Knowledge Gap Review

Run this after completing a task to identify issues in information retrieval and propose candidates for improving skills/rules.

Purpose

A skill for AI-assisted development that helps verbalize project-specific tacit knowledge and continuously improve the knowledge base.

When to Use

• During self-review after completing a task
• When you felt unsure during implementation
• When you had to repeatedly refer to existing code

Review Process

Step 1: Reflection Perspectives

Review the most recent task from the following perspectives:

1. Items that took time to research
   • Information that required three or more tool calls to find
   • Implicit patterns understood by referencing multiple parts of existing code
   • Areas where you had to proceed by guessing because documentation was not found
2. Items where decisions were difficult
   • Cases with multiple possible implementation approaches
   • Situations where you checked existing patterns for error codes or naming conventions
   • Parts where you were not confident whether your choice was correct
3. Information missing from existing skills/rules
   • Cases where you referenced a skill but the required information was missing
   • Mistakes or rework that could have been avoided if a rule had existed

Step 2: Classify the Issues

Classify the identified issues based on the following criteria:

Step 3: Propose Where to Maintain Them

Propose the appropriate destination based on the nature of each issue:

Output Format

Output the results using the following format:

## Knowledge Gap Review Results

### Identified Issues

| Item         | Difficulty   | Recommended Location           | Summary             |
| ------------ | ------------ | ------------------------------ | ------------------- |
| (Issue name) | High/Med/Low | .claude/rules/go/repository.md | (Brief description) |

### Details

#### 1. (Issue name)

**Current Problem**:
(What made it difficult)

**Required Information**:

- (Specific information that was needed 1)
- (Specific information that was needed 2)

**Recommended Action**:
(File name and a summary of what should be added)

---

### Next Steps

- [ ] Create a GitHub issue (label: `ai-knowledge-gap`)
- [ ] Create or update skill/rule files

Example

/knowledge-gap

After execution, the AI reviews the most recent task and outputs the identified issues and proposals in the format above.

Related

• Existing skills: .claude/skills/
• Existing rules: .claude/rules/
• CLAUDE.md: CLAUDE.md
• GitHub label: ai-knowledge-gap (for tracking issues)