Argument Synthesis
SkillDev toolsStrategy for synthesizing argument positions — aggregate evidence, resolve
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 Argument Synthesis skill
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/argument-synthesis/SKILL.md and read by ahel’s review.
Synthesize coherent positions from the argument graph. Aggregates evidence across claims, resolves contradictions where possible, and produces synthesis reports that identify which claims survive scrutiny and which are undermined.
Budget Slice
| Metric | Small | Medium | Large |
|---|---|---|---|
| Claims synthesized | 10 | 25 | 50 |
| Contradictions resolved | 2 | 6 | 12 |
| Synthesis reports | 1 | 3 | 5 |
State Ledger
| Metric | Target | Current | % |
|---|---|---|---|
| Claims synthesized | — | — | — |
| Contradictions resolved | — | — | — |
| Synthesis reports | — | — | — |
Budget Gate
Cannot exit until 80% of budget targets met.
Adversarial Completeness Probe
After budget gate passes, self-check:
- Does the synthesis address all major contradictions?
- Are surviving claims genuinely supported or just uncontested?
- Does the report acknowledge remaining uncertainty?
Max 2 extra iterations if gaps found.
Tactics Available
- claim-decomposition — decompose complex positions for analysis
- strength-assessment — final strength evaluation for synthesis
SOPs Available
- argument-visualization — generate argument structure visualization
- synthesis-report — produce the final synthesis document
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. |
| strength-assessment | Tactic for assessing argument strength — evaluate evidence quality, count independent sources, check for defeaters, assign calibrated confidence scores. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| argument-visualization | SOP for generating argument structure visualization — query graph for argument chains, format as mermaid diagram or indented tree, write to vault. |
| synthesis-report | SOP for producing argument synthesis reports — aggregate evidence, resolve contradictions, identify surviving claims, write structured summary. |
Signals
- GitHub stars
- 469
- Forks
- 37
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
argument-synthesis- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine