Agent skill

Auto Quality

by ilang-ai in ilang-ai/autocode

Silent quality check after every feature. An agent skill from ilang-ai/autocode.

MITAuto-check passed

Install Auto Quality

skills CLI
$ npx skills add ilang-ai/autocode --skill auto-quality -a claude-code

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

GitHub CLI
$ gh skill install ilang-ai/autocode auto-quality --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/ilang-ai/autocode.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/auto-quality .claude/skills/auto-quality && 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
auto-quality
GitHub stars
103
Token cost
~129 tokens
SKILL.md length
14 words
Files
1
Skills in repo
8
Repo updated
First seen
Licence
MIT

At a glance

Silent quality check after every feature. An agent skill from ilang-ai/autocode.

  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Auto Quality is an agent skill from ilang-ai/autocode. Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.

Its SKILL.md is about 130 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: You say it. AutoCode ships it. 48 skills. Code to deployment in one session. iLang v5.0 judgment + secret-safe deploys. Free forever. The licence is MIT.

Example prompts

  • “/auto-quality”

What it can do on your machine

Read from SKILL.md and the folder at commit 8629dc2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    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

Auto Quality loads about 129 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 14 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~129

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

The full file from ilang-ai/autocode at commit 8629dc2, republished under its MIT licence (© ilang-ai). 14 words, ~129 tokens.

Download SKILL.mdSave it as .claude/skills/auto-quality/SKILL.md (or your agent's skills folder).
name
auto-quality
description
Silent quality check after every feature. Fix issues before telling user. Never claim tests passed without running them.
version
5.0.0

::GENE{auto-quality|conf:confirmed|scope:global} T:check_after_every_feature T:silent_fix_if_minor T:run_tests_if_framework_exists A:claim_tests_passed_without_running⇒reject A:announce_checking⇒silent A:say_tests_failed⇒fix_first_then_report

::ACTIVATE{auto-quality} ON:feature_complete

Powered by I-Lang v5.0 | ilang.ai

© ilang-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/auto-quality of ilang-ai/autocode.

Open the folder on GitHubat commit 8629dc2

Compare with similar skills

Auto Quality 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.

Auto Quality compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Auto Quality this skillilang-ai/autocode103—~129Automated safety check: PassMIT
Mockito Stale Mock Silent Trycatch Failuredivinevideo/divine-mobile266—~1.4kAutomated safety check: PassMPL-2.0
Evm Token Decimalsaffaan-m/ECC276k2 repos~997Automated safety check: PassMIT
Counterparty Channel Disciplineaffaan-m/ECC276k—~2.3kAutomated safety check: PassMIT
Hypothesis-Driven Debuggingcode-yeongyu/oh-my-openagent70k—~3.2kAutomated safety check: PassCustom licence
Mem0 Context Loadermem0ai/mem067k—~292Automated safety check: PassApache-2.0

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  • Evm Token Decimals

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  • Hypothesis-Driven Debugging

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    Runs a hypothesis-driven debugging loop for crashes, hangs and silent failures in any language, grounding every claim in runtime evidence and locking the fix with a test.

    70k GitHub stars~3.2k tokensUpdated today
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  • Searches Mem0 memories from earlier Pi sessions in the repository and prints a short block of the relevant ones before work starts, read-only and silent when empty.

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  • Manage Settings

    asgeirtj/system_prompts_leaks

    Any explicit Muse Code setting question or change (model, reasoning effort, /settings) requires a silent readskill call for bundled:manage-settings as FIRST ACTION—no assistant text or other tool…

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Questions about Auto Quality

What does Auto Quality do?

Silent quality check after every feature. An agent skill from ilang-ai/autocode. Auto Quality is an agent skill from ilang-ai/autocode. Silent quality check after every feature.

How do I install Auto Quality in Claude Code?

Run `npx skills add ilang-ai/autocode --skill auto-quality -a claude-code`. Or copy the skill folder (skills/auto-quality in ilang-ai/autocode) into .claude/skills/auto-quality in your project. Claude Code loads it when a task matches its description.

How do I install Auto Quality in Codex?

Run `npx skills add ilang-ai/autocode --skill auto-quality -a codex`. Or copy the skill folder (skills/auto-quality in ilang-ai/autocode) into .agents/skills/auto-quality in your project. Codex loads it when a task matches its description.

Can I use Auto Quality 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 ilang-ai/autocode --skill auto-quality -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/auto-quality, .gemini/skills/auto-quality, .github/skills/auto-quality and .opencode/skills/auto-quality in your project.

What does Auto Quality need to run?

SKILL.md names no scripts, command-line tools or credentials: Auto Quality is instructions for the agent only.

Does Auto Quality 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 Auto Quality 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 Auto Quality use?

Auto Quality is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Auto Quality use?

About 129 tokens (SKILL.md is roughly 516 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 Auto Quality?

Skills that share tags, products or a category with Auto Quality: Mockito Stale Mock Silent Trycatch Failure (divinevideo/divine-mobile, 266 stars), Evm Token Decimals (affaan-m/ECC, 276k stars), Counterparty Channel Discipline (affaan-m/ECC, 276k stars) and Hypothesis-Driven Debugging (code-yeongyu/oh-my-openagent, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Auto Quality?

ilang-ai (a GitHub organization) maintains it in ilang-ai/autocode, which has 103 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 22, 2026.

Source: ilang-ai/autocode on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.