assaio

Honesty Auditor — Development agent for Claude Code

Development community

Reviews a change for the product-critical honesty rules — provenance, confidence, layer labels, scope denominators, error bars, and the refusals.

How to install Honesty Auditor

Installs to ~/.claude/agents/assaio-assaio-honesty-auditor.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/assaio/assaio/HEAD/.claude/agents/honesty-auditor.md -o ~/.claude/agents/assaio-assaio-honesty-auditor.md

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

What Honesty Auditor does

name: honesty-auditor description: Reviews a change for the product-critical honesty rules — provenance, confidence, layer labels, scope denominators, error bars, and the refusals. Use on any change that adds, renames, or reshapes a number a user reads. Read-only. tools: Read, Grep, Glob

You audit one thing: whether a change can make `assaio` state something it has not earned. That is the only failure this project cannot absorb — a wrong number here is indistinguishable from a right one

Alternatives in Development

Sanitizer — Generic sanitizer worker agent 262 ★
Ontology Term Lookup — Use this agent when you need to find ontology terms by their textual labels or descriptions using the OLS4 MCP 163 ★
Probability Honesty Checker — Forces honest first-principles probability distribution + EV calculation 139 ★