adversarial-deliberation
SkillDev toolsLets your agent stress-test a claim or decision by running structured attack, defense, and judgment rounds.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the adversarial-deliberation skill
About this skill
Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth, loser-resurrection, and steelman/winner-stress modes are parameters; role execution is runtime-agnostic.
What this skill tells your AI
The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/adversarial-deliberation/SKILL.md and read by ahel’s review.
Purpose
Run structured attack, defense, cross-examination, and adjudication over a claim, candidate, criterion set, or current winner.
Input contract
mode_contracts:
critic-defender-judge: &deliberation_input
required: [target, claim_or_candidate, criteria]
optional: [perspectives, escalation_depth]
constraints: [target_scope_and_criteria_must_be_explicit, evidence_provenance_required]
courtroom: *deliberation_input
winner-stress: *deliberation_input
resurrection-advocacy: *deliberation_input
criteria-interrogation: *deliberation_input
stakeholder-objection: *deliberation_input
counter-thesis: *deliberation_input
Execution protocol
Do not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.
- You MUST load skill
construct-critiqueto construct the strongest attack. You MUST load skillconstruct-defenseto construct the strongest defensible case. - You MUST load skill
surface-assumptionsto expose load-bearing assumptions. You MUST load skillconstruct-perspective-setto construct alternate perspectives. - You MUST load skill
cross-examineto cross-examine each exchange. You MUST load skillassess-sensitivityto perturb load-bearing choices. - You MUST load skill
adjudicate-exchangeto adjudicate against declared criteria. You MUST load skillcalibrate-adversarial-confidenceto update calibrated confidence. If the task shifts from balanced exchange to direct attack-surface probing, considerstructured-red-team. If an exposed assumption requires focused perturbation, considerassumption-stress-test. If the surviving claim needs a decisive falsification program,falsification-first-auditmay be the better next tactic. Deviation: skip defense only when the target is explicitly exploratory; skip sensitivity only when no perturbable input is declared; otherwise retain all steps.
Output contract
mode_contracts:
critic-defender-judge: &full_deliberation_output
produces: [attack_record, defense_record, adjudication, confidence_trace]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
courtroom: *full_deliberation_output
winner-stress:
produces: [attack_record, adjudication, confidence_trace]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
resurrection-advocacy: &defense_deliberation_output
produces: [defense_record, adjudication, confidence_trace]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
criteria-interrogation:
produces: [attack_record, defense_record, adjudication]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
stakeholder-objection: *full_deliberation_output
counter-thesis: *defense_deliberation_output
Thresholds and quality gates
- A-class debate calibration: declared universe = all rounds and claims; numerator = rounds with evidence-linked confidence updates; batch increment = one completed exchange; stopping reason = confidence stabilizes or unresolved disagreement is explicitly reported; source references = evidence IDs and round IDs; direction/threshold reason = escalate when new evidence changes ranking, terminate only when criteria are adjudicated or a non-resolvable uncertainty is recorded.
- Every verdict must cite criteria and preserve dissent.
Failure and counterexamples
Do not treat rhetorical fluency as evidence. Mark unresolved when attack and defense share an untested assumption or criteria are absent.
Provenance map
- resolved: multiagent-debate
- resolved: critic-defender-judge
- resolved: courtroom-structured
- resolved: adversarial-escalation
- resolved: steel-manning
- resolved: resurrection-advocacy
- resolved: winner-stress-testing
- resolved: adversarial-debate-protocol
- resolved: assumption-excavation
- resolved: multi-perspective-attack
- intermediate: Pass5/adversarial-debate
- intermediate: Pass5/steelman-validation
Preserved source criteria ledger
| source | source line | kind | source criterion |
|---|---|---|---|
| v4 architecture | node desc | textual | Structured attack/defense/adjudication; loser-resurrection and steelman/winner-stress are parameters. |
Context checkpoint / Delta notes
Append claim, criteria, attack/defense records, dissent, confidence changes, and unresolved questions.
Mode branches
critic-defender-judge: attack, defense, adjudication.courtroom: add cross-examination and explicit evidentiary ruling.winner-stress: perturb the current winner and record failure triggers.resurrection-advocacy: re-open a rejected candidate with a steelman.criteria-interrogation: challenge the criteria before ranking.stakeholder-objection: add perspective-specific objections.counter-thesis: require a mechanism-distinct opposing thesis.
Signals
- GitHub stars
- 501
- Forks
- 41
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
adversarial-deliberation- Source
- github.com/yogsoth-ai/de-anthropocentric-research-engine