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A document a new reader can understand

Gather context, refine the document section by section and test it with a fresh reader. Anthropic’s method helps expose assumptions familiar to the authors.

176,380 · GitHubanthropics/skillsEditorial selection · source reviewedAuthor: Anthropic License not specified Revision 41bbe19
USE CASES

When to use it

  1. Prepare an RFC or team proposal

  2. Write a specification with decisions and constraints

  3. Check whether a document works without the discussion history

What you’ll get

A refined document with gaps addressed through reader testing.

For example

Help write an RFC for migrating our job queue. Gather missing context, refine the sections and test whether a new reader can understand the decision and its constraints.
Original, requirements and limits

Original skill: Anthropic. Editorial description: kossolapov.com.

Agent
  • An agent that can read Agent Skills instructions; tool access depends on the host
Tools
  • A text editor and source material
  • A fresh model conversation for reader testing; document connectors are optional
Access
  • Optional authorized document connectors
Possible costs
  • Fresh reader-model calls may consume additional usage
Limits
  • Designed for collaborative long-form work and can require several rounds of questions.
  • No explicit file-level redistribution license was found; the original remains with its author.
  • Reader testing does not replace checking factual claims against sources.
  • Editorial selection based on source inspection, not a comparative performance certification.