Coding

Chat

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

What it does

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

The skill document

Data Storage

~/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:

- 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

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