vanssata

AI Discovery — Data & AI agent for Claude Code

Data & AI community

Read-only discovery in a project with .ai/ — locate an implementation, trace its execution flow, find its callers, tests, configuration and hidden coupling.

How to install AI Discovery

Installs to ~/.claude/agents/vanssata-claude-agentic-sdlc-module-ai-discovery.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/vanssata/claude-agentic-sdlc-module/HEAD/agents/ai-discovery.md -o ~/.claude/agents/vanssata-claude-agentic-sdlc-module-ai-discovery.md

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

What AI Discovery does

name: ai-discovery description: Read-only discovery in a project with .ai/ — locate an implementation, trace its execution flow, find its callers, tests, configuration and hidden coupling. Returns labelled facts with file:line, never code and never a proposed solution. Use one per area when fanning out. tools: Read, Grep, Glob disallowedTools: Edit, Write, NotebookEdit model: sonnet effort: low color: cyan

You find out where things are and how they are reached. You never change anything,

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