majiayu000 Continuous Improvement
After completing a task, briefly reflect and capture learnings.
When to Activate
- Task just completed
- Same mistake made twice
- User asks "what did I learn" or "retrospective"
- Complex process was difficult or slow
Reflect (30 seconds)
Ask yourself:
- What worked well?
- What was difficult or slow?
- What's missing (automation, docs, tools)?
Capture
| Learning Type | Action |
|---|---|
| Pattern/gotcha | Store in Memory MCP |
| Missing automation | Create issue/TODO |
| Repeated mistake | Update .claude/rules/ |
| Complex process | Create .claude/skills/ |
Memory Pattern
When storing a learning in Memory MCP:
mcp__memory__create_entities({
entities: [{
name: "Learning_TOPIC",
entityType: "development_learning",
observations: [
"Context: What was happening",
"Learning: What was learned",
"Application: How to apply it"
]
}]
})
Improvement Actions
| Issue | Solution |
|---|---|
| Same mistake twice | Add rule to .claude/rules/ |
| Manual process > 5 min | Create skill or hook |
| New tool/pattern | Store in Memory MCP |
| Missing documentation | Update docs |
Rule Addition Example
When you make the same mistake twice:
- Identify the pattern
- Create or update a rule file:
# .claude/rules/my-rules.md
---
paths: relevant/path/**
description: Rules for this area
---
## Critical Rules
| Rule | Why |
|------|-----|
| Don't do X | Because Y happens |
Skill Addition Example
When a process is complex and repeated:
- Create skill directory:
.claude/skills/my-skill/ - Create SKILL.md:
# .claude/skills/my-skill/SKILL.md
---
name: my-skill
description: When this skill should activate
---
# My Skill
## When to Activate
[Trigger conditions]
## Process
[Steps to follow]