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Automation
Skill

/claim-extraction

Strategy for extracting claims from source material — identify propositions,

From plugin
de-anthropocentric-research-engine
393200 skills
Install
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill claim-extraction --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/claim-extraction

Context preview

The summary Claude sees to decide when to auto-load this skill.

Strategy for extracting claims from source material — identify propositions,

SKILL.md

claim-extraction.SKILL.md
name: claim-extraction
description: Strategy for extracting claims from source material — identify propositions,
  decompose compound claims, classify claim types, create claim pages in the vault.
execution: strategy
dependencies:
  tactics:
  - knowledge-structuring-claim-decomposition
  sops:
  - claim-page-creation
  - rebuttal-documentation

Claim Extraction

Identify and extract claims from source material. Decomposes compound statements into atomic propositions, classifies claim types, and creates structured claim pages in the vault.

Budget Slice

| Metric | Small | Medium | Large | |--------|-------|--------|-------| | Sources processed | 5 | 12 | 25 | | Claims extracted | 10 | 25 | 50 | | Compound claims decomposed | 3 | 8 | 15 |

State Ledger

<HARD-GATE> Print before every iteration:

| Metric | Target | Current | % | |--------|--------|---------|---| | Sources processed | — | — | — | | Claims extracted | — | — | — | | Compound claims decomposed | — | — | — | </HARD-GATE>

Budget Gate

Cannot exit until 80% of budget targets met.

Adversarial Completeness Probe

After budget gate passes, self-check:

  • Have all major positions in the debate been captured?
  • Are there implicit claims that sources assume but don't state?
  • Are there claims from minority/dissenting positions?

Max 2 extra iterations if gaps found.

Tactics Available

  • **claim-decomposition** — break compound claims into atomic propositions

SOPs Available

  • **claim-page-creation** — create a claim page in the vault
  • **rebuttal-documentation** — document counter-claims and rebuttals

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

Available Tactics

Optional, no fixed order; the final leaf is always a sop.

| Tactic | When to use | | --- | --- | | knowledge-structuring-claim-decomposition | Tactic for decomposing compound claims into atomic propositions — identify logical structure, separate conjunctions, extract implicit assumptions. |

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

| SOP | When to use | | --- | --- | | claim-page-creation | SOP for creating a claim page in the vault — atomic proposition with type classification, source attribution, and initial confidence. | | rebuttal-documentation | SOP for documenting rebuttals and counter-claims — create rebuttal pages with typed contradiction edges and source attribution. |

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

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The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.

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Repo: yogsoth-ai/de-anthropocentric-research-engine