Argument Synthesis

SkillDev tools

Strategy for synthesizing argument positions — aggregate evidence, resolve

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 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

MetricSmallMediumLarge
Claims synthesized102550
Contradictions resolved2612
Synthesis reports135

State Ledger

MetricTargetCurrent%
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.

TacticWhen to use
knowledge-structuring-claim-decompositionTactic for decomposing compound claims into atomic propositions — identify logical structure, separate conjunctions, extract implicit assumptions.
strength-assessmentTactic 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.

SOPWhen to use
argument-visualizationSOP for generating argument structure visualization — query graph for argument chains, format as mermaid diagram or indented tree, write to vault.
synthesis-reportSOP 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