gpt-review

An AI reviewer that sends an AGENTS.md file and selected project evidence to an Oracle session for independent critique.

In plain words
What is it for?
Use it to review AGENTS.md changes, filter sensitive files before upload, and separate minor suggestions from changes needing user approval.
Why use it?
It can reveal missing or incorrect repository guidance after the file has been generated or updated.

Agent

Part of the interdoc plugin — 1 skill, 1 command, 5 agents shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/mistakeknot/interdoc/gpt-review
Clone the repo
git clone --depth 1 https://github.com/mistakeknot/interdoc

Or install interdoc, the plugin that ships this one along with the rest of its 1 skill, 1 command, 5 agents.

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 302 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.00302
Opus 5 $0.00000 $0.00151
Sonnet 5 $0.00000 $0.00060
Haiku 4.5 $0.00000 $0.00030

Measured 2d ago against content hash c02677673e5f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

gpt-review scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/gpt-review.md · 32 lines

What it actually says

GPT Review Phase

After generation/update, interdoc sends AGENTS.md to Oracle for independent critique.

How It Works

  1. Pre-flight check verifies Oracle session
  2. Gathers evidence (git changes, commit messages, detected languages)
  3. Sends AGENTS.md + source files to GPT with critic prompt
  4. Parses structured JSON suggestions
  5. Classifies by significance:
    • Non-controversial (auto-applied): low severity, additive suggestions
    • Significant (user-prompted): high severity, corrections, 3+ suggestions

Oracle Dependencies

  • Oracle CLI installed (npm i -g @steipete/oracle)
  • Active ChatGPT session (X11 stack: Xvfb on :99, Chrome)
  • Environment: DISPLAY=:99 CHROME_PATH=/usr/local/bin/google-chrome-wrapper

Helper Scripts

  • hooks/tools/oracle-review.sh — Sends AGENTS.md to GPT for critique
  • hooks/tools/sanitize-review.sh — Strips code fences, citation artifacts
  • hooks/tools/secret-scan.sh — Filters dangerous files before Oracle upload

Troubleshooting

  • Oracle session expired: Run oracle-login via NoVNC, complete Cloudflare check
  • X11 not running: Check pgrep -f "Xvfb :99", restart if needed
  • Review skipped: Normal if Oracle unavailable — generation still works
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 32 lines · 0 tokens per session scan A c02677673e5f

Subscribe to this mod's changes

gpt-review is an agent published in the GitHub repository mistakeknot/interdoc (2 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 302 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.