vale-ai-tells: Instructions file for Claude Code

CLAUDE.md

vale-ai-tells CLAUDE.md is an instructions file for Claude Code from tbhb/vale-ai-tells. It costs 1,600 tokens per session, scanned A, original, MIT.

A repository instruction guide for Vale AI Tells, a Vale package that detects writing patterns often associated with AI-generated prose. It describes the project, its folders, development workflow, and conventions.

In plain words
What is it for?
Understanding the repository structure, following its development workflow, using its Vale rules, and applying its conventions when changing the project.
Why use it?
It gives coding agents the project-specific rules they need to work consistently in the repository. It also points them to the correct instructions for commits, testing, and prose checks.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions Claude Code; mentions AGENTS.md.

This is tbhb/vale-ai-tells's own configuration. It tells Claude Code how to work on vale-ai-tells itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything vale-ai-tells configures →

Reuse

Borrowing it

Nothing to install: this file belongs to tbhb/vale-ai-tells. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/tbhb/vale-ai-tells/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/tbhb/vale-ai-tells

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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Per session 1,600 This file is loaded in full into every session.
When invoked 1,600 The same file — it is already loaded in full.
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 $0.01600 $0.01600
Opus 5.5 $0.00640 $0.00640
Sonnet 5.5 $0.00320 $0.00320
Haiku 4.5 $0.00160 $0.00160

Measured 18d ago against content hash b8b1d6c70233, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

vale-ai-tells CLAUDE.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 18d 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.

CLAUDE.md · 124 lines

How it starts

The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Claude Code instructions

Refer to @AGENTS.md for commit conventions and the prose-lint output contract. What follows is specific to this repository.

Project overview

vale-ai-tells provides a Vale package for detecting linguistic patterns commonly associated with AI-generated prose. It provides YAML rule files that flag vocabulary fingerprints, structural patterns, and rhetorical tells. The README tracks the current rule count.

Repository structure

vale-ai-tells/
├── styles/
│   ├── ai-tells/               # Core prose rules (*.yml)
│   ├── ai-tells-commits/       # Commit-message rules (*.yml)
│   ├── ai-tells-experimental/  # Opt-in structural and metric rules (*.yml)
│   └── config/                 # Tengo scripts, the agent template, vocabularies
├── tests/                      # Per-rule vale test cases (<style>/<Rule>.test.yml)
├── .github/workflows/          # CI, security, release, and Renovate automation
├── .config/mise/conf.d/        # Vendored devtools tool pins (vendir owns this)
├── .devtools/tasks/             # Vendored devtools shared tasks (vendir owns this)
├── .pre-commit-config.yaml
├── .vale.ini                   # Repo dev config (enables all three styles)
├── mise.toml                   # Repo-specific pins and tasks; selects the shared ones
├── mise.lock                   # Resolved versions, URLs, and digests
├── vendir.yml                  # The devtools payload: source, tag, target directories
├── vendir.lock.yml             # The commit each directory resolved to
├── README.md
├── AGENTS.md                   # Commit and prose-output contract for agents
├── EXPERIMENTAL.md             # Experimental-rule reference
├── CHANGELOG.md
├── TODO.md
├── test-document.md            # Positive fixtures (patterns should fire)
├── test-false-positives.md     # Negative fixtures (should stay clean)
└── test-commit-messages.md     # Commit-message fixtures

Development workflow

First-time setup:

mise run bootstrap   # vendir sync, mise install, vale sync, prek install

Read the full file on GitHub · 124 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. 18d ago Changed · -17 tokens per session b8b1d6c70233
  2. 22d ago Changed · +4 lines · +145 tokens per session 6819d9a17deb
  3. 1mo ago Changed 65a3df84cfbb
  4. 1mo ago Changed · +10 lines · +238 tokens per session 0dac26163906
  5. 1mo ago Changed 38b18909e0cb
  6. 2mo ago First seen · 110 lines · 1,234 tokens per session scan A a8999f51e905

Subscribe to this mod's changes

vale-ai-tells CLAUDE.md is an instructions file published in the GitHub repository tbhb/vale-ai-tells (122 stars, last pushed today), licensed MIT. It adds 1,600 tokens to every session, about $0.0064 per session on Opus 5.5. 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 2026-08-30.

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