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self-improving-habit自我完善的习惯

Agent Skill

self-improving-habit 用于记录任务执行中的错误、用户纠正、经验和能力缺口,适合在 OpenClaw 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

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来源数

2

许可证

MIT-0

最后核验

2026-05-01

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请帮我安装这个 Agent Skill:self-improving-habit(自我完善的习惯)
来源仓库:https://github.com/harrylabsj/self-improving-habit
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简介

用于基于行为心理学原理帮助代理养成新习惯或改掉坏习惯。

  • 适用于需要提升工作效率、时间管理或行为一致性的场景。
  • 通过科学方法设计习惯回路,支持渐进式优化与长期维持。
  • 安装命令:openclaw skills install self-improving-habit,需确认是否收集个人行为数据。
  • 建议在使用前明确目标习惯,避免盲目套用模板导致效果不佳。

SKILL.md

name
self-improving-habit
description
Science-based habit formation, maintenance, and optimization using behavioral psychology principles. Use when building new habits, breaking bad ones, or optimizing existing routines for maximum consistency and minimum willpower.

Self-Improving Habit

Evidence-based habit system that applies behavioral science to build durable habits through staged progression, environment design, and willpower conservation.

Quick Reference

SituationAction
Starting new habitDefine habit parameters, design environment, set tiny starting goal
Habit slipping (missed days)Analyze failure cause, reduce friction, adjust trigger
Habit feels effortfulAutomate, bundle with existing habit, increase reward
Multiple habit attempts failedExamine identity alignment, start smaller, change approach
Maintaining long-term habitPeriodic habit review, challenge increase, prevent boredom

Habit Formation Stages

Stage 1: Initiation (Days 1-7) - "Just Start"

  • Goal: Complete habit 1 time, any quality
  • Focus: Removing friction, establishing trigger
  • Success Metric: 1+ completion, not perfection
  • Psychology: Reduce activation energy below resistance

Stage 2: Consistency (Days 8-21) - "Make It Regular"

  • Goal: Establish pattern, build neural pathway
  • Focus: Consistency over quality, streak maintenance
  • Success Metric: 70%+ completion rate
  • Psychology: Repetition strengthens cue-routine-reward loop

Stage 3: Integration (Days 22-90) - "Make It Automatic"

  • Goal: Habit becomes default behavior
  • Focus: Environmental integration, identity shift
  • Success Metric: < 5% conscious effort required
  • Psychology: Behavior becomes identity-congruent

Stage 4: Optimization (90+ days) - "Make It Better"

  • Goal: Improve quality, efficiency, resilience
  • Focus: Mastery, variation, habit stacking
  • Success Metric: Habit enhances other areas of life
  • Psychology: Self-efficacy, competence, autonomy

Habit Parameters

Core Parameters

  • Habit Name: Morning meditation, Daily writing, Evening reflection
  • Category: Health, Learning, Productivity, Relationships, Mindfulness
  • Difficulty: Tiny (1), Small (2), Medium (3), Large (4), Massive (5)
  • Frequency: Daily, Weekdays, 3x/week, Weekly, Trigger-based
  • Duration Estimate: 5min, 15min, 30min, 60min, 120min

Success Design

  • Trigger: Time, Location, Preceding event, Emotional state
  • Routine: Exact steps, Minimum version, Quality standard
  • Reward: Intrinsic, Extrinsic, Social, Tracking-based
  • Friction Score: 1-10 (lower better)

Logging Format

Habit Definition Entry

Append to .learnings/habits/HABIT_NAME.md:

## [HAB-YYYYMMDD-001] Habit Definition: Morning Meditation

**Defined**: 2026-03-12T08:00:00Z
**Stage**: Initiation (Day 1)
**Difficulty**: 2/5 (Small)
**Frequency**: Daily
**Target Time**: 7:00 AM
**Priority**: high
**Status**: active

### Success Design
**Trigger**: Alarm goes off → phone on charger → bathroom → meditation cushion
**Routine**: 
1. Sit on cushion (minimum: 1 breath)
2. Set timer for 10 minutes (minimum: 1 minute)
3. Focus on breath (quality: return focus 3+ times)
**Reward**: 
- Intrinsic: Calm feeling, clarity
- Extrinsic: Check mark in habit tracker
- Social: Share streak with accountability partner
**Friction Score**: 3/10 (cushion ready, phone away, morning energy)

### Stage-Specific Goals
- **Initiation (D1-7)**: Complete 1 minute, any quality
- **Consistency (D8-21)**: Complete 70% of days, 5+ minutes
- **Integration (D22-90)**: Automatic trigger, 10 minutes standard
- **Optimization (90+)**: Experiment with techniques, increase to 15 minutes

