ai-driven-development

Name: ai-driven-development Review
Item: ai-driven-development
Rating: 3.2
Author: Aaron Matthews

Skill Development Usable

Works inClaude Code

Usable Scanned — metadata only

Standardizes how AI agents interact with codebases, reducing context loss and improving code quality across multiple AI tools.

Practices, protocols, and skills for AI-driven software development. 18 skills + 1 Bash safety hook for Claude Code, Codex CLI, OpenCode, Cursor, Gemini CLI, Antigravity, and any agent supporting the Agent Skills standard.

Enforce linting and type checks before agent commits code
Share structured context (architecture docs, naming conventions) across agents
Prevent destructive shell commands in automated code generation

124 starsMIT (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Standardizes how AI agents interact with codebases, reducing context loss and improving code quality across multiple AI tools. Includes safety guardrails (Bash hook) to prevent unintended system changes.

Best for

Engineering teams adopting multiple AI coding assistants (Claude, Cursor, Gemini CLI) who need consistent workflows and safety controls across tools.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/CodeAlive-AI/ai-driven-development

By CodeAlive-AI

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install CodeAlive-AI/ai-driven-development

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.

First thing to try

After installing, paste this into Claude:

Help me enforce linting and type checks before agent commits code

CostFree

Trust Signals Auto-scanned

Stars124Contributors5Last updated2026-08-16LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-17 · scanner v1

Community Pulse Active

Discussed on Hacker News, Reddit

After six years of development, I’m finally revealing Mythologous, an online, li — Reddit · 317 pts
AutoDev: Automated AI-driven development by Microsoft — Hacker News · 163 pts
Company is fully embracing AI driven development. How do you think this will unf — Reddit · 161 pts

3 mentions across 2 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 124 GitHub stars; 5 contributors; last commit 2d ago; license MIT.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

3/5

Reliability

4/5

Security

3/5

Overall score3.25 / 5.00 UsableEvaluatedAug 2026

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 124 GitHub stars; 5 contributors; last commit 2d ago; license MIT.

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