ClaudSkills / Engineering / code-quality

Ubersimplify Pipeline

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

Category: Engineering · Sub-category: code-quality · Last updated: 2026-07-21

type:audit

Use when /uberdev:ubersimplify is invoked. Whole-codebase 3-lens simplification — packs the repo into a fixed fleet of byte-balanced areas (default 8, shared lib/chunk.py), audits each area with ONE multi-lens code-simplifier (Reuse/Quality/Efficiency), applies preserve-behavior fixes via code-fixer as one refactor: commit per area on a shared branch, opens ONE PR, and files leftover blocker findings as GitHub issues. --audit-only is read-only. The orchestration runs in the shared scan-fleet Workflow (skills/scan-fleet/workflow.js, mode=simplify); this skill is the thin preflight + args seam.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Owns the user-facing lifecycle of /uberdev:ubersimplify — the writing sibling of read-only /uberscan. The orchestration (area packing, the per-area multi-lens code-simplifier fanout, aggregate.py dedupe, the SEQUENTIAL code-fixer apply, the single gh pr create, findings-to-issues) runs in the shared scan-fleet Workflow (skills/scan-fleet/workflow.js, mode=simplify; RFC 0012 §3.7, Phase 3). This skill does only the filesystem-dependent preflight the Workflow script cannot — flag/scope parse, RUN_ID mint, RUN_DIR mkdir, config reads, the PyYAML probe — then emits the canonical args and mandates…

What this skill does

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

When to invoke it: Use when /uberdev:ubersimplify is invoked. Whole-codebase 3-lens simplification — packs the repo into a fixed fleet of byte-balanced areas (default 8, shared lib/chunk.

Who uses this skill

The Ubersimplify Pipeline Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 156,000+ 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/ubersimplify-pipeline
curl -L https://claudskills.com/skills/ubersimplify-pipeline/SKILL.md \
  -o ~/.claude/skills/ubersimplify-pipeline/SKILL.md

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

Skills live at ~/.claude/skills/ubersimplify-pipeline/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ubersimplify-pipeline\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 Ubersimplify Pipeline Claude Code skill?

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

What does the Ubersimplify Pipeline 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 Ubersimplify Pipeline skill?

Use Ubersimplify Pipeline when your Claude Code task falls under the Engineering category — specifically in the code quality 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 Ubersimplify Pipeline" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

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

Attribution & license

Source: https://github.com/TheFJK/UberDev/blob/HEAD/codex/uberdev-codex/skills/ubersimplify-pipeline/SKILL.md
Author: TheFJK

Cite this skill

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

APA

TheFJK. (2026). Ubersimplify Pipeline [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ubersimplify-pipeline/

BibTeX

@misc{ubersimplify-pipeline-2026,
  author    = {TheFJK},
  title     = {Ubersimplify Pipeline [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ubersimplify-pipeline/}
}

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Badge

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Security scan

Grade A · scanned 2026-07-21 — 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/ubersimplify-pipeline/#security)

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Browse all Engineering skills → Top 100 skills

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