Abstraction Quality

Q: What is a Claude Code skill and how does the Abstraction Quality 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. Abstraction Quality is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Dev Tools · Sub-category: scaffolders · Last updated: 2026-06-13

type:template

Evaluates whether abstractions genuinely provide a fundamentally different way of thinking or are structurally shallow. Use when adjacent layers feel redundant, when decorator/wrapper patterns add boilerplate without depth or when an abstraction feels leaky. Not for measuring a single module's interface-to-implementation ratio (use deep-modules) or checking for information leakage across boundaries (use information-hiding).

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Abstraction Quality includes pricing or quota commentary. The SKILL.md is on the shorter side at about 512 words.

Source: clairvoyance.fyi
License: MIT
Original author: codybrom
Indexed lastmod: 2026-06-13
Catalog position: Dev Tools · scaffolders
Indexed related skills: 10

How Abstraction Quality fits the catalog

Abstraction Quality sits in the Dev Tools category under the scaffolders 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

When invoked with $ARGUMENTS, focus the analysis on the specified file or module. Read the target code first, then apply the checks below.

What this skill does

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

When to invoke it: Use when adjacent layers feel redundant, when decorator/wrapper patterns add boilerplate without depth or when an abstraction feels leaky. Not for measuring a single module's interface-to-implementation ratio (use deep-modules) or checking for information leakage across boundaries (use information-hiding).

Who uses this skill

The Abstraction Quality Claude Code skill is built for developers, power users, and teams automating repetitive workflows and improving developer experience. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 115,000+ 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/abstraction-quality
curl -L https://claudskills.com/skills/abstraction-quality/SKILL.md \
  -o ~/.claude/skills/abstraction-quality/SKILL.md

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

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

📱 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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Abstraction Quality Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/abstraction-quality/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Abstraction Quality skill do?

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 Abstraction Quality skill?

Use Abstraction Quality when your Claude Code task falls under the Dev Tools category — specifically in the scaffolders 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 Abstraction Quality" or describe the task and let Claude pick). Browse related skills at /category/tools/.

What is a Claude Code skill and how does the Abstraction Quality 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. Abstraction Quality is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/codybrom/clairvoyance/blob/HEAD/skills/abstraction-quality/SKILL.md
License: MIT
Author: codybrom
Website: http://clairvoyance.fyi

Cite this skill

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

APA

codybrom. (2026). Abstraction Quality [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/abstraction-quality/

BibTeX

@misc{abstraction-quality-2026,
  author    = {codybrom},
  title     = {Abstraction Quality [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/abstraction-quality/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

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Security scan

Grade A · scanned 2026-06-13 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/abstraction-quality/#security)

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Browse all Dev Tools skills → Top 100 skills

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