# Claude Intel Monitor

> Detect intelligence degradation in Claude, GPT, and DeepSeek using 30 standardized Chinese benchmark questions across Math, Reasoning, and Code. Born from real "降智" (degradation) signals reported by Chinese developer communities.

- Skill: `lord1egypt/claude-intel-monitor` (Agent Skill)
- Install (CLI): `npx skillmds@latest add lord1egypt/claude-intel-monitor`
- Raw SKILL.md: https://api.skillmd.com/api/skills/lord1egypt/claude-intel-monitor/raw
- Safety review: pending (external: skill-scanner PASS, skillspector CAUTION)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: Lord1Egypt (https://skillmd.com/u/lord1egypt)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/lord1egypt/claude-intel-monitor

---


# claude-intel-monitor — AI 降智检测工具

Detect intelligence degradation in AI models with standardized benchmarks. 30 curated Chinese questions across Math, Reasoning, and Code — designed around real degradation patterns from the Chinese developer community.

## 痛点来源 (Pain Signal Origins)

"Claude/GPT 降智" was a top-3 hot topic during April-May 2026 Chinese developer community scans:
- CSDN: Multiple quantified analyses demonstrating Claude Opus 4.6 reasoning degradation (-67% depth, +98% hallucination)
- V2EX `claudecode` node: 12-reply hot thread on Claude Code behavior changes
- V2EX `deepseek` node: 4 posts on frequent service disruptions

## Quick Start

```bash
pip install claude-intel-monitor

# Test a model
claude-intel-monitor test --model claude-sonnet-4 --provider anthropic

# Set baseline for degradation detection
claude-intel-monitor baseline --model claude-sonnet-4

# View history
claude-intel-monitor history

# Continuous watch mode
claude-intel-monitor watch --model claude-sonnet-4 --provider anthropic --interval 6h
```

## Benchmark Structure

30 questions, 3 dimensions:

| Dimension | Count | Weight | Detection Target |
|-----------|-------|--------|------------------|
| Math | 10 | 1.0x | Mathematical reasoning, hallucination tendency |
| Reasoning | 10 | 1.2x | Logical reasoning, reduced safety awareness |
| Code | 10 | 1.3x | Code quality, architectural degradation |

All Chinese. Each answer validated by deterministic `check` functions (no AI grading bias).

## Featured Baseline: DeepSeek 91.1%

```
🧠 Testing deepseek-chat via deepseek — 30 questions

┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃      91.1%  ██████████████████░░  ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛

📊 DeepSeek first live baseline: 27/30 (91.1%)
```

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