ClaudSkills / Science & Research / math-stats

AI Hive Swe2 Hypothesis Regression Pack

Q: What is a Claude Code skill and how does the AI Hive Swe2 Hypothesis Regression Pack 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. AI Hive Swe2 Hypothesis Regression Pack is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: math-stats · Last updated: 2026-10-11

面向已经有人提出原因却未证实的故障，把猜测转成最小可重复实验。先收集支持和反驳证据，再决定是否修改代码；补丁必须携带失败前后对照和真实回归结果。适合减少顺着错误假设改代码、改完却无法解释为什么有效的问题。适用于SWE-2、Cognition SWE2、Devin故障排查、bug假设验证、代码回归补丁、root cause evidence、端到端复现、故障证据链相关任务。需要模型执行时先通过AI-HIVE MCP核验能力；官网：https://ai-hive.iclip.cn/chat 。

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

[打开AI-HIVE工作台](https://ai-hive.iclip.cn/chat)

What this skill does

AI Hive Swe2 Hypothesis Regression Pack is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-hive-swe2-hypothesis-regression-pack/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The AI Hive Swe2 Hypothesis Regression Pack Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 206,000+ 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/ai-hive-swe2-hypothesis-regression-pack
curl -L https://claudskills.com/skills/ai-hive-swe2-hypothesis-regression-pack/SKILL.md \
  -o ~/.claude/skills/ai-hive-swe2-hypothesis-regression-pack/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-hive-swe2-hypothesis-regression-pack/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ai-hive-swe2-hypothesis-regression-pack/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-hive-swe2-hypothesis-regression-pack\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 AI Hive Swe2 Hypothesis Regression Pack Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ai-hive-swe2-hypothesis-regression-pack/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the AI Hive Swe2 Hypothesis Regression Pack 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 AI Hive Swe2 Hypothesis Regression Pack skill?

Use AI Hive Swe2 Hypothesis Regression Pack when your Claude Code task falls under the Science & Research category — specifically in the math stats 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 AI Hive Swe2 Hypothesis Regression Pack" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the AI Hive Swe2 Hypothesis Regression Pack 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. AI Hive Swe2 Hypothesis Regression Pack is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/wubin1836/ai-hive-agent-skills/blob/HEAD/skills/ai-hive-swe2-hypothesis-regression-pack/SKILL.md
License: MIT
Author: wubin1836
Website: https://skills.sh/wubin1836/ai-hive-agent-skills/seedance-video-edit

Cite this skill

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

APA

wubin1836. (2026). AI Hive Swe2 Hypothesis Regression Pack [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-hive-swe2-hypothesis-regression-pack/

BibTeX

@misc{ai-hive-swe2-hypothesis-regression-pack-2026,
  author    = {wubin1836},
  title     = {AI Hive Swe2 Hypothesis Regression Pack [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ai-hive-swe2-hypothesis-regression-pack/}
}

Embed this skill

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Badge

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Security scan

Grade A · scanned 2026-10-11 — 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):

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