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Instruction Quality Audit

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:audittype:debug
Use when: auditing AI instruction artifacts, prompts, prompt templates, LLM task prompts, agent instructions, skill files, SKILL.md artifacts, prompt-packaged workflows, custom agent modes, or reusable assistant guidance for contradictions, ambiguity, persona issues, cognitive load, duplication, semantic coverage gaps, missing error handling, or custom diagnostics.

About this skill (catalog notes)

Instruction Quality Audit includes 20 code blocks for direct copy-paste. At roughly 2,589 words the SKILL.md is on the longer end of the catalog distribution.

Original author
sjinks
Indexed lastmod
Catalog position
General · general-misc
Indexed related skills
10

How Instruction Quality Audit fits the catalog

Instruction Quality Audit sits in the General category under the general-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Use this skill to audit AI instruction artifacts for issues that would cause an LLM or assistant to produce poor, inconsistent, duplicated, or unexpected results. Be specific, evidence-based, and actionable.

What this skill does

Instruction Quality Audit is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/instruction-quality-audit/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when: auditing AI instruction artifacts, prompts, prompt templates, LLM task prompts, agent instructions, skill files, SKILL.md artifacts, prompt-packaged workflows, custom agent modes, or reusable assistant guidance for contradictions, ambiguity, persona issues, cognitive load, duplication, semantic coverage gaps, missing error handling, or custom diagnostics.

Who uses this skill

The Instruction Quality Audit Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 117,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/instruction-quality-audit
curl -L https://claudskills.com/skills/instruction-quality-audit/SKILL.md \
  -o ~/.claude/skills/instruction-quality-audit/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/instruction-quality-audit/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/instruction-quality-audit/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\instruction-quality-audit\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Instruction Quality Audit Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/instruction-quality-audit/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Instruction Quality Audit skill do?
Use when: auditing AI instruction artifacts, prompts, prompt templates, LLM task prompts, agent instructions, skill files, SKILL.md artifacts, prompt-packaged workflows, custom agent modes, or reusable assistant guidance for contradictions, ambiguity, persona issues, cognitive load, duplication, semantic coverage gaps, missing error handling, or custom diagnostics.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Instruction Quality Audit skill?
Use Instruction Quality Audit when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Instruction Quality Audit" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Instruction Quality Audit skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Instruction Quality Audit is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
sjinks. (2026). Instruction Quality Audit [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/instruction-quality-audit/
BibTeX
@misc{instruction-quality-audit-2026,
  author    = {sjinks},
  title     = {Instruction Quality Audit [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/instruction-quality-audit/}
}

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