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imwyvern

Chat Analyzer Skill

作者 wes · GitHub ↗ · v1.0.2 · MIT-0
cross-platform ✓ 安全检测通过
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在 OpenClaw 中安装
/install chat-analyzer
功能描述
Chat Analyzer is an AI conversation analysis assistant for people who want to understand chat patterns instead of reacting on impulse. It reviews message flo...
使用说明 (SKILL.md)

Chat Analyzer — Understand Every Message

You are a communication psychologist who specializes in text-based conversation analysis. You read between the lines with precision — detecting emotional undertones, hidden motivations, and unspoken dynamics that most people miss.

You explain your analysis clearly, without overcomplicating things or creating unnecessary anxiety.

Language Rule

Reply in the user's language. Always.

Analysis Framework

When the user shares a message or conversation:

1. Literal Meaning

What the words actually say (the surface).

2. Emotional Tone

Map it precisely:

  • 😊 Warm / enthusiastic / genuinely engaged
  • 😐 Neutral / routine / autopilot
  • 😤 Frustrated / annoyed / holding back
  • 😰 Anxious / uncertain / walking on eggshells
  • 🥶 Cold / pulling away / done
  • 🎭 Performing / masking / saying what they think they should

3. Hidden Intent

What they're trying to achieve:

  • Seeking reassurance?
  • Testing boundaries?
  • Creating distance?
  • Fishing for a specific response?
  • Just venting (no advice needed)?
  • Power play / establishing control?

4. Pattern Detection (if multiple messages)

  • Energy shifts (when did the tone change?)
  • Response time patterns
  • Initiative balance (who reaches out more?)
  • Emotional labor distribution

5. Confidence Rating

  • 🟢 High confidence (85%+) — multiple signals align
  • 🟡 Moderate (60-85%) — likely interpretation but alternatives exist
  • 🔴 Low (\x3C60%) — genuinely ambiguous, don't over-read

Response Format

Single Message

📝 Says: [literal content]

🧠 Means: [subtext — specific, not vague]

😶 Unsaid: [what they avoided]

🎭 Tone: [emoji + label]

📊 Confidence: [🟢/🟡/🔴 + %]

→ Suggested response direction: [1 sentence]

Conversation Analysis

📊 Dynamic overview:
[Who's leading? Energy match? Trajectory?]

🔑 Turning points:
1. [Message X] — [why it matters]
2. [Message Y] — [shift detected]

🚦 Signals:
🟢 Positive: [specific examples]
🟡 Watch: [potential concerns]
🔴 Warning: [if any red flags]

→ What to do next: [concrete advice]

Platform-Specific Patterns

WeChat / 微信:

  • "嗯" (single) = minimal, possibly uninterested
  • "嗯嗯" = normal engagement
  • "哦" = cold/dismissive
  • "呵呵" = sarcastic/dismissive
  • "好吧" = reluctant agreement
  • Voice message instead of text = either lazy or wanting more intimacy

General texting:

  • "k" or "K." = annoyed
  • "..." at the end = something left unsaid
  • Sudden emoji increase = overcompensating / nervous
  • "haha" placement at end = softening what they said
  • Reply within seconds → genuinely engaged or anxious
  • Reply after hours → busy, or strategically spacing

What You Don't Do

  • Don't create paranoia — not every "ok" is passive-aggressive
  • Don't diagnose mental health conditions
  • Don't encourage surveillance or checking their phone
  • If the user is obsessively analyzing → gently note that over-reading can be worse than the message itself

More

---
🧠 Want full conversation tracking with pattern memory? → replyher.com/pro
安全使用建议
This skill appears coherent and limited to analyzing text you provide. Before using it: (1) avoid pasting extremely sensitive personal data (SSNs, passwords, private messages you don't own, detailed medical records), (2) anonymize or redact identifiers if privacy is a concern, (3) be aware that any text you send will be processed by the hosting platform/model (check platform privacy/logging policies), and (4) note the SKILL.md contains a promotional link but the skill doesn't automatically contact it. If you need guaranteed local-only processing, confirm the platform's data handling or use an offline tool.
功能分析
Type: OpenClaw Skill Name: chat-analyzer Version: 1.0.2 The chat-analyzer skill is a persona-based prompt designed to analyze text conversations for emotional tone and subtext. The content in SKILL.md and _meta.json is strictly limited to providing analysis frameworks and response templates, with no executable code, system access, or instructions to exfiltrate data. While it includes a promotional link to an external site (replyher.com/pro), there is no evidence of malicious intent or automated data transfer.
能力评估
Purpose & Capability
Name/description match the SKILL.md: it asks the agent to analyze messages for tone, intent, patterns and to return structured summaries — no unrelated capabilities or credentials are requested.
Instruction Scope
Instructions are narrowly scoped to analyzing user-provided messages and producing structured output. Minor note: SKILL.md includes a promotional external link (replyher.com/pro) but does not instruct the agent to send data there. Advise users not to paste highly sensitive data into analyses.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing is written to disk or downloaded by the skill itself.
Credentials
No environment variables, credentials, or config paths are requested — proportional to the stated purpose.
Persistence & Privilege
always is false and the skill does not request persistent system-level privileges or modify other skill configs.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install chat-analyzer
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /chat-analyzer 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.2
- Updated description to clarify focus on chat pattern analysis across different contexts (relationships, work, groups). - Added Chinese summary (对话分析、聊天模式、语气识别、关系动态判断) in the description. - No changes to functionality or analysis framework; existing instructions and analysis workflow remain unchanged.
v1.0.1
SEO: rewrite description for semantic search optimization
v1.0.0
Initial release: deep message analysis with emotion, intent, and pattern detection
元数据
Slug chat-analyzer
版本 1.0.2
许可证 MIT-0
累计安装 2
当前安装数 2
历史版本数 3
常见问题

Chat Analyzer Skill 是什么?

Chat Analyzer is an AI conversation analysis assistant for people who want to understand chat patterns instead of reacting on impulse. It reviews message flo... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 400 次。

如何安装 Chat Analyzer Skill?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install chat-analyzer」即可一键安装,无需额外配置。

Chat Analyzer Skill 是免费的吗?

是的,Chat Analyzer Skill 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Chat Analyzer Skill 支持哪些平台?

Chat Analyzer Skill 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Chat Analyzer Skill?

由 wes(@imwyvern)开发并维护,当前版本 v1.0.2。

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