📝 Clarity Gate
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
npx playbooks add skill frmoretto/clarity-gate --skill clarity-gate
About Clarity Gate
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
At 28 words, this compact prompt gives your agent specialized documentation expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Writing API references and README files
- Generating inline code comments and docstrings
- Creating architecture decision records (ADRs)
- Keeping docs in sync with code changes
Example Prompts
System Prompt (28 words)
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
Frequently Asked Questions
What is Clarity Gate?
Clarity Gate is a free documentation skill for AI coding agents. Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.. It provides a specialized system prompt that configures your agent with documentation expertise.
How do I use Clarity Gate with Claude Code?
Run npx playbooks add skill frmoretto/clarity-gate --skill clarity-gate in your terminal to install Clarity Gate into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Clarity Gate?
Clarity Gate is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Clarity Gate free to use?
Yes, Clarity Gate is completely free and open source. The full source is available on GitHub at https://github.com/frmoretto/clarity-gate/tree/main/skills/clarity-gate. You only need a subscription to the AI agent you use it with.
