Claim Extraction
SkillDev toolsStrategy for extracting claims from source material — identify propositions,
Available today. Use it from your connected AI after setup.
No other account needed.
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
| Metric | Small | Medium | Large |
|---|---|---|---|
| Sources processed | 5 | 12 | 25 |
| Claims extracted | 10 | 25 | 50 |
| Compound claims decomposed | 3 | 8 | 15 |
State Ledger
| Metric | Target | Current | % |
|---|---|---|---|
| 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.
| 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. |
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