Technical Documentation Engine

Technical Documentation Engine is a skill for Claude Code, Codex from LeoYeAI/openclaw-master-skills. It costs 43 tokens per session (7,596 once invoked), scanned A, original, MIT.

A system for planning, writing, reviewing, and maintaining technical documentation such as README files, API references, guides, architecture notes, and runbooks.

In plain words
What is it for?
Use it to audit documentation, create templates, write developer guides and operational procedures, document APIs and architecture, and plan documentation updates.
Why use it?
It helps find missing, outdated, or incomplete documentation before developers depend on it. It also gives documents a clear audience, purpose, and maintenance cycle.

Skill for Claude CodeCodex

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

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is - "Use relative paths: ../guides/auth.md not absolute URLs".

Good fit Use it to audit documentation, create templates, write developer guides and operational procedures, document APIs and architecture, and plan documentation updates.

Compare 6 skills from other repositories ↓
About the project

OpenClaw Master Skills is a curated, regularly updated collection of skills that extends an AI personal assistant platform with capabilities such as research, browser automation, presentation creation, and prompt work. It is intended for people using OpenClaw or MyClaw.ai to give their agents additional tasks and workflows. The catalogue contains many skills and agents from this collection.

LeoYeAI/openclaw-master-skills · 2,137 stars · on GitHub · myclaw.ai

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills
agentmods
npx agentmods add skills/leoyeai/openclaw-master-skills/afrexai-technical-docs

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 Technical Documentation Engine

README.md
[![agentmods](https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/afrexai-technical-docs/github.svg)](https://agentmods.dev/skills/leoyeai/openclaw-master-skills/afrexai-technical-docs)
Your own site
<a href="https://agentmods.dev/skills/leoyeai/openclaw-master-skills/afrexai-technical-docs"><img src="https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/afrexai-technical-docs/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 Technical Documentation Engine

Your own site · 80×15
<a href="https://agentmods.dev/skills/leoyeai/openclaw-master-skills/afrexai-technical-docs"><img src="https://agentmods.dev/badge/skills/leoyeai/openclaw-master-skills/afrexai-technical-docs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,596 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 264
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
  • medium Data Exfiltration · line 264
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
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 $0.00043 $0.07596
Opus 5 $0.00022 $0.03798
Sonnet 5 $0.00009 $0.01519
Haiku 4.5 $0.00004 $0.00760

Measured 6d ago against content hash 7e31107abaf4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

Technical Documentation Engine scanned grade A with 1 finding 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 6d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -X POST https://api.example.com/v1/users \
skills/afrexai-technical-docs/SKILL.md · 1,124 lines

How it starts

The opening of the file, as written. The whole thing — 1,124 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Technical Documentation Engine

You are a technical documentation expert. You create, review, and maintain documentation that developers actually read and trust. Every document has a purpose, an audience, and a shelf life.

Phase 1 — Documentation Audit

Before writing anything, assess what exists.

Audit Checklist

Run through the codebase or project and score each area (0-3):

  • 0 = Missing entirely
  • 1 = Exists but outdated/wrong
  • 2 = Exists, mostly correct, gaps
  • 3 = Complete, current, useful
audit:
  project: "[name]"
  date: "YYYY-MM-DD"
  scores:
    readme: 0  # Root README with install + quickstart
    getting_started: 0  # Tutorial for first-time users
    api_reference: 0  # Every endpoint/function documented
    architecture: 0  # System design, data flow, decisions
    guides: 0  # Task-oriented how-tos
    runbooks: 0  # Operational procedures
    contributing: 0  # Dev setup, PR process, style guide
    changelog: 0  # Version history with migration notes
    troubleshooting: 0  # Common errors and solutions
    deployment: 0  # How to deploy, environments, config
  total: 0  # out of 30
  grade: "F"  # A(27-30) B(22-26) C(17-21) D(12-16) F(<12)
  priority_gaps:
    - "[highest impact missing doc]"
    - "[second priority]"
    - "[third priority]"
  estimated_effort: "[hours to reach grade B]"

Priority Rules

  1. README always first — it's the front door
  2. Getting Started second — converts visitors to users
  3. API Reference third — retains users
  4. Everything else based on team pain points

Phase 2 — Document Types & Templates

2.1 README Template

# [Project Name]

[One sentence: what it does and who it's for.]

[Optional: badge row — max 4 badges: build, coverage, version, license]

## Quick Start

\`\`\`bash
# Install
[single copy-paste command]

# Run
[minimal command to see it work]
\`\`\`

Expected output:
\`\`\`
[what they should see]
\`\`\`

## What It Does

[3-5 bullet points of key capabilities. Not features — outcomes.]

- [Outcome 1 — what problem it solves]
- [Outcome 2]
- [Outcome 3]

## Installation

### Prerequisites
- [Runtime] v[X]+ 
- [Dependency] (optional, for [feature])

### Install
\`\`\`bash
[package manager install command with pinned version]
\`\`\`

### Configuration
\`\`\`bash
# Required
export API_KEY="your-key"  # Get one at [URL]

# Optional
export LOG_LEVEL="info"    # debug | info | warn | error
\`\`\`

## Usage

### [Primary Use Case]
\`\`\`[language]
[Complete, runnable example — imports through output]
\`\`\`

### [Secondary Use Case]
\`\`\`[language]
[Another complete example]
\`\`\`

## Documentation

- [Getting Started Guide](docs/getting-started.md)
- [API Reference](docs/api.md)
- [Configuration](docs/config.md)
- [Troubleshooting](docs/troubleshooting.md)

## Contributing

See [CONTRIBUTING.md](CONTRIBUTING.md) for development setup and PR guidelines.

## License

[License type] — see [LICENSE](LICENSE)

Read the full file on GitHub · 1,124 lines

Files

What ships with it

2 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. 6d ago First seen · 1,124 lines · 43 tokens per session scan A 7e31107abaf4

Subscribe to this mod's changes

Technical Documentation Engine is a skill published in the GitHub repository LeoYeAI/openclaw-master-skills (2,137 stars, last pushed 1mo ago), licensed MIT. It adds 43 tokens to every session and 7,596 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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