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catlog22 99cb29ed23 refactor: simplify prompt-enhancer skill description and internal analysis

- Update description: focus on intelligent analysis and session memory
- Simplify trigger mechanism to only -e/--enhance flags
- Condense internal analysis section to single concise statement
- Remove verbose semantic analysis details for cleaner documentation

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

2025-10-18 22:41:25 +08:00

3.2 KiB

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name, description, allowed-tools

name	description	allowed-tools
Prompt Enhancer	Transform vague prompts into actionable specs using intelligent analysis and session memory. Trigger with -e/--enhance flags.	(none)

Prompt Enhancer

Transform: Vague intent → Structured specification (Memory-based, Direct Output)

Languages: English + Chinese (中英文语义识别)

Process (Internal → Direct Output)

Internal Analysis: Intelligently extract session context, identify tech stack, and structure into actionable format.

Output: Direct structured prompt (no intermediate steps shown)

Output Format

📋 ENHANCED PROMPT

INTENT: [One-sentence technical goal with tech stack / 明确技术目标含技术栈]

TECH STACK: [Relevant technologies from memory / 相关技术栈]
- [Framework/Library: Purpose]

CONTEXT: [Session memory findings / 会话记忆发现]
- [Key context point 1]
- [Key context point 2]
- [Design patterns/constraints from session]

ACTION:
1. [Concrete step with technical details / 具体步骤含技术细节]
2. [Concrete step with technical details]
3. [Testing/validation step]

ATTENTION: [Critical constraints / 关键约束]
- [Security/compatibility/performance concerns]
- [Design pattern requirements]

Workflow

Trigger → Internal Analysis → Direct Output
   ↓            ↓                  ↓
  P1-4    Semantic+Memory    Enhanced Prompt
          (3 dimensions)      (Structured)

Detect: Check triggers (P1-P4)
Internal Analysis:
- Semantic (EN/CN) intent analysis
- Memory extraction (tech stack, patterns, constraints)
- Enhancement (structure + supplement + clarify)
Output: Present enhanced structured prompt directly

Enhancement Checklist (Internal)

Structure:

INTENT: Clear, one-sentence technical goal
TECH STACK: Relevant technologies from session
CONTEXT: Key session findings and constraints
ACTION: Concrete steps with technical details
ATTENTION: Critical constraints and patterns

Supplement:

Add tech stack/frameworks mentioned in session
Include design patterns if relevant
Add testing/validation requirements
Specify performance metrics if applicable

Clarify:

Make vague intent explicit
Resolve ambiguous references (it/that/这个/那个)
Expand multi-module scope with dependencies
Add missing context from memory

Best Practices

✅ Detect -e/--enhance flags first (P1)
✅ Support EN + CN semantic keywords
✅ Extract memory context ONLY (no file reading)
✅ Add tech stack, design patterns, testing requirements
✅ Direct output (no intermediate steps)
✅ Use INTENT/TECH STACK/CONTEXT/ACTION/ATTENTION format
❌ NO tool calls (AskUserQuestion removed)
❌ NO Bash, Read, Glob, Grep operations
❌ NO file analysis or codebase scanning

Key Changes

Removed all tools - Pure analysis and output
Removed user confirmation - Direct output for speed
Added tech stack section - Supplement with technologies
Enhanced internal analysis - 3 dimensions (structure + supplement + clarify)
Focus on memory - Session context only, no file reading

3.2 KiB Raw Blame History