System Prompt / Instructions
Clarity Gate
Overview
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
When to Use This Skill
Use this skill when you need to work with pre-ingestion verification for epistemic quality in rag systems with 9-point verification and two-round hitl workflow.
Instructions
This skill provides guidance and patterns for pre-ingestion verification for epistemic quality in rag systems with 9-point verification and two-round hitl workflow.
For more information, see the source repository.
Frequently Asked Questions
What is clarity-gate?
clarity-gate is an expert AI persona designed to improve your coding workflow. Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow It provides senior-level context directly within your IDE.
How do I install the clarity-gate skill in Cursor or Windsurf?
To install the clarity-gate skill, download the package, extract the files to your project's .cursor/skills directory, and type @clarity-gate in your editor chat to activate the expert instructions.
Is clarity-gate free to download?
Yes, the clarity-gate AI persona is completely free to download and integrate into compatible Agentic IDEs like Cursor, Windsurf, Github Copilot, and Anthropic MCP servers.
clarity-gate
Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow
Download Skill PackageIDE Invocation
Platform
Price
Setup Instructions
Cursor & Windsurf
- Download the zip file above.
- Extract to
.cursor/skills - Type
@clarity-gatein editor chat.
Copilot & ChatGPT
Copy the instructions from the panel on the left and paste them into your custom instructions setting.
"Adding this clarity-gate persona to my Cursor workspace completely changed the quality of code my AI generates. Saves me hours every week."
Level up further
Developers who downloaded clarity-gate also use these elite AI personas.
3d-web-experience
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing depth to web experiences. Use when: 3D website, three.js, WebGL, react three fiber, 3D experience.
ab-test-setup
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
accessibility-compliance-accessibility-audit
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.