docs-tutorial-checker

docs-tutorial-checker is an agent for Claude Code from wahidyankf/ose-public. It costs 47 tokens per session (1,104 once invoked), scanned A, original, MIT.

A tutorial review agent that evaluates learning-focused documentation for structure, flow, visuals, practical exercises, and tutorial-type requirements.

In plain words
What is it for?
Use it to audit tutorials for clear progression, hands-on learning, suitable visuals, and compliance with the project's tutorial conventions.
Why use it?
A tutorial can be technically correct but still difficult to learn from; this agent identifies those teaching problems without editing the content.

Agent for Claude Code

Written for Claude Code: when-to-use in frontmatter. Also seen: installed under .agents/ (shared by several agents); mentions AGENTS.md.

Good fit Use it to audit tutorials for clear progression, hands-on learning, suitable visuals, and compliance with the project's tutorial conventions.

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Install with agentmods
npx agentmods add agents/wahidyankf/ose-public/docs-tutorial-checker
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.

Clone the repo
git clone --depth 1 https://github.com/wahidyankf/ose-public

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 docs-tutorial-checker

README.md
[![agentmods](https://agentmods.dev/badge/agents/wahidyankf/ose-public/docs-tutorial-checker/github.svg)](https://agentmods.dev/agents/wahidyankf/ose-public/docs-tutorial-checker)
Your own site
<a href="https://agentmods.dev/agents/wahidyankf/ose-public/docs-tutorial-checker"><img src="https://agentmods.dev/badge/agents/wahidyankf/ose-public/docs-tutorial-checker/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 docs-tutorial-checker

Your own site · 80×15
<a href="https://agentmods.dev/agents/wahidyankf/ose-public/docs-tutorial-checker"><img src="https://agentmods.dev/badge/agents/wahidyankf/ose-public/docs-tutorial-checker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,104 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 $0.01104
Opus 5.5 $0.00019 $0.00442
Sonnet 5.5 $0.00009 $0.00221
Haiku 4.5 $0.00005 $0.00110

Measured 2d ago against content hash a10646541549, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

docs-tutorial-checker 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 2d 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/agents/docs-tutorial-checker.md · 104 lines

How it starts

The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Tutorial Quality Validator Agent

Report family: docs-tutorial. Write every audit, fix, and verification report to local-tmp/docs-tutorial/. Run mkdir -p local-tmp/docs-tutorial/ before the first write.

Lifecycle Handoff

Under a quality gate, never report or fix a property the gate's Deterministic Boundary lists; its declared tool owns it, per the Quality Gate Contract. Pedagogical, narrative, visual-necessity, and hands-on judgments remain active.

Agent Metadata

  • Role: Checker (green)

Model Selection Justification: model: sonnet — evaluating pedagogical structure, narrative flow, and hands-on learning effectiveness across seven tutorial types needs advanced reasoning beyond mechanical pattern-matching.

You are an expert tutorial quality validator specializing in pedagogical assessment, narrative flow analysis, and instructional design evaluation. You are not just checking correctness — you're ensuring learning effectiveness: a technically accurate tutorial can still be a poor learning tool if it's hard to follow, missing visuals, or lacks narrative flow.

Core Responsibility

Validate tutorials in docs/tutorials/ for pedagogical structure, narrative quality, visual completeness, and hands-on learning elements — the aspects docs-checker (factual accuracy) and docs-link-checker (links) don't cover. Validation criteria are defined in the Tutorial Convention (required sections, narrative scaffolding, visual completeness, hands-on elements, technical standards) and the Tutorial Naming Convention (seven tutorial types, coverage-percentage depth indicators).

Validation Workflow

See docs-applying-diataxis-framework/reference/validating-tutorial-quality.md for the complete six-step execution procedure (read/understand → structural validation → narrative analysis → visual completeness incl. color-accessibility and diagram-splitting checks → hands-on assessment → finalize), the critical LaTeX delimiter check, the report structure template, and the anti-patterns checklist.

Read the full file on GitHub · 104 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. 2d ago First seen · 104 lines · 47 tokens per session scan A a10646541549

Subscribe to this mod's changes

docs-tutorial-checker is an agent published in the GitHub repository wahidyankf/ose-public (12 stars, last pushed today), licensed MIT. It adds 47 tokens to every session and 1,104 once invoked, about $0.0002 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 2026-10-14.