⚙️ Claim Matrix Rewriter
This skill rewrites the claim-evidence matrix as a data-driven index using evidence packs, ensuring no prose and citation-backed claims.
npx playbooks add skill willoscar/research-units-pipeline-skills --skill claim-matrix-rewriter
About Claim Matrix Rewriter
The Claim Matrix Rewriter is an automation tool that transforms the claim-evidence matrix into a data-driven index utilizing evidence packs, resulting in claims that are backed by citations and free of prose. This skill enables the creation of a concise and evidence-based index, making it useful for developers who need to organize and validate claims with supporting data. A developer would use the Claim Matrix Rewriter when they want to ensure that their claims are substantiated with credible evidence and presented in a clear, data-driven format.
Its 19-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 (19 words)
This skill rewrites the claim-evidence matrix as a data-driven index using evidence packs, ensuring no prose and citation-backed claims.
Frequently Asked Questions
What is Claim Matrix Rewriter?
Claim Matrix Rewriter is a free automation & integrations skill for AI coding agents. This skill rewrites the claim-evidence matrix as a data-driven index using evidence packs, ensuring no prose and citation-backed claims.. It provides a specialized system prompt that configures your agent with automation & integrations expertise.
How do I use Claim Matrix Rewriter with Claude Code?
Run npx playbooks add skill willoscar/research-units-pipeline-skills --skill claim-matrix-rewriter in your terminal to install Claim Matrix Rewriter into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Claim Matrix Rewriter?
Claim Matrix Rewriter is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Claim Matrix Rewriter free to use?
Yes, Claim Matrix Rewriter is completely free and open source. The full source is available on GitHub at https://github.com/willoscar/research-units-pipeline-skills/tree/main/.codex/skills/claim-matrix-rewriter. You only need a subscription to the AI agent you use it with.
