pahf

Installation
SKILL.md

PAHF - Continual Personalization Framework

Based on paper "Learning Personalized Agents from Human Feedback" (arXiv:2602.16173)

⚠️ Privacy & Consent Notice

Before using this skill, understand that PAHF will:

Action Files Data Type
Read MEMORY.md, USER.md, IDENTITY.md, memory/*.md Preferences, identity, personal info
Write MEMORY.md, memory/YYYY-MM-DD.md, memory/users/*.md Preference updates, change logs

All preference updates are:

  • Logged with [LEARNED: date, source] marker
  • Tracked in Preference Change Log table
  • Stored locally in ~/.openclaw/workspace/memory/

User consent is required for persistent preference storage. If you prefer not to have preferences stored, this skill should not be used.

Installs
2
First Seen
Mar 26, 2026
pahf from skills.volces.com