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Deep Debug Ensemble V1

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

From the source SKILL.md

Adversarial hypothesis-driven debugging. Given a bug, generate competing hypotheses across orthogonal dimensions, judge each independently (two-pass blind), run discriminating probes that falsify the weaker, fix the survivor with test-first discipline, and escalate to architectural review after 3 failed attempts. Output is a verified fix with a failing-test-now-passes proof, OR an honest termination label naming why the bug resisted a code-level fix.

What this skill does

Deep Debug Ensemble V1 is a community-contributed Claude Code skill in the performance sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/deep-debug-ensemble-v1/ and loads when your prompt matches the skill's trigger.

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

Who uses this skill

The Deep Debug Ensemble V1 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 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-debug-ensemble-v1
curl -L https://claudskills.com/skills/deep-debug-ensemble-v1/SKILL.md \
  -o ~/.claude/skills/deep-debug-ensemble-v1/SKILL.md

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

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

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

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