Performance Metrics Dashboard
Tracking edit rate as a proxy for satisfaction captures cases where output is technically correct but not useful enough to use as-is.
Prompt
Design a metrics tracking system for prompt version performance.\n\nPrompt name: {{prompt_name}}\nPurpose: {{prompt_purpose}}\nCurrent version: {{current_version_number}}\n\nDefine metrics across these dimensions:\n1. Quality: output accuracy, relevance, completeness (with scoring rubrics)\n2. Efficiency: token usage, response time, cost per request\n3. Reliability: error rate, refusal rate, format compliance rate\n4. User satisfaction: feedback scores, edit rate (how often users modify the output)\n\nFor each metric, specify:\n- How to measure it\n- Baseline from current version\n- Target for next version\n- Alert threshold that triggers investigation
Variables to customize
{{prompt_name}}{{prompt_purpose}}{{current_version_number}}
Why this prompt works
Tracking edit rate as a proxy for satisfaction captures cases where output is technically correct but not useful enough to use as-is.
What you get when you save this prompt
Your workspace unlocks powerful tools to iterate and improve.
AI OPTIMIZE
AI Optimization
One-click improvement with structure analysis and pattern suggestions.
VERSION DIFF
Version History
Track every edit. Compare versions side-by-side with word-level diffs.
ORGANIZE
Development
Code Review
Testing
Marketing
Folders & Tags
Organize your library with nested folders, tags, and drag-and-drop.
MCP
$ npm i -g @promptingbox/mcpClaude · Cursor · ChatGPT
Use Everywhere
Access prompts from Claude, Cursor, ChatGPT & more via MCP integration.
Your prompts, organized
Save, version, and access your best prompts across ChatGPT, Claude, Cursor, and more.