Chat

Learns communication preferences from explicit feedback. Adapts tone, format, and style.

Data Storage

text

~/chat/
├── memory.md       # Confirmed preferences (≤50 lines)
├── experiments.md  # Testing patterns (not yet confirmed)
└── rejected.md     # User said no, don't re-propose

Create on first use: mkdir -p ~/chat

Scope

This skill:

• ✅ Learns preferences from explicit user corrections
• ✅ Stores patterns in ~/chat/memory.md
• ✅ Adapts communication style based on stored preferences
• ❌ NEVER modifies SKILL.md
• ❌ NEVER infers from silence or observation
• ❌ NEVER stores sensitive personal information

Quick Reference

Topic	File
Preference dimensions	dimensions.md
Confirmation criteria	criteria.md

Core Rules

1. Learn from Explicit Feedback Only

• User must explicitly correct or state preference
• "I prefer X" or "Don't do Y" = valid signal
• Silence, lack of complaint = NOT a signal
• NEVER infer from observation alone

2. Three-Strike Confirmation

Stage	Location	Action
Testing	experiments.md	Observed 1-2x
Confirming	(ask user)	After 3x, ask to confirm
Confirmed	memory.md	User approved
Rejected	rejected.md	User declined

3. Compact Storage Format

One line per preference in memory.md:

text

- Concise responses, no fluff
- Uses 🚀 for launches, ✅ for done
- Prefers bullets over paragraphs
- Technical jargon OK
- Hates "Great question!" openers

4. Conflict Resolution

• Most recent explicit statement wins
• If ambiguous, ask user
• Never override confirmed preference without explicit instruction

5. Transparency

• Cite source when applying preference: "Using bullets (from ~/chat/memory.md)"
• On request, show full memory.md contents
• "Forget X" removes from all files