ai-context-engineering-for-qa: Skill for Claude Code

.claude/skills/doc-lint/SKILL.md

doc-lint is a skill for Claude Code from vlad-ryzhkov/ai-context-engineering-for-qa. It costs 47 tokens per session (2,242 once invoked), scanned A, original, Unlicense.

A documentation checker that reviews files for size, structure, repeated content, and single-source-of-truth violations. A single source of truth is the one place where information should be maintained.

In plain words
What is it for?
Use it to audit documentation quality and locate duplicate text or conflicting copies of the same information.
Why use it?
It helps find documentation that is oversized, poorly organized, duplicated, or maintained inconsistently across files.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions CLAUDE.md.

This is vlad-ryzhkov/ai-context-engineering-for-qa's own configuration. It tells Claude Code how to work on ai-context-engineering-for-qa 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 ai-context-engineering-for-qa configures →

Reuse

Borrowing it

Nothing to install: this file belongs to vlad-ryzhkov/ai-context-engineering-for-qa. 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/vlad-ryzhkov/ai-context-engineering-for-qa/main/.claude/skills/doc-lint/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/vlad-ryzhkov/ai-context-engineering-for-qa

Made for: Claude Code.

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-lint

README.md
[![agentmods](https://agentmods.dev/badge/skills/vlad-ryzhkov/ai-context-engineering-for-qa/doc-lint/github.svg)](https://agentmods.dev/skills/vlad-ryzhkov/ai-context-engineering-for-qa/doc-lint)
Your own site
<a href="https://agentmods.dev/skills/vlad-ryzhkov/ai-context-engineering-for-qa/doc-lint"><img src="https://agentmods.dev/badge/skills/vlad-ryzhkov/ai-context-engineering-for-qa/doc-lint/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 doc-lint

Your own site · 80×15
<a href="https://agentmods.dev/skills/vlad-ryzhkov/ai-context-engineering-for-qa/doc-lint"><img src="https://agentmods.dev/badge/skills/vlad-ryzhkov/ai-context-engineering-for-qa/doc-lint.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,242 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 $0.00047 $0.02242
Opus 5 $0.00023 $0.01121
Sonnet 5 $0.00009 $0.00448
Haiku 4.5 $0.00005 $0.00224

Measured yesterday against content hash 1aaed9fad324, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

doc-lint 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 yesterday.

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/skills/doc-lint/SKILL.md · 282 lines

How it starts

The opening of the file, as written. The whole thing — 282 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/doc-lint — Documentation Quality Audit

Before Starting

Read .claude/qa_agent.md.

When to Use

  • After adding a new document or skill
  • When cross-file content duplication is suspected
  • For periodic documentation audit (once per sprint)
  • Before documentation refactoring

Input

Parameter Required Description
Scope Optional Specific files/directories. Default — entire project
Focus Optional Specific phases only (size, structure, duplicates)

Algorithm (7 Phases)

Verbosity Protocol (STRICT)

SILENT MODE ENFORCED:

  1. NO CHAT TABLES: Never output tables (Inventory, Findings, Stats) to chat. Only to the report file.
  2. NO LISTS: Do not list checked files in chat.
  3. ONLY STATUS: Output to chat only the final SKILL COMPLETE block and the report path.

Example of the only acceptable chat output:

📝 Audit Complete. 📊 Report: audit/doc-lint-report_{YYYYMMDD_HHMMSS}.md 📉 Health Score: 78/100 💡 Action: Run bash audit/safe-fix.sh to apply safe fixes.

Phases 1-7: Detailed Algorithm

Full description of all phases (Discovery, Size Analysis, Structure Analysis, Cross-File Duplicate Detection, Consistency & Conciseness Analysis, Content Hygiene, Report Generation, Safe-Fix Script) — in references/phases.md.


Severity Model

Severity Criteria
CRITICAL Actual limit exceeded (>700 generic, >500 SKILL); Broken links (file not found); Enumeration mismatch (CON-1); Aspirational-as-factual (CON-4)
WARNING Approaching limit (90% of threshold); Duplicates >10 lines; Wall-of-text >30 lines; Synonym drift (CON-2); Scattered instructions (BRV-4); Overlapping checklists (BRV-5); Missing decision rules (BRV-9)
INFO TODO markers; Minor duplicates (3-5 lines); Stale dates; Formatting issues; Single-row tables (BRV-1); Algorithm restated in checklist (BRV-6)

Read the full file on GitHub · 282 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. yesterday Changed · +262 lines · +29 tokens per session 1aaed9fad324
  2. 10d ago First seen · 20 lines · 18 tokens per session scan A e0956b99cd40

Subscribe to this mod's changes

doc-lint is a skill published in the GitHub repository vlad-ryzhkov/ai-context-engineering-for-qa (6 stars, last pushed yesterday), licensed Unlicense. It adds 47 tokens to every session and 2,242 once invoked, about $0.0002 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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