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LLM Assistant Hub

Category: General  ·  Sub-category: general-misc  ·  Last updated:
ai:llm
针对商业、法律等高风险长文档的长上下文推理优化器,提供五大核心能力. 分层分析策略(L0快速扫描→L1深度分析→L2聚焦深挖)按文档长度自动选择层级组合,控制token成本. 文档分块处理超长文档(超过50000字),按章节逻辑边界分割,逐块独立分析后全局检查跨块矛盾,解决上下文衰减问题. 假设检测框架将假设分为显式/隐式/缺失三类,配套7项检查清单,缺失假设标记为最高风险. 结构化压缩保留风险信号,压缩背景与重复内容,节省40-60%输出token. 差异化文档比对按逻辑块对应后逐块比较,仅分析差异可节省60-80%token. 适用于合同审查准备、商业备忘录分析、提案红线审查、政策对比、谈判简报准备场景.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

将冗长、杂乱、高风险的文档转化为更清晰的推理和更干净的决策。针对商业和法律文档工作流的长上下文推理优化器,通过分层分析、假设检测、结构化压缩与差异化比对四大能力,解决token成本失控、上下文衰减、假设遗漏、版本比对困难四大痛点.

What this skill does

LLM Assistant Hub 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/llm-assistant-hub/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The LLM Assistant Hub 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 174,000+ 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/llm-assistant-hub
curl -L https://claudskills.com/skills/llm-assistant-hub/SKILL.md \
  -o ~/.claude/skills/llm-assistant-hub/SKILL.md

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

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

Telegram

📱 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.

Frequently asked questions

How do I install the LLM Assistant Hub Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/llm-assistant-hub/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the LLM Assistant Hub skill do?
针对商业、法律等高风险长文档的长上下文推理优化器,提供五大核心能力. 分层分析策略(L0快速扫描→L1深度分析→L2聚焦深挖)按文档长度自动选择层级组合,控制token成本. 文档分块处理超长文档(超过50000字),按章节逻辑边界分割,逐块独立分析后全局检查跨块矛盾,解决上下文衰减问题. 假设检测框架将假设分为显式/隐式/缺失三类,配套7项检查清单,缺失假设标记为最高风险. 结构化压缩保留风险信号,压缩背景与重复内容,节省40-60%输出token. 差异化文档比对按逻辑块对应后逐块比较,仅分析差异可节省60-80%token. 适用于合同审查准备、商业备忘录分析、提案红线审查、政策对比、谈判简报准备场景.
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 LLM Assistant Hub skill?
Use LLM Assistant Hub when your Claude Code task falls under the General category — specifically in the general misc 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 LLM Assistant Hub" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the LLM Assistant Hub 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. LLM Assistant Hub 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

Cite this skill

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

APA
thcjp. (2026). LLM Assistant Hub [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/llm-assistant-hub/
BibTeX
@misc{llm-assistant-hub-2026,
  author    = {thcjp},
  title     = {LLM Assistant Hub [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/llm-assistant-hub/}
}

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Security scan

Grade A · scanned 2026-08-02 — 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 ›

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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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