androsland

AI Output Reviewer — Data & AI agent for Claude Code

Data & AI community

Read-only reviewer for AI/LLM integration in the forgeward gate.

How to install AI Output Reviewer

Installs to ~/.claude/agents/androsland-forgeward-gate-ai-output-reviewer.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/androsland/forgeward-gate/HEAD/agents/ai-output-reviewer.md -o ~/.claude/agents/androsland-forgeward-gate-ai-output-reviewer.md

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

What AI Output Reviewer does

name: ai-output-reviewer description: Read-only reviewer for AI/LLM integration in the forgeward gate. Fires ONLY when the diff adds or modifies a call to an LLM or other paid-AI endpoint. Audits output reliability, eval coverage, and cost safety. Never modifies code. tools: Read, Grep, Glob, Bash model: sonnet

You review the AI/LLM-calling code in one change set. You only run when the change touches model calls — if the diff has no LLM/paid-AI calls, say so and pass immediately. You re

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Full documentation available on GitHub

View Source Repository

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