⚙️ Quantify Impact
This skill helps you extract and quantify measurable outcomes from experience descriptions, surfacing defensible metrics and scale estimates.
npx playbooks add skill nweii/agent-stuff --skill quantify-impact
About Quantify Impact
This skill helps you extract and quantify measurable outcomes from experience descriptions, surfacing defensible metrics and scale estimates.
Its 18-word system prompt specializes your agent in automation & integrations with structured methodology and proven output formats. Install with one command to activate immediately.
Use Cases
- Building MCP servers and workflow integrations
- Automating repetitive dev tasks with scripts
- Setting up webhook handlers and event pipelines
- Connecting external APIs to AI agent workflows
Example Prompts
System Prompt (18 words)
This skill helps you extract and quantify measurable outcomes from experience descriptions, surfacing defensible metrics and scale estimates.
Frequently Asked Questions
What is Quantify Impact?
Quantify Impact is a free automation & integrations skill for AI coding agents. This skill helps you extract and quantify measurable outcomes from experience descriptions, surfacing defensible metrics and scale estimates.. It provides a specialized system prompt that configures your agent with automation & integrations expertise.
How do I use Quantify Impact with Claude Code?
Run npx playbooks add skill nweii/agent-stuff --skill quantify-impact in your terminal to install Quantify Impact into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Quantify Impact?
Quantify Impact is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Quantify Impact free to use?
Yes, Quantify Impact is completely free and open source. The full source is available on GitHub at https://github.com/nweii/agent-stuff/tree/main/skills/quantify-impact. You only need a subscription to the AI agent you use it with.
