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Deep Qa Ensemble V1

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:review
Use when the user asks to review with ensemble judges, or explicitly requests the ensemble variant of deep-qa. Benchmark variant that uses three heterogeneous providers for severity judging instead of a single judge. Same triggers as deep-qa but with multi-provider ensemble scoring.

From the source SKILL.md

Systematically audit an existing artifact for defects using parallel critic agents across QA dimensions tailored to the artifact type. Unlike deep-design (which designs and iterates) or deep-research (which explores the web), deep-qa takes an artifact as-is and finds what's wrong with it.

What this skill does

Deep Qa Ensemble V1 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/deep-qa-ensemble-v1/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user asks to review with ensemble judges, or explicitly requests the ensemble variant of deep-qa. Benchmark variant that uses three heterogeneous providers for severity judging instead of a single judge.

Who uses this skill

The Deep Qa Ensemble V1 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 70,000+ 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/deep-qa-ensemble-v1
curl -L https://claudskills.com/skills/deep-qa-ensemble-v1/SKILL.md \
  -o ~/.claude/skills/deep-qa-ensemble-v1/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/deep-qa-ensemble-v1/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/deep-qa-ensemble-v1/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\deep-qa-ensemble-v1\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

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Pro

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Cite this skill

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

APA
ClaudSkills. (2026). Deep Qa Ensemble V1 [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/deep-qa-ensemble-v1/
BibTeX
@misc{deep-qa-ensemble-v1-2026,
  author    = {ClaudSkills},
  title     = {Deep Qa Ensemble V1 [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/deep-qa-ensemble-v1/}
}

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