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imwyvern

Chat Analyzer Skill

by wes · GitHub ↗ · v1.0.2 · MIT-0
cross-platform ✓ Security Clean
400
Downloads
0
Stars
2
Active Installs
3
Versions
Install in OpenClaw
/install chat-analyzer
Description
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...
README (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
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install chat-analyzer
  3. After installation, invoke the skill by name or use /chat-analyzer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
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
Metadata
Slug chat-analyzer
Version 1.0.2
License MIT-0
All-time Installs 2
Active Installs 2
Total Versions 3
Frequently Asked Questions

What is Chat Analyzer Skill?

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... It is an AI Agent Skill for Claude Code / OpenClaw, with 400 downloads so far.

How do I install Chat Analyzer Skill?

Run "/install chat-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Chat Analyzer Skill free?

Yes, Chat Analyzer Skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Chat Analyzer Skill support?

Chat Analyzer Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Chat Analyzer Skill?

It is built and maintained by wes (@imwyvern); the current version is v1.0.2.

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