🔍 Spark
This skill helps you debug errors and misbehavior by querying collective Spark insights to surface proven fixes.
npx playbooks add skill memcoai/spark-skills --skill spark
About Spark
This skill helps you debug errors and misbehavior by querying collective Spark insights to surface proven fixes.
At 17 words, this compact prompt gives your agent specialized code review & quality expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (17 words)
This skill helps you debug errors and misbehavior by querying collective Spark insights to surface proven fixes.
Frequently Asked Questions
What is Spark?
Spark is a free code review & quality skill for AI coding agents. This skill helps you debug errors and misbehavior by querying collective Spark insights to surface proven fixes.. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Spark with Claude Code?
Run npx playbooks add skill memcoai/spark-skills --skill spark in your terminal to install Spark into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Spark?
Spark is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Spark free to use?
Yes, Spark is completely free and open source. The full source is available on GitHub at https://github.com/memcoai/spark-skills/tree/main/skills/spark. You only need a subscription to the AI agent you use it with.
