's changes

ai-driven-development is a plugin published in the GitHub repository CodeAlive-AI/ai-driven-development (131 stars, last pushed 3d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Research Writing and docs agent-skills ai-coding ai-driven-development antigravity claude-code codex-cli

ai-driven-development

Getting it into your agent

Grade A, and why

Nothing flagged

How it starts

What ships with it

What this file has done since we first saw it

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