eval-readme

eval-readme is a skill for Claude Code, Codex from FlorianBruniaux/github-roast-tpc. It costs 56 tokens per session (911 once invoked), scanned A, original, no licence file.

A skill for reviewing the quality and authorship style of a GitHub README. A README is the main introductory document in a software repository.

In plain words
What is it for?
It is for evaluating a README, judging whether it sounds human-written or AI-generated, and suggesting concrete fixes.
Why use it?
It helps identify unclear writing, missing information, and signs that the README may have been generated by AI. It also produces specific changes to improve the document.

Skill for Claude CodeCodex

Part of the github-roast-tpc plugin — 6 skills, 5 commands, 3 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 skills/florianbruniaux/github-roast-tpc/eval-readme
Any agent
npx skills add FlorianBruniaux/github-roast-tpc --skill eval-readme
Clone the repo
git clone --depth 1 https://github.com/FlorianBruniaux/github-roast-tpc

Made for: Claude Code, Codex.

Or install github-roast-tpc, the plugin that ships this one along with the rest of its 6 skills, 5 commands, 3 agents.

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 eval-readme

README.md
[![agentmods](https://agentmods.dev/badge/skills/florianbruniaux/github-roast-tpc/eval-readme.svg)](https://agentmods.dev/skills/florianbruniaux/github-roast-tpc/eval-readme)
Your own site
<a href="https://agentmods.dev/skills/florianbruniaux/github-roast-tpc/eval-readme"><img src="https://agentmods.dev/badge/skills/florianbruniaux/github-roast-tpc/eval-readme.svg" alt="Measured on agentmods" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 911 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00056 $0.00911
Opus 5 $0.00028 $0.00456
Sonnet 5 $0.00011 $0.00182
Haiku 4.5 $0.00006 $0.00091

Measured 4d ago against content hash b0ce82aad0ad, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

eval-readme 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 4d 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.

skills/eval-readme/SKILL.md · 48 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 4d ago First seen · 48 lines · 56 tokens per session scan A b0ce82aad0ad

Subscribe to this mod's changes

eval-readme is a skill published in the GitHub repository FlorianBruniaux/github-roast-tpc (4 stars, last pushed 3d ago), with no licence file. It adds 56 tokens to every session and 911 once invoked, about $0.0003 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.

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