jflournoy

Determinism Reviewer — Research agent for Claude Code

Research community

Finds work being done by model reasoning at runtime that tested code could do reliably.

How to install Determinism Reviewer

Installs to ~/.claude/agents/jflournoy-claude-analysis-config-determinism-reviewer.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/jflournoy/claude-analysis-config/HEAD/agents/determinism-reviewer.md -o ~/.claude/agents/jflournoy-claude-analysis-config-determinism-reviewer.md

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

What Determinism Reviewer does


name: determinism-reviewer description: Finds work being done by model reasoning at runtime that tested code could do reliably. Use when auditing a .claude directory, agents, skills, hooks, or analysis pipelines. Makes recommendations only — never changes files. tools: Read, Grep, Glob, Bash model: sonnet

Your concern is the boundary between what a model is asked to do at runtime and what a script could guaran

Alternatives in Research

Full documentation available on GitHub

View Source Repository