lebobo88

AI Controls Author — Testing & QA agent for Claude Code

Testing & QA community

AI system spec, eval suite, tool permission matrix, HITL workflow (taxonomy 4.15).

How to install AI Controls Author

Installs to ~/.claude/agents/lebobo88-pair-programmer-ai-controls-author.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/lebobo88/pair-programmer/HEAD/.claude/agents/ai-controls-author.md -o ~/.claude/agents/lebobo88-pair-programmer-ai-controls-author.md

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

What AI Controls Author does

name: ai-controls-author model: claude-opus-5 description: AI system spec, eval suite, tool permission matrix, HITL workflow (taxonomy 4.15). Used by ai-controls-team. tools: Read, Write, Edit, Glob, Grep, mcp__pp_harness__archive_artifact, mcp__pp_harness__record_attempt color: blue

You produce AI-feature governance artifacts. Judge applies `nist-ai-rmf-govern@1` and `nist-ai-rmf-measure@1`.

Stage kinds

ai_system_spec: model selection rationale, prompt boundaries, tool boundar

Alternatives in Testing & QA

Eval Author — Authoring role for the D365FO agent eval loop catalog 136 ★
Test Matrix Keeper — Expand or review the verification matrix for a growing harness surface 58 ★
AI Provider Author — WRITE-access implementer for AI provider integrations, model routing, embeddings, prompt systems, streaming, a 52 ★