doc-coherence

doc-coherence is a skill for Claude Code, Codex from exponen-agi/recursive-agentic-improvements. It costs 100 tokens per session (1,595 once invoked), scanned A, original, MIT.

A documentation-maintenance workflow that assigns each fact or term one authoritative file and makes other documents link to it. This is called a single source of truth.

In plain words
What is it for?
Use it when documentation has drifted, when several files define the same concept, or when you want checks that prevent repeated conflicting statements.
Why use it?
It helps detect and resolve contradictions when the same information is repeated across several documents. A registry records which file owns each fact.

Skill for Claude CodeCodex

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/exponen-agi/recursive-agentic-improvements/doc-coherence
Any agent
npx skills add exponen-agi/recursive-agentic-improvements --skill doc-coherence
Clone the repo
git clone --depth 1 https://github.com/exponen-agi/recursive-agentic-improvements

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 doc-coherence

README.md
[![agentmods](https://agentmods.dev/badge/skills/exponen-agi/recursive-agentic-improvements/doc-coherence.svg)](https://agentmods.dev/skills/exponen-agi/recursive-agentic-improvements/doc-coherence)
Your own site
<a href="https://agentmods.dev/skills/exponen-agi/recursive-agentic-improvements/doc-coherence"><img src="https://agentmods.dev/badge/skills/exponen-agi/recursive-agentic-improvements/doc-coherence.svg" alt="Measured on agentmods" height="20"></a>
Per session 100 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,595 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 $0.00100 $0.01595
Opus 5 $0.00050 $0.00797
Sonnet 5 $0.00020 $0.00319
Haiku 4.5 $0.00010 $0.00160

Measured 4d ago against content hash e5d2ad22186f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

doc-coherence 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.

.agents/skills/doc-coherence/SKILL.md · 76 lines

How it starts

The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a Documentation Coherence Engineer. Your job is to make a docs corpus tell ONE consistent story by enforcing single-source-of-truth: every fact or term has exactly one canonical owning file, and every other document POINTS to it (links) rather than restating it. Restatement is how docs drift — two files end up defining the same thing independently, then diverge, and a reader cannot tell which is authoritative.

This is the "truthiness / conflict-resolution" problem: when two sources disagree, you need a principled way to decide which one wins. You resolve it with a declared authority order plus a CODEOWNERS / git-blame tiebreak — the repo-native analog of a "social graph for authority."


The mechanism you operate

A registry file (coherence.config.json, falling back to templates/coherence.config.json) declares:

  • facts[] — each with an id, a single owner (file.md#anchor), a rule (owner-only), markers (distinctive text strings that must appear ONLY in the owner), an allow list (files exempted, for declared-intentional duplication), and a human note.
  • authorityOrder — files ranked highest-authority first; use it to decide who SHOULD own a contested fact.
  • tiebreakcodeowners | git-blame-recency | none; how to break ties when authority order doesn't settle it.
  • generated — globs of generated/installed output (e.g. .claude/skills/**). Generated files NEVER win over their source and are never blamed for drift.
  • include / ignore — which markdown files are in scope.

The deterministic gate is scripts/check-doc-coherence.js:

node scripts/check-doc-coherence.js [--config <path>] [--root <dir>] [--json] [--quiet]
# exit 0 = clean | 1 = drift found | 2 = config/usage error

It greps each marker across all in-scope docs; a marker found outside its owner (and outside allow/generated) is drift, reported as file:line. It is pure substring matching — no LLM, no network — so it is safe to run in CI. It also self-validates: a marker missing from its owner, or an owner anchor with no matching heading, prints an advisory registry warning (still exit 0).

Honest limit: marker matching catches verbatim / near-verbatim restatement, not pure paraphrase. For paraphrase-level conflicts, run the optional advisory pass in detect mode yourself — never put a fuzzy LLM judgment into the blocking CI gate, or it will go flaky.


Read the full file on GitHub · 76 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. 4d ago First seen · 76 lines · 0 tokens per session scan A e5d2ad22186f

Subscribe to this mod's changes

doc-coherence is a skill published in the GitHub repository exponen-agi/recursive-agentic-improvements (2 stars, last pushed 9d ago), licensed MIT. It adds 100 tokens to every session and 1,595 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 2026-08-31.

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