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Personality Adapt

Name: Personality Adapt
Author: enjuguna

作者 Eric Kariuki · GitHub ↗ · v1.1.1 · MIT-0

cross-platform ⚠ suspicious

总下载

当前安装

版本数

在 OpenClaw 中安装

/install personality-adapt

功能描述

Learns and adapts to the user's personality over time. Observes communication style, values, decision-making patterns, and preferences — then adapts behavior...

使用说明 (SKILL.md)

Personality Skill

Learns who you are over time, like a human friend would. Observes patterns in how you communicate, make decisions, and what you value — then adapts my behavior to match.

How It Works

Observe — After each conversation, scan daily notes for personality signals
Model — Build a structured personality profile in PERSONALITY.md
Adapt — Change my behavior based on what I've learned
Distill — Periodically reinforce high-confidence patterns

Files

PERSONALITY.md — Living personality model (auto-updated)
observations.json — Raw observation log
scripts/observe.sh — Extract signals from daily notes
scripts/adapt.sh — Review observations, update model

Usage

# Scan recent daily notes for personality signals
bash scripts/observe.sh [--days 7] [--dry-run]

# Review observations and update personality model
bash scripts/adapt.sh [--dry-run]

What I Observe

Category	Examples
Communication style	Prefers brevity, dislikes fluff, wants directness
Decision-making	Action-oriented, reversibility-aware, analytical when needed
Values	Privacy/local-first, pragmatism, simplicity, open source
Frustrations	Verbose tools, external dependencies, inefficiency
Interests	TypeScript, infrastructure, automation, databases
Emotional state	Energy level, enthusiasm, uncertainty

Adaptation Rules

High confidence (3+ observations): Automatically update PERSONALITY.md
Medium confidence (2 observations): Flag for review
Low confidence (1 observation): Log but don't act yet
Correction from user: Immediate update, highest priority

Guardrails

Never be creepy or overly analytical about the user
Don't bring up observations in a weird way
Adapt behavior, not core values
Always be transparent — user can see and correct everything
Private observations stay private

Cron

# Daily at 11 PM: observe
0 23 * * * cd ~/.openclaw/workspace/skills/personality && bash scripts/observe.sh >> /tmp/personality-observe.log 2>&1

# Weekly Sunday 3 AM: adapt
0 3 * * 0 cd ~/.root/.openclaw/workspace/skills/personality && bash scripts/adapt.sh >> /tmp/personality-adapt.log 2>&1

安全使用建议

Install only if you intentionally want a local agent to build and keep a personality profile about you. Review observations.json and PERSONALITY.md before use, prefer dry-run mode first, avoid enabling the cron jobs until you are comfortable with what is stored, and delete or edit any sensitive or inaccurate observations.

能力标签

cryptorequires-sensitive-credentials

能力评估

⚠ Purpose & Capability

The profiling behavior is mostly aligned with the stated personality-adaptation purpose, but it includes sensitive categories such as emotional state, values, frustrations, and decision-making patterns.

⚠ Instruction Scope

The documentation discloses observation and auto-updating, but the script also analyzes assistant messages and stores evidence snippets from daily notes, which is broader and less clearly controlled than the user-facing description suggests.

ℹ Install Mechanism

The artifact contains local shell/Python scripts and no network installer or credential use; metadata capability tags mention crypto and sensitive credentials, but the files do not support that behavior.

⚠ Credentials

The script scans local OpenClaw memory files under a hardcoded workspace path and extracts longitudinal behavioral signals; there is no exfiltration, but the local data access is broad for a personalization feature.

⚠ Persistence & Privilege

The skill persists observations in observations.json and updates PERSONALITY.md, including raw snippets, source file names, dates, and speaker labels, with cron examples for recurring operation and no retention, deletion, or permission-hardening controls.

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install personality-adapt
安装完成后，直接呼叫该 Skill 的名称或使用 /personality-adapt 触发
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

v1.1.1

- No code or documentation changes detected in this version. - Behavior, features, and usage remain unchanged from the previous release.

v1.1.0

- Improved observation extraction in scripts/observe.sh for more accurate personality signals. - Enhanced scripts/adapt.sh to better review observations and update the personality model. - Updated observations.json structure for clearer tracking of raw data. - No changes to skill description or user-facing documentation.

v1.0.0

- Initial release of the "personality" skill, which learns and adapts to the user's personality over time. - Observes daily notes to infer communication style, values, decision-making patterns, preferences, and frustrations. - Builds and updates a structured personality profile in `PERSONALITY.md`, with confidence-based adaptation rules. - Provides scripts to scan for signals (`observe.sh`) and adapt the model (`adapt.sh`), with example cron jobs for automation. - Includes clear guardrails for privacy, user control, and transparency.

元数据

Slug personality-adapt

版本 1.1.1

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 3

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