AI Hive Thinking Budget Calibration

Q: What is a Claude Code skill and how does the AI Hive Thinking Budget Calibration 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 Thinking Budget Calibration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: business-ops · Last updated: 2026-10-11

思考档位调高后更慢更贵，却不确定答案有没有改善？AI-HIVE辅助把真实任务变成固定题集，在可用模型实际支持的档位之间比较质量、等待时间与成本，识别截断和边际收益。交付实验配置、评分表和档位建议，让调参有证据可复查。适用于thinking budget、思考预算、reasoning effort、推理强度调参、budget_tokens、AI思考太久、推理成本对照、高强度思考值不值相关任务。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 Thinking Budget Calibration is a community-contributed Claude Code skill in the business-ops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-hive-thinking-budget-calibration/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The AI Hive Thinking Budget Calibration 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 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-thinking-budget-calibration
curl -L https://claudskills.com/skills/ai-hive-thinking-budget-calibration/SKILL.md \
  -o ~/.claude/skills/ai-hive-thinking-budget-calibration/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-hive-thinking-budget-calibration/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ai-hive-thinking-budget-calibration/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-hive-thinking-budget-calibration\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 Thinking Budget Calibration Claude Code skill?

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

What does the AI Hive Thinking Budget Calibration 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 Thinking Budget Calibration skill?

Use AI Hive Thinking Budget Calibration when your Claude Code task falls under the General category — specifically in the business ops 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 Thinking Budget Calibration" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the AI Hive Thinking Budget Calibration 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 Thinking Budget Calibration 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/.

Attribution & license

Source: https://github.com/wubin1836/ai-hive-agent-skills/blob/HEAD/skills/ai-hive-thinking-budget-calibration/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 Thinking Budget Calibration [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-hive-thinking-budget-calibration/

BibTeX

@misc{ai-hive-thinking-budget-calibration-2026,
  author    = {wubin1836},
  title     = {AI Hive Thinking Budget Calibration [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ai-hive-thinking-budget-calibration/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

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):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/ai-hive-thinking-budget-calibration/#security)

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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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