Adversarial Debate (Truth-Seeking Variant)
SkillDev tools'Strategy: Dialectic engine retuned for truth-seeking, not survival.
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 Adversarial Debate (Truth-Seeking Variant) skill
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/adversarial-debate-truthseeking/SKILL.md and read by ahel’s review.
A retuning of classic critic-defender-judge debate. The classic version asks "which side argued better?" and outputs a survival/resilience verdict — a persuasiveness metric. That is wrong for research: a claim can win a debate by being slippery (un-pin-down-able) while being scientifically empty. This variant changes the roles and the judge's job so the debate produces a falsifiability classification, not a winner.
What changed from the original (multiagent-debate)
| Element | Original (publication) | This variant (truth-seeking) |
|---|---|---|
| Defender's job | Make the claim look strong / survive | State the claim in its MOST falsifiable form — maximize what it forbids |
| Critic's job | Find weaknesses to score against | Find one concrete observation/computation that would refute it |
| Judge's verdict | Winner + resilience score | Bucket: BROKEN / CORROBORATED / UNFALSIFIABLE |
| Success | Artifact survives | We learn whether the claim is even testable, and if so whether it holds |
| Slippery claim | Wins (un-attackable) | Flagged UNFALSIFIABLE (worst outcome) |
Roles
Defender (steelman-to-falsifiable)
The defender does NOT defend the claim as comfortable or vague. The defender's sole job is to restate the claim in the sharpest, most-forbidding form that is still faithful to what we actually meant. A claim of the form "the unification is elegant" is not a defendable form — it forbids nothing. "Under intervention X the law collapses to form A and NOT form B" is — it stakes out something an observation could contradict. If the defender cannot produce a forbidding form, that itself is the verdict (UNFALSIFIABLE) — the defender must report this honestly rather than retreat to vagueness.
Critic (refuter)
The critic does NOT accumulate debating points. The critic tries to produce ONE of: (a) a counterexample (a case the claim forbids but that occurs / could occur), (b) a derivation error (the claim does not follow from its stated premises), (c) a demonstration that the claim's "forbidden" set is empty (it forbids nothing → UNFALSIFIABLE). The critic must commit to a specific refuter before arguing, to prevent goalpost-shifting.
Judge (classifier, not picker)
The judge reads the exchange and assigns a bucket. The judge explicitly does NOT decide who argued better. The judge asks three questions in order:
- Did the defender produce a falsifiable form? If NO → UNFALSIFIABLE.
- Did the critic produce a valid refuter against that form? If YES → BROKEN (record the refutation).
- If the form was falsifiable and survived a severe critic attack (one that would likely have succeeded if the claim were false) → CORROBORATED (record what was forbidden-and-held). A survival against a weak/lazy attack is NOT corroboration — the judge sends it back for a more severe round.
Execution (per claim)
- debate-architect (import) — set rounds (budget), pick the single claim, brief the three roles on the truth-seeking variant explicitly.
- Defender turn — produce the most-falsifiable form. Record it verbatim.
- Critic turn — commit to a refuter type, then attack.
- Cross-examination (import cross-examination SOP) — judge probes the critic's refuter for validity and the defender's form for hidden escape hatches (the moves a slippery claim uses to dodge: redefining terms mid-debate, retreating to a weaker claim, "it's just a model").
- Severity check — judge asks: if the claim were false, would this attack have caught it? If not, escalate (more severe critic) before any CORROBORATED verdict.
- Bucketing — assign and record.
Severity rubric (Mayo)
A test/attack is severe to the degree that the claim would probably have FAILED it if the claim were false. Cheap severity wins: prefer the attack that, had the claim been wrong, would most obviously have broken it. A claim that passes only weak tests stays at "untested," never "corroborated."
Anti-patterns the judge must catch
- Definitional retreat — defender redefines a term to escape the counterexample. → counts as BROKEN of the original claim; the redefined claim is a NEW claim needing its own debate.
- Persuasiveness creep — either side scoring rhetorical points. → judge ignores; only refuters and forbidding-content count.
- Model-shield — "it's only a model, of course it's idealized" used to deflect a refuter that targets a load-bearing idealization. → does not save the claim; the idealization is the claim under test.
Output
DebateBucketing: per claim → {most-falsifiable form produced (or "none — UNFALSIFIABLE") | critic's committed refuter | cross-exam findings | severity of attack | bucket | recorded refutation-or-forbidden-content}.
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| cross-examination | Probes defender responses for inconsistencies, logical gaps, and unsupported claims. Acts as follow-up interrogation after initial defense. |
| debate-architect | Designs debate structure based on artifact type — selects attack vectors, assigns perspectives, determines escalation ladder, and configures round parameters. |
Signals
- GitHub stars
- 469
- Forks
- 37
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
adversarial-debate-truthseeking- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine