Agent skill

Quality Checking

by huangjia2019 in huangjia2019/claude-code-engineering

Validate API documentation against quality standards. An agent skill from huangjia2019/claude-code-engineering.

No licenceAuto-check passedDevelopment

Install Quality Checking

skills CLI
$ npx skills add huangjia2019/claude-code-engineering --skill quality-checking -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install huangjia2019/claude-code-engineering quality-checking --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/huangjia2019/claude-code-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/04-Skills/projects/08-skill-pipeline/.claude/skills/quality-checking .claude/skills/quality-checking && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
quality-checking
GitHub stars
1.1k
Token cost
~393 tokens
SKILL.md length
138 words
Files
2
Skills in repo
10
Repo updated
First seen
Licence
None found

At a glance

Validate API documentation against quality standards. An agent skill from huangjia2019/claude-code-engineering.

  • Works in 3 steps: Load Quality Rules → Check Each Documentation File → Cross-Reference with Source
  • You need to verify generated docs are complete and correct
  • SKILL.md covers Input, Process and Output Format
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Quality Checking is an agent skill from huangjia2019/claude-code-engineering. Validate API documentation against quality standards. Use when you need to verify generated docs are complete and correct.

Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `rules/doc-standards.md`).

It sits in Development, covering Technical documentation. The repository describes itself as: This repository demonstrates how to use Claude Code to do real engineering work, not just writing code. 本项目是极客时间专栏 《Claude Code 工程化实战》 的官方配套示例仓库,目标就是: 👉 把 Claude Code…

When your agent uses it

  • You need to verify generated docs are complete and correct
  • Tasks that involve Technical documentation

Example prompts

  • “/quality-checking”

Requirements

  • Pre-approved tools (allowed-tools): Read, Grep, Glob

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Load Quality Rules
  2. Check Each Documentation File
  3. Cross-Reference with Source

What it can do on your machine

Read from SKILL.md and the folder at commit 89fea03. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Grep
    • Glob

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Quality Checking loads about 393 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 138 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~393

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 138 words (~393 tokens).

“Validate generated API documentation against quality standards.”

— opening of SKILL.md by huangjia2019
name
quality-checking
allowed-tools
Read, Grep, Glob

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in 04-Skills/projects/08-skill-pipeline/.claude/skills/quality-checking of huangjia2019/claude-code-engineering.

  • SKILL.md
  • rules/doc-standards.md

Open the folder on GitHubat commit 89fea03

Compare with similar skills

Quality Checking next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Quality Checking compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Quality Checking this skillhuangjia2019/claude-code-engineering1.1k—~393Automated safety check: PassNone
Diagram Designcathrynlavery/diagram-design47k1 repos~7.5kAutomated safety check: PassMIT
Simple Englishmoeru-ai/airi50k2 repos~4.6kAutomated safety check: PassMIT
Doc SyncJetBrains/ideavim10k2 repos~2.6kAutomated safety check: PassMIT
Mailspring App ScreenshotsFoundry376/Mailspring18k—~1.5kAutomated safety check: PassGPL-3.0
Draw.io Diagram StudioAgents365-ai/drawio-skill10k—~2.4kAutomated safety check: NotesMIT

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Categories

Questions about Quality Checking

What does Quality Checking do?

Validate API documentation against quality standards. An agent skill from huangjia2019/claude-code-engineering. Quality Checking is an agent skill from huangjia2019/claude-code-engineering. Validate API documentation against quality standards.

When should I use Quality Checking?

Quality Checking fits situations like: you need to verify generated docs are complete and correct; tasks that involve Technical documentation.

How do I install Quality Checking in Claude Code?

Run `npx skills add huangjia2019/claude-code-engineering --skill quality-checking -a claude-code`. Or copy the skill folder (04-Skills/projects/08-skill-pipeline/.claude/skills/quality-checking in huangjia2019/claude-code-engineering) into .claude/skills/quality-checking in your project. Claude Code loads it when a task matches its description.

How do I install Quality Checking in Codex?

Run `npx skills add huangjia2019/claude-code-engineering --skill quality-checking -a codex`. Or copy the skill folder (04-Skills/projects/08-skill-pipeline/.claude/skills/quality-checking in huangjia2019/claude-code-engineering) into .agents/skills/quality-checking in your project. Codex loads it when a task matches its description.

Can I use Quality Checking in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add huangjia2019/claude-code-engineering --skill quality-checking -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quality-checking, .gemini/skills/quality-checking, .github/skills/quality-checking and .opencode/skills/quality-checking in your project.

What does Quality Checking need to run?

SKILL.md names no scripts, command-line tools or credentials: Quality Checking is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob.

Does Quality Checking access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Quality Checking safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Quality Checking use?

No licence was found for Quality Checking or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Quality Checking use?

About 393 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Quality Checking?

Skills that share tags, products or a category with Quality Checking: Diagram Design (cathrynlavery/diagram-design, 47k stars), Simple English (moeru-ai/airi, 50k stars), Doc Sync (JetBrains/ideavim, 10k stars) and Mailspring App Screenshots (Foundry376/Mailspring, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Quality Checking?

huangjia2019 (a GitHub user) maintains it in huangjia2019/claude-code-engineering, which has 1,133 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on July 23, 2026.

Source: huangjia2019/claude-code-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.