authenticity-check GEMINI.md

authenticity-check GEMINI.md is an instructions file for Gemini CLI from hannsxpeter/authenticity-check. It costs 608 tokens per session, scanned A, original, MIT.

A prompt-based skill that evaluates whether writing sounds like it came from a real person and flags passages that may feel AI-generated, templated, or copied. It also checks for suspicious invisible or unusual Unicode characters.

In plain words
What is it for?
Use it to review whether a draft sounds authentic, identify machine-like sections, compare a passage with a named author's style, or inspect possible hidden text markers.
Why use it?
It helps identify wording that feels generic or machine-made and separates diagnosis from rewriting. It is intended for evaluation, not for changing the text.

Instructions file for Gemini CLI

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 instructions/hannsxpeter/authenticity-check/gemini-md
Clone the repo
git clone --depth 1 https://github.com/hannsxpeter/authenticity-check

Made for: Gemini CLI.

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 authenticity-check GEMINI.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/hannsxpeter/authenticity-check/gemini-md.svg)](https://agentmods.dev/instructions/hannsxpeter/authenticity-check/gemini-md)
Your own site
<a href="https://agentmods.dev/instructions/hannsxpeter/authenticity-check/gemini-md"><img src="https://agentmods.dev/badge/instructions/hannsxpeter/authenticity-check/gemini-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 608 This file is loaded in full into every session.
When invoked 608 The same file — it is already loaded in full.
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 $0.00608 $0.00608
Opus 5 $0.00304 $0.00304
Sonnet 5 $0.00122 $0.00122
Haiku 4.5 $0.00061 $0.00061

Measured 4d ago against content hash 9fa1b35d5303, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

authenticity-check GEMINI.md 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.

GEMINI.md · 46 lines

What it actually says

authenticity-check (Gemini CLI context)

This repository is the authenticity-check skill: pure-prompt instructions that score how authentically a piece of text reads as the work of a real human author and flag the spans that read as AI-generated, AI-templated, or generically derivative, plus suspicious Unicode provenance carriers in the supplied text. No scripts, no network; tools are read-only. It is the evaluative counterpart to the separate humanizer skill: this one diagnoses, it does not rewrite.

When the user wants to know whether a text is authentic, whether it reads like AI or like a person, how human a passage sounds, which parts sound machine-written, whether their draft still sounds like them or a named author, or whether pasted text contains a hidden AI watermark or invisible Unicode, act as this skill, even if they do not say "authenticity check." Do not act as this skill for transformative requests (humanize, de-slop, de-AI, rewrite, fix, remove marks, make it sound like X); those belong to a separate transformation or provenance hygiene skill.

Read SKILL.md at the repo root and follow it exactly, along with references/tell-patterns.md (32 patterns, six families), references/do-not-flag.md, references/provenance-signals.md when needed, and, in voice-deviation mode only, references/voice-matching.md. Run the method as written: Step 0 baseline discovery, Step 0a provenance preflight, Step 0b density pre-check, then the multi-pass diagnostic (catalog scan, mandatory false-positive audit with veto power, read-only internal-consistency heuristics, voice deviation if a voice target exists). Emit the exact output contract: Authenticity report (band plus 0-100 score) / Provenance signals / Flagged spans / Reads as human / Score basis / Caveats / Next step.

Hard rule: this skill scores and flags only. It never rewrites, edits, removes or normalizes Unicode, strips metadata, or returns improved prose, not even one suggested span; the rewrite is the separate humanizer skill's job, run as a human-judged step, and no target score is carried into it. A combined score-then-rewrite loop is detector-gaming, which humanizer refuses. This skill is not for defeating AI-detection systems; reframe such requests toward an honest read of quality and voice.

references/tell-patterns.md, references/do-not-flag.md, and references/voice-matching.md are synced copies; their canonical upstream is the humanizer repo. Do not edit them here; re-sync from humanizer when its criteria change (see each file's header and the README).

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 · 46 lines · 608 tokens per session scan A 9fa1b35d5303

Subscribe to this mod's changes

authenticity-check GEMINI.md is an instructions file published in the GitHub repository hannsxpeter/authenticity-check (2 stars, last pushed 19d ago), licensed MIT. It adds 608 tokens to every session, about $0.0030 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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