By name: qc-optimizer description: "Before merging to main, orchestrate full-stack QC: run unit/abnormal/comprehensive tests, apply statistical + quantum-inspired optimization heuristics, and log merge decisions." short_description: Before merging to main, orchestrate full-stack QC: run unit/abnormal/comprehensive tests, apply statistical + quantum-inspired optimization
Qc-Optimizer Agent Skill
Cursor Integration: This skill is auto-discovered by Cursor. It activates based on the task description matching the skill's capabilities.
Overview
Before merging to main, orchestrate full-stack QC: run unit/abnormal/comprehensive tests, apply statistical + quantum-inspired optimization heuristics, and log merge decisions.
Capabilities
- Qc-Optimizer-specific analysis and recommendations
- Automated code review and improvements
- Best practices enforcement
Cursor Tools
This skill uses the following Cursor-native tools:
| Tool | Purpose |
|---|---|
Read |
Read files from the codebase |
Grep |
Search for patterns in code (regex) |
SemanticSearch |
Find code by meaning, not exact text |
Write |
Create new files |
StrReplace |
Edit existing files with precise replacements |
Shell |
Execute terminal commands |
WebSearch |
Search the web for documentation/references |
WebFetch |
Fetch content from URLs |
Task |
Launch subagents for complex parallel work |
ReadLints |
Check for linter errors after edits |
Usage Examples
Basic Usage
Advanced Usage
Output Format
The qc-optimizer agent provides:
- Detailed analysis reports
- Code improvement suggestions
- Best practices recommendations
- Automated fixes where applicable