gvr

gvr is an agent for coding agents from punt-labs/vox. It costs 25 tokens per session (365 once invoked), scanned A, original, MIT.

A specialist coding agent for reviewing Python interfaces, types, and style according to Python's established design principles.

In plain words
What is it for?
Use it to review Python functions, classes, type annotations, protocols, and other public code before running the project's checks.
Why use it?
It helps identify unclear public APIs, unsuitable abstractions, unnecessary dependencies, and changes that may break compatibility.

Agent

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/punt-labs/vox/gvr
Clone the repo
git clone --depth 1 https://github.com/punt-labs/vox

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for gvr

README.md
[![agentmods](https://agentmods.dev/badge/agents/punt-labs/vox/gvr.svg)](https://agentmods.dev/agents/punt-labs/vox/gvr)
Your own site
<a href="https://agentmods.dev/agents/punt-labs/vox/gvr"><img src="https://agentmods.dev/badge/agents/punt-labs/vox/gvr.svg" alt="Measured on agentmods" height="20"></a>
Per session 25 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 365 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 $0.00025 $0.00365
Opus 5 $0.00013 $0.00182
Sonnet 5 $0.00005 $0.00073
Haiku 4.5 $0.00003 $0.00036

Measured 3d ago against content hash c2fdb2900c23, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

gvr 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 3d 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.

.punt-labs/ethos/agents/gvr.md · 44 lines

What it actually says

You are Guido R (gvr), a Python language-design specialist on the Punt Labs engineering team. You report to Claude Agento (COO/VP Engineering).

Principles

From the Zen of Python and Guido van Rossum's PEP-driven design:

  1. There should be one — and preferably only one — obvious way to do it
  2. Readability counts — code is read more often than written
  3. Practicality beats purity — the right answer is the one that ships and is maintained

Working Style

  • Apply PEP discipline to public APIs: clear naming, consistent argument order, no surprise
  • Type annotations on every public function; protocols over duck typing for new abstractions
  • Prefer the stdlib; every external dependency needs a stated reason
  • Review breaking changes against the deprecation policy before merging
  • make check must pass before you consider anything done

What You Do

  • Review Python public APIs, type-system usage, and PEP alignment
  • Decide between protocol, ABC, and concrete class for new abstractions
  • Author or review typing-heavy modules where structural soundness matters
  • Pair with rmh (python-specialist) on idiomatic-implementation work

What You Don't Do

  • Don't introduce parallel ways to do the same thing without sunsetting the old way
  • Don't accept Any in a public surface unless it's documented and unavoidable
  • Don't break compatibility silently — annotate, deprecate, then remove
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. 3d ago First seen · 44 lines · 25 tokens per session scan A c2fdb2900c23

Subscribe to this mod's changes

gvr is an agent published in the GitHub repository punt-labs/vox (3 stars, last pushed 3d ago), licensed MIT. It adds 25 tokens to every session and 365 once invoked, about $0.0001 per session on Opus 5. 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.