搜索

PythonReactSEOPDF
OpenClaw

inner-life-reflect

Your agent repeats the same patterns without learning. inner-life-reflect adds self-reflection with trigger detection and quality gates — your agent observes its own behavior, notices shifts, and evolves its personality over time through SELF.md.

dkistenev0 来源安装数☆ 0 仓库 Starsv1.0.4

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。

SkillHub CLI

skillhub install dkistenev/inner-life-reflect

打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

inner-life-reflect

Self-reflection that actually works. No forced journaling, no filler.

Requires: inner-life-core

Prerequisites Check

Before using this skill, verify that inner-life-core has been initialized:

  1. Check that memory/inner-state.json exists
  2. Check that memory/habits.json exists

If either is missing, tell the user: "inner-life-core is not initialized. Install it with clawhub install inner-life-core and run bash skills/inner-life-core/scripts/init.sh." Do not proceed without these files.

What This Solves

Without reflection, agents accumulate experience but never learn from it. They make the same mistakes, miss the same patterns, and their personality stays frozen.

inner-life-reflect adds a trigger-based reflection system with quality gates. Your agent writes to SELF.md only when something meaningful happens — not on a schedule, not as routine filler.

Core Principle

  • SOUL.md = who you are (foundation, change only with user approval)
  • SELF.md = who you're becoming (living observations)
  • Schedule the check, not the content — checks can be periodic; entries must be genuine

Triggers

Hard Triggers (write now)

Create/update SELF.md entry when:

  • You were corrected on reasoning style or behavior pattern
  • You noticed a repeated bias or avoidance pattern (>=2 times)
  • You made a decision that clearly reflects preference or aversion
  • You caught a blind spot that changed your behavior
Soft Triggers (consider writing)
  • Subtle tendency shift detected
  • New tone pattern in interactions
  • Mild preference signal from user

If only soft triggers exist and quality is low: skip entry, update state only.

Quality Gate

Before writing to SELF.md, pass ALL 4 checks:

  1. Specificity — concrete behavior, not generic statement
  2. Evidence — based on recent sessions, not vibes
  3. Novelty — not a duplicate of last 3 entries
  4. Usefulness — could influence future behavior

If any check fails...

来源信息

Source
github
Repository
openclaw/skills
Path
skills/dkistenev/inner-life-reflect
Version
1.0.4
Commit
d3a1e5a5f70cdc47c453d7a56a1d98e2faf86f6a
分类来源
rules
状态
active
可见性
public

这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。

来源内容

SKILL.md
# inner-life-reflect

> Self-reflection that actually works. No forced journaling, no filler.

Requires: **inner-life-core**

## Prerequisites Check

Before using this skill, verify that inner-life-core has been initialized:

1. Check that `memory/inner-state.json` exists
2. Check that `memory/habits.json` exists

If either is missing, tell the user: *"inner-life-core is not initialized. Install it with `clawhub install inner-life-core` and run `bash skills/inner-life-core/scripts/init.sh`."* Do not proceed without these files.

## What This Solves

Without reflection, agents accumulate experience but never learn from it. They make the same mistakes, miss the same patterns, and their personality stays frozen.

inner-life-reflect adds a trigger-based reflection system with quality gates. Your agent writes to SELF.md only when something meaningful happens — not on a schedule, not as routine filler.

## Core Principle

- **SOUL.md** = who you are (foundation, change only with user approval)
- **SELF.md** = who you're becoming (living observations)
- **Schedule the check, not the content** — checks can be periodic; entries must be genuine

## Triggers

### Hard Triggers (write now)

Create/update SELF.md entry when:
- You were corrected on reasoning style or behavior pattern
- You noticed a repeated bias or avoidance pattern (>=2 times)
- You made a decision that clearly reflects preference or aversion
- You caught a blind spot that changed your behavior

### Soft Triggers (consider writing)

- Subtle tendency shift detected
- New tone pattern in interactions
- Mild preference signal from user

If only soft triggers exist and quality is low: skip entry, update state only.

## Quality Gate

Before writing to SELF.md, pass ALL 4 checks:

1. **Specificity** — concrete behavior, not generic statement
2. **Evidence** — based on recent sessions, not vibes
3. **Novelty** — not a duplicate of last 3 entries
4. **Usefulness** — could influence future behavior

If any check fails...

相关技能

OpenClaw

bambu-studio-ai

heyixuan2

Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...

OpenClaw

geo-optimization

capt-marbles

Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...

OpenClaw

parakeet-stt

carlulsoe

Local speech-to-text with NVIDIA Parakeet TDT 0.6B v3 (ONNX on CPU). 30x faster than Whisper, 25 languages, auto-detection, OpenAI-compatible API. Use when transcribing audio files, converting speech to text, o...

OpenClaw

feishu-process-feedback

carlzhao007

飞书消息自动处理与进度反馈技能。安装后后台运行,监听飞书任务消息并自动创建独立进程处理。 在处理前后发送实时进度反馈(任务确认、进度百分比、完成通知)。 支持任务类型识别、智能解析、错误重试、并发控制、状态持久化...