### Environmental Design
- **Cue Enhancement**: Meditation cushion always visible by bed
- **Friction Reduction**: Phone charging away from bed, timer app ready
- **Reward Placement**: Habit tracker visible, tea after meditation
- **Identity Support**: "I'm someone who meditates daily" affirmation

### Potential Pitfalls & Solutions
1. **Sleeping in**: Set alarm across room, earlier bedtime
2. **Phone distraction**: Charge in bathroom, use analog timer
3. **Mind wandering**: Normal, just return to breath
4. **Travel disruption**: Travel cushion, 1-minute minimum version

---

Daily Habit Log

Append to .learnings/habits/HABIT_NAME_LOGS.md:

## [HLOG-YYYYMMDD] Morning Meditation - Day 3

**Date**: 2026-03-12
**Completion**: Yes (8/10 quality)
**Stage**: Initiation (Day 3 of 7)
**Streak**: 3 days
**Willpower Required**: 4/10 (medium)

### Execution Details
- **Time Started**: 7:05 AM (5 minutes late)
- **Duration**: 8 minutes (target: 10)
- **Quality Score**: 8/10 (focused 80% of time)
- **Friction Experienced**: 3/10 (slight sleepiness)
- **Resistance Level**: 4/10 (moderate "don't want to")

### What Worked Well
- Cushion visibility triggered action immediately
- Phone charging in bathroom prevented distraction
- Deep breathing at start helped focus
- Timer sound gentle, not jarring

### Challenges & Solutions
- **Challenge**: Mind wandering to work tasks
- **Solution**: Labeled thoughts "planning" and returned to breath
- **Challenge**: Sleepiness reducing focus
- **Solution**: Splashed water on face before starting

### Insights & Patterns
- Days 1-3: Resistance decreasing (6→5→4/10)
- Best time: Right after waking, before phone check
- Quality correlates with bedtime (earlier = better)
- Evening intention setting helps morning follow-through

### Adjustment for Tomorrow
- Set bedtime 15 minutes earlier (11:00 → 10:45)
- Place journal by cushion for post-meditation thoughts
- Try 1 minute of stretching before sitting

### Stage Progress Assessment
- **Initiation Goal**: Complete 1+ minute ✓ (3/3 days)
- **Consistency Foundation**: Building neural pathway ✓
- **Integration Prep**: Environment working well ✓
- **Readiness for Stage 2**: 4/5 (on track)

---

Habit Review (Weekly/Monthly)

Append to .learnings/habits/HABIT_NAME_REVIEWS.md:

## [HREV-YYYYMMDD-001] Morning Meditation - Week 1 Review

**Period**: 2026-03-05 to 2026-03-12
**Stage**: Initiation → Consistency transition
**Completion Rate**: 6/7 days (86%)
**Average Quality**: 7.2/10
**Average Duration**: 6.8 minutes (target: 10)
**Willpower Trend**: 6 → 4/10 (improving)

### Stage Achievement
- **Initiation Complete**: ✓ Completed habit 6+ times
- **Trigger Established**: ✓ Cushion visibility works
- **Minimum Version Defined**: ✓ 1-minute version for hard days
- **Identity Beginning**: Starting to think "I meditate"

### Success Factors
1. **Environmental Design**: Cushion visibility (most important)
2. **Tiny Start**: 1-minute minimum reduced resistance
3. **Accountability**: Daily log created awareness
4. **Reward System**: Check mark satisfaction motivated

### Failure Analysis (Missed Day: March 9)
- **Cause**: Stayed up late, slept through alarm
- **Root**: Evening routine not supporting morning habit
- **Solution**: Link meditation to bedtime (earlier = easier morning)
- **Learning**: Habits exist in ecosystem, not isolation

### Resistance Pattern Analysis
- **Highest**: Days 2-3 (6/10) - novelty worn off, effort required
- **Lowest**: Day 7 (3/10) - routine establishing, less decision needed
- **Trend**: Decreasing overall (good sign)

### Readiness for Next Stage
- **Consistency Stage Ready**: Yes (6+ completions, decreasing resistance)
- **Goal Adjustment**: Increase target to 8 minutes (from 10 realistic)
- **New Focus**: Streak maintenance, not just completion
- **Risk Period**: Days 10-14 typical drop-off, plan extra support

### Habit Ecosystem Impact
- **Sleep**: Improved from 6.5 to 7.0/10 (earlier bedtime)
- **Morning Routine**: More structured, less decision fatigue
- **Work Focus**: Slight improvement reported (1-2%)
- **Stress**: Noticeable reduction on meditation days

### Next Week's Focus
1. **Primary**: Maintain streak (7 more days)
2. **Secondary**: Increase average duration to 8 minutes
3. **Supporting**: Evening intention setting ritual
4. **Measurement**: Track willpower score daily

