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Reasoning Abductive

Category: General  ·  Sub-category: general-misc  ·  Last updated:
type:debug
Generate and evaluate explanatory hypotheses from incomplete observations. Use when diagnosing anomalies, explaining unexpected outcomes, or inferring causes from effects. Produces ranked hypotheses with evidence and confidence scores.

From the source SKILL.md

Generate best explanations from observations. The logic of diagnosis and inference to cause.

What this skill does

Reasoning Abductive 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/reasoning-abductive/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when diagnosing anomalies, explaining unexpected outcomes, or inferring causes from effects. Produces ranked hypotheses with evidence and confidence scores.

Who uses this skill

The Reasoning Abductive 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/reasoning-abductive
curl -L https://claudskills.com/skills/reasoning-abductive/SKILL.md \
  -o ~/.claude/skills/reasoning-abductive/SKILL.md

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

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

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

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See pricing → Download desktop app

Cite this skill

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

APA
ClaudSkills. (2026). Reasoning Abductive [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/reasoning-abductive/
BibTeX
@misc{reasoning-abductive-2026,
  author    = {ClaudSkills},
  title     = {Reasoning Abductive [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/reasoning-abductive/}
}

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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