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human-summary

Official

Give clear operator recaps after AI checks.

Content & Communication#quality assurance#markdown#compliance#human-in-the-loop#plain-language#operator recap#bilingual output
AuthorArcanada-one
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It removes friction for human operators by translating technical AI verdicts, compliance results, and archive updates into a short, plain-language recap with exactly the four critical answers: what was done, what worked, what didn’t, and what happens next.

Core Features & Use Cases

  • Operator recap for QA, compliance, and archive steps: Produces a chat-ready markdown summary that sits between the technical block and the next-step menu, so humans can quickly understand outcomes without opening documents.
  • Fixed, validator-friendly structure: Enforces a strict bilingual heading and four mandatory sub-sections (so the recap is consistently scannable).
  • Plain-language guardrails: Applies a Russian-language banlist/whitelist with an escape hatch for verbatim quoted content, and defines a severity ladder for repeated violations.

Quick Start

Ask the AI to run the human-summary skill for the latest /dr-qa or /dr-compliance or /dr-archive output so it returns a 150–400 word operator recap in your language.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: human-summary
Download link: https://github.com/Arcanada-one/datarim/archive/main.zip#human-summary

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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