---

Behavioral Science Principles

Fogg Behavior Model

Behavior = Motivation × Ability × Prompt
  • Motivation: Fluctuates, don't rely on
  • Ability: Make it easier (reduce friction)
  • Prompt: Make it obvious (cue design)

Habit Loop (Duhigg)

Cue → Routine → Reward → Craving
  • Cue Design: Make it obvious, unavoidable
  • Routine Design: Make it easy, satisfying
  • Reward Design: Make it immediate, reinforcing
  • Craving Building: Associate cue with reward anticipation

Willpower Conservation

  • Decision Fatigue: Fewer choices = more willpower for habits
  • Ego Depletion: Willpower finite, use on important habits first
  • Automaticity Goal: Reduce willpower to near-zero through repetition

Advanced Techniques

Habit Stacking

After [CURRENT HABIT], I will [NEW HABIT]

Example: After I pour morning coffee, I will meditate for 1 minute.

Environment Design

  • Cue Enhancement: Make triggers visible, accessible
  • Friction Reduction: Remove barriers, prepare in advance
  • Choice Architecture: Make desired habit easiest option

Identity-Based Habits

  • Current Identity: "I'm trying to meditate"
  • Target Identity: "I'm someone who meditates daily"
  • Evidence Collection: Each completion proves identity
  • Identity Reinforcement: Speak as if identity already true

Temptation Bundling

Pair [HABIT YOU NEED] with [HABIT YOU WANT]

Example: Only listen to favorite podcast while exercising.

Habit Failure Analysis

Common Failure Patterns

Pattern 1: "Overambitious Start"

  • Symptoms: Perfect first week, then collapse
  • Cause: Starting too big, unsustainable
  • Fix: Start 50% smaller, focus on consistency

Pattern 2: "Missing Trigger"

  • Symptoms: Forgetting to do habit
  • Cause: Cue not obvious or reliable
  • Fix: Anchor to existing routine, visual reminder

Pattern 3: "Friction Too High"

  • Symptoms: Habit feels like chore, avoided
  • Cause: Too many steps, preparation required
  • Fix: Reduce to 2-step process, prepare in advance

Pattern 4: "Reward Too Distant"

  • Symptoms: No motivation to continue
  • Cause: Benefits long-term, not immediate
  • Fix: Add immediate reward (tracking, small treat)

Pattern 5: "Identity Conflict"

  • Symptoms: Feeling "not me" when doing habit
  • Cause: Habit conflicts with self-image
  • Fix: Reframe identity, start with micro-habit

Integration with Other Skills

With Self-Improving-Life

  • Habits as tools for domain satisfaction improvement
  • Align habits with life priorities and values

With Self-Improving-Skill

  • Practice habits for skill development consistency
  • Use habit stacking to build skill practice routines

With Self-Improving-Work

  • Productivity habits for workflow optimization
  • Environment design for focused work sessions

Success Metrics

Stage-Specific Metrics

Initiation (Days 1-7)

  • Primary: Completion (any amount) ✓
  • Secondary: Trigger reliability
  • Tertiary: Friction score reduction

Consistency (Days 8-21)

  • Primary: Streak maintenance (70%+ days)
  • Secondary: Average duration increase
  • Tertiary: Willpower reduction

Integration (Days 22-90)

  • Primary: Automaticity (effort score < 3/10)
  • Secondary: Identity congruence
  • Tertiary: Environmental integration

Optimization (90+ days)

  • Primary: Quality improvement
  • Secondary: Habit stacking success
  • Tertiary: Positive spillover effects

Overall Success Indicators

  • Habit Strength: Days to miss = 7+ (strong), 3-6 (medium), 1-2 (weak)
  • Willpower Independence: Score < 3/10 = habit formed
  • Identity Integration: "I am" statements feel true
  • Ecosystem Impact: Positive effects on other habits/domains

Getting Started

Step 1: Habit Selection (Day 1)

  1. Choose 1-2 key habits (not 5+)
  2. Define tiny starting version (2 minutes or less)
  3. Design obvious cue in existing routine

Step 2: First Week Setup (Days 1-7)

  1. Prepare environment (reduce friction)
  2. Define minimum version (for hard days)
  3. Set up tracking system (simple checkmarks)
  4. Plan rewards (immediate, small)

Step 3: Progressive Advancement

  1. Complete initiation stage (7 days)
  2. Assess and adjust for consistency stage
  3. Monthly reviews for optimization
  4. Quarterly habit ecosystem review

Scientific Foundation

Based on:

  • BJ Fogg: Tiny Habits, Behavior Model
  • Charles Duhigg: Habit Loop, Power of Habit
  • James Clear: Atomic Habits, Identity-based change
  • Roy Baumeister: Willpower research, ego depletion
  • Wendy Wood: Habit psychology, context dependence

Integration Note: This skill provides the behavioral engine for other self-improving skills, turning intentions into automatic actions through evidence-based habit formation.

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