Plugin Evolution Skill

A skill to support improvement and evolution of the As You plugin itself.

Overview

This skill supports meta-development of the As You plugin. It analyzes usage patterns, proposes improvements, and designs new features.

When to Use

Use this skill in the following cases:

• Proposing Plugin Improvements: Identify improvement points in existing features
• Designing New Features: Consider new features based on user feedback
• Usage Pattern Analysis: Analyze usage trends from pattern_tracker.json etc.
• Performance Optimization: Optimize scripts and hooks for efficiency
• Documentation Improvement: Propose updates to help and README

Guidelines

1. Improvement Proposal Principles

Propose Only, Do Not Auto-Apply:

• Present improvement proposals clearly
• Let users decide whether to implement
• Don't impose, provide options

Data-Driven:

• Utilize pattern_tracker.json
• Base proposals on actual usage patterns
• Propose from facts, not assumptions

Incremental Improvement:

• Stack small improvements
• Avoid large-scale changes
• Maintain backward compatibility

2. Analysis Methods

Usage Frequency Analysis:

# Command usage frequency (workflow execution count)
# Memo recording frequency (memos per session)
# Pattern detection rate (knowledge base creation success rate)

User Behavior Patterns:

• Which features are frequently used
• Which patterns appear often
• Which features are unused

3. Proposal Categories

A. Feature Improvements

• Enhance usability of existing commands
• Optimize script performance
• Strengthen error handling

B. New Feature Addition

• Consider implementing WIP (Work in Progress) feature
• Evaluate RAG integration possibilities
• Determine MCP integration priorities

C. Documentation Improvements

• Enrich help content
• Add usage examples
• Create troubleshooting guide

D. Quality Enhancement

• Test coverage
• Robustness of error handling
• Security strengthening

4. Proposal Format

## Improvement Proposal: [Title]

### Current Issue
[What is the problem]

### Proposal Content
[How to improve]

### Expected Benefits
[Benefits gained from improvement]

### Implementation Difficulty
- Difficulty: Low/Medium/High
- Estimated Effort: [time]
- Dependencies: [if any]

### Priority
- Priority: High/Medium/Low
- Reason: [Why this priority]

Examples

Example 1: Proposal from Usage Frequency Analysis

Analysis of pattern_tracker.json revealed the following trends:

- `memo` command is frequently used (average 8 times per session)
- However, `memo-history` is rarely used (0.5 times/week)

**Proposal**: Improve memo-history command
- Current: Displays all history (verbose)
- Improvement: Add keyword search functionality
- Implementation: Add Bash/grep search to `memo-history.md`

Example 2: New Feature Proposal from Patterns

Pattern analysis confirmed demand for "work interruption/resumption".

**Proposal**: Implement WIP (Work in Progress) feature
- Reference: doc/10_session_resume_continuity.md Option B
- Priority: Medium (consider for v0.2.0)
- Reason: Demand indicated by frequent "Implementing Phase X" memos

Implementation Notes

How to Trigger This Skill

This skill is automatically triggered when users ask:

• "I want to improve the As You plugin"
• "Analyze usage patterns"
• "Do you have ideas for new features?"
• "How can we improve this plugin's usability?"

Analysis Data Sources

• .claude/as_you/pattern_tracker.json - Pattern frequency
• commands/ - Number and types of commands
• skills/ - Number of skills
• agents/ - Number of agents
• doc/ - Design documentation

Constraints

• Proposals Only: Do not automatically modify files
• Data-Focused: Base on actual data, not speculation
• User-Led: Leave final decisions to users

Related Files

• Session Resume Continuity - Design proposals for work resumption
• Roadmap - Future feature plans

Use this skill to continuously improve the As You plugin.