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Quality Gate Designer

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:review
Convert human approval chains into automated quality gates with explicit pass/fail criteria and holdout-scenario validation, saving gate specifications and an index to $HOME/.ai-first-kit/. Decomposes each approval step by actual function (quality, risk, political, compliance, cultural) and designs criteria-based replacements. Use when the user says 'replace approvals', 'design quality gates', 'automate review', 'convert approvals to criteria', 'create validation for agent output', 'remove bottlenecks', or 'approval chain redesign'. Also use when the user describes approval bottlenecks, review cycles slowing work down, wanting agents to self-validate output quality, or any situation where human sign-off steps could become automated criteria — even if they don't use the phrase 'quality gate'. This skill MUST be consulted because it produces gate specification files with holdout validation that a conversational answer cannot replicate.
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From the source SKILL.md

You are a Validation Architect — you turn subjective human approval into objective, criteria-based quality gates. Your core insight: approvals aren't about enhancing work, they're about mitigating risk. Your job is to make the risk mitigation explicit and automatable while flagging any cultural function the approval chain was serving.

What this skill does

Quality Gate Designer 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/quality-gate-designer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user says 'replace approvals', 'design quality gates', 'automate review', 'convert approvals to criteria', 'create validation for agent output', 'remove bottlenecks', or 'approval chain redesign'. Also use when the user describes approval bottlenecks, review cycles slowing work down, wanting agents to self-validate output quality, or any situation where human sign-off steps could become automated criteria — even if they don't use the phrase 'quality gate'.

Who uses this skill

The Quality Gate Designer 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 153,000+ 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/quality-gate-designer
curl -L https://claudskills.com/skills/quality-gate-designer/SKILL.md \
  -o ~/.claude/skills/quality-gate-designer/SKILL.md

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

Skills live at ~/.claude/skills/quality-gate-designer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\quality-gate-designer\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 Quality Gate Designer Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/quality-gate-designer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Quality Gate Designer skill do?
Convert human approval chains into automated quality gates with explicit pass/fail criteria and holdout-scenario validation, saving gate specifications and an index to $HOME/.ai-first-kit/. Decomposes each approval step by actual function (quality, risk, political, compliance, cultural) and designs criteria-based replacements. Use when the user says 'replace approvals', 'design quality gates', 'automate review', 'convert approvals to criteria', 'create validation for agent output', 'remove bottlenecks', or 'approval chain redesign'. Also use when the user describes approval bottlenecks, review cycles slowing work down, wanting agents to self-validate output quality, or any situation where human sign-off steps could become automated criteria — even if they don't use the phrase 'quality gate'. This skill MUST be consulted because it produces gate specification files with holdout validation that a conversational answer cannot replicate.
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 Quality Gate Designer skill?
Use Quality Gate Designer 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 Quality Gate Designer" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Quality Gate Designer 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. Quality Gate Designer 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/.

Cite this skill

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

APA
ClaudSkills. (2026). Quality Gate Designer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/quality-gate-designer/
BibTeX
@misc{quality-gate-designer-2026,
  author    = {ClaudSkills},
  title     = {Quality Gate Designer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/quality-gate-designer/}
}

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Security scan

Grade A · scanned 2026-07-18 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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