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Atomic Unit Matching

ASecurity

Judge, per atomic content unit, whether a target text (summary, abstract, or other candidate text) contains it — binary present/absent (ACU) or ternary support/partial_support/not_support (Nugget), per caller's value domain. Use this after atomic-unit-writing has produced the reference units, as the matching step before recall aggregation.

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  • Added September 5, 2026
researchgo

Works with

  • mcp

Security analysis

A100/100

Pro scans all 2 files and shows the line behind each finding

Scanned September 22, 2026

npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill atomic-unit-matching --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: atomic-unit-matching
description: Judge, per atomic content unit, whether a target text (summary, abstract, or other candidate text) contains it — binary present/absent (ACU) or ternary support/partial_support/not_support (Nugget), per caller's value domain. Use this after atomic-unit-writing has produced the reference units, as the matching step before recall aggregation.
version: 1.0.0
category: paper-reading
type: sop
execution: subagent
prompt: ./prompt.md
input: 'atomic_units (list of {text, importance}), target_text (string), judgment_value_domain (string: "binary" | "ternary")'
output: 'match_results (list of {unit_text, judgment})'
dependencies:
  sops:
  - spawn-agent
metadata:
  internal: true
---

# Atomic Unit Matching

Per-unit coverage judgment against a target text — binary (ACU) or ternary (Nugget) value domain. Middle step of the atomic-unit 3-chain.

## Execution

Subagent — spawned via spawn-agent skill.

<!-- BEGIN available-tables (generated) -->

## Available SOPs

| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. |

<!-- END available-tables (generated) -->

Files in this skill

  • SKILL.md1.1 KB
  • prompt.md1.1 KB

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