Claim Extraction

SkillDev tools

Strategy for extracting claims from source material — identify propositions,

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Claim Extraction skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/claim-extraction/SKILL.md and read by ahel’s review.

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

MetricSmallMediumLarge
Sources processed51225
Claims extracted102550
Compound claims decomposed3815

State Ledger

MetricTargetCurrent%
Sources processed
Claims extracted
Compound claims decomposed

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

Available Tactics

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

TacticWhen to use
knowledge-structuring-claim-decompositionTactic 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.

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

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
claim-extraction
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine