ai-tells-scan

ai-tells-scan is a skill for Claude Code, Codex from NickCrew/Claude-Cortex. It costs 103 tokens per session (1,465 once invoked), scanned A, original, MIT.

A quick check for obvious signs that prose was produced by an AI, such as stock wording, banned punctuation, and repetitive patterns.

In plain words
What is it for?
Use it to scan technical and public-facing prose for surface-level AI writing patterns.
Why use it?
It helps make READMEs, documentation, pull-request text, tutorials, and other written material sound less mechanical before publication.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to scan technical and public-facing prose for surface-level AI writing patterns.

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Install with agentmods
npx agentmods add skills/nickcrew/claude-cortex/ai-tells-scan
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.

Any agent
npx skills add NickCrew/Claude-Cortex --skill ai-tells-scan
Clone the repo
git clone --depth 1 https://github.com/NickCrew/Claude-Cortex

Made for: Claude Code, Codex.

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 ai-tells-scan

README.md
[![agentmods](https://agentmods.dev/badge/skills/nickcrew/claude-cortex/ai-tells-scan/github.svg)](https://agentmods.dev/skills/nickcrew/claude-cortex/ai-tells-scan)
Your own site
<a href="https://agentmods.dev/skills/nickcrew/claude-cortex/ai-tells-scan"><img src="https://agentmods.dev/badge/skills/nickcrew/claude-cortex/ai-tells-scan/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-tells-scan

Your own site · 80×15
<a href="https://agentmods.dev/skills/nickcrew/claude-cortex/ai-tells-scan"><img src="https://agentmods.dev/badge/skills/nickcrew/claude-cortex/ai-tells-scan.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,465 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00103 $0.01465
Opus 5 $0.00051 $0.00732
Sonnet 5 $0.00021 $0.00293
Haiku 4.5 $0.00010 $0.00146

Measured 5d ago against content hash f8463f8fe264, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

ai-tells-scan 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 5d 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/ai-tells-scan/SKILL.md · 120 lines

How it starts

The opening of the file, as written. The whole thing — 120 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Tells — Surface Scan

A near-mechanical pass that strips the obvious AI fingerprints from prose. Runs before any prose artifact is presented as final.

When This Runs

Auto-engages whenever the task produces prose-as-artifact:

  • READMEs, CONTRIBUTING, CHANGELOG
  • Technical documentation under docs/
  • PR descriptions, PR comments, commit message bodies
  • Tutorials, guides, blog posts, release notes
  • Any markdown intended for human readers

Skip for: code comments (different rules), inline chat replies, structured data (YAML/JSON), or anything pure-config.

How To Use

After drafting prose, scan it once against each list below. Every match is a rewrite, not a debate. The lists are deliberately short and high-leverage — if a tell isn't here, it belongs in ai-tells-review.


Banned Punctuation

  • Em dashes connecting clauses. Replace with period, comma, colon, or parentheses depending on the relationship. The em dash is the single most diagnostic AI tell in prose.
  • Smart quotes when the source is plain ASCII. Mixing curly and straight quotes in a doc is a copy-paste fingerprint.
  • Ellipses for dramatic pause in technical writing (it's...complicated). Reads as performance.

Banned Sentence Openers

  • "Importantly," "Notably," "Crucially," "Interestingly"
  • "Furthermore," "Moreover," "Additionally"
  • "It's worth noting that…" / "It bears mentioning…"
  • "In essence," "Ultimately," "At its core"
  • "In conclusion," "To summarize," "In summary"
  • "Great question!" or any sycophantic acknowledgement

If the sentence after the opener stands on its own, delete the opener. It almost always does.

Banned Vocabulary

These words appear far more often in machine-generated prose than human prose. Each has a fix-direction.

Word / Phrase Why it's a tell Fix direction
delve Diagnostic on its own use look at, examine, or just delete
leverage (verb) Corporate-AI fingerprint use use
robust, comprehensive, seamless, streamlined Empty positive adjectives name the specific property
cutting-edge, innovative, state-of-the-art Marketing puff describe what it actually does
elegantly, seamlessly, gracefully Empty positive adverbs delete the adverb
modulo (in non-math prose) Claude tic use except for or aside from
stakeholders Generic abstraction name the people or roles
passionate about, excited to, thrilled to Performative enthusiasm state what was done
it's worth noting Throat-clearing delete; state the thing
at the end of the day Verbal filler delete
move the needle, circle back, align on Corporate cliche name the actual action

Read the full file on GitHub · 120 lines

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. 5d ago First seen · 120 lines · 103 tokens per session scan A f8463f8fe264

Subscribe to this mod's changes

ai-tells-scan is a skill published in the GitHub repository NickCrew/Claude-Cortex (39 stars, last pushed 2mo ago), licensed MIT. It adds 103 tokens to every session and 1,465 once invoked, about $0.0005 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 2026-09-03.