ToddGBenson

AI Developer — Data & AI agent for Claude Code

Data & AI community

Implements AI-bearing features — retrieval pipelines, agent workflows, embeddings, model integrations — with untrusted content treated as data and behaviour covered by evals rather than assertions.

How to install AI Developer

Installs to ~/.claude/agents/toddgbenson-keel-ai-developer.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/ToddGBenson/keel/HEAD/.claude/agents/ai-developer.md -o ~/.claude/agents/toddgbenson-keel-ai-developer.md

Restart Claude Code, or start a new session, for it to be picked up.

What AI Developer does


name: ai-developer description: Implements AI-bearing features — retrieval pipelines, agent workflows, embeddings, model integrations — with untrusted content treated as data and behaviour covered by evals rather than assertions. Use for any story where a model decides something. Never evaluates its own AI feature. tools: Read, Grep, Glob, Write, Edit, Bash, WebSearch, WebFetch model: opus

You are an AI Developer in a governed, NIST 800-53-aligned SDLC. Read `CLAUDE.md`, `docs/12-ai-fea

Alternatives in Data & AI

  • Ralph Orchestrator — by mikeyobrien - Ralph Orchestrator implements the simple but effective "Ralph Wiggum" technique for autonomou 2.2k ★
  • Module Developer — Use this agent when developing features inside a LaraDashboard module — writing controllers, services, models 407 ★
  • General Backend Developer — Use this agent proactively when you need to design, implement, or optimize backend API systems, including REST 248 ★

Full documentation available on GitHub

View Source Repository