Codex Brainstorm Skill
SkillAI & modelsAdversarial brainstorming via Claude+Codex debate. Use when: exploring solutions, feasibility analysis, exhaustive enumeration. Not for: implementation (use feature-dev), architecture only (use codex-architect). Output: Nash equilibrium consensus + action items.
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 Codex Brainstorm Skill skill
What this skill tells your AI
The instructions your AI receives, as published by sd0xdev/sd0x-harness in skills/codex-brainstorm/SKILL.md and read by ahel’s review.
Trigger
- Keywords: brainstorm, exhaust possibilities, explore solutions, deep discussion, feasibility analysis, solution exploration, Nash equilibrium
When NOT to Use
- Simple technical Q&A (answer directly)
- Already have a clear solution (implement directly)
- Only need code review (use
/codex-review)
Core Principle
⚠️ Independent Research → Adversarial Debate → Nash Equilibrium ⚠️
Nash Equilibrium = Neither party can unilaterally change strategy to achieve a better outcome
Workflow
| Phase | Action | Output |
|---|---|---|
| 1 | Claude independent research + analysis, forms Position A | Claude's optimal hypothesis |
| 2 | Codex independent research + analysis, forms Position B | Codex's optimal hypothesis |
| 3 | Multi-round adversarial debate, mutual attacks | Debate exchange record |
| 4 | Check equilibrium, no further improvements possible | Equilibrium or divergence |
| 5 | Output final report | Nash Equilibrium report |
Phase 2: Codex Independent Research (Critical)
⚠️ Must let Codex research independently; do NOT feed Claude's analysis results ⚠️
Dispatch this body per @skills/codex-code-review/references/codex-transport.md § Start — a fresh thread for Phase 2. The transport pins the
sandbox and the approval policy, so nothing is chosen here. Save the returned threadId; the
Phase 3 debate rounds continue that same thread per its § Resume (references/techniques.md).
Bind every placeholder before writing prompt.md — nothing evaluates an expression in a body-only
template.
You are a senior architect. Conduct an independent analysis of the following topic.
Topic
${TOPIC}
Constraints
${CONSTRAINTS}
⚠️ Important: You must research independently ⚠️
Before forming conclusions, you must first:
- Discover the directory structure:
lsat the repository root, then list the directories it actually shows — do not assume asrc/ortest/unit/layout; many repositories, this one included, have neither - Search related code:
grep -rn "keyword" . -l | head -10— rooted at the repository, or at a directory the discovery step above actually surfaced; never at an assumedsrc/ - Read relevant files to confirm existing implementations
Output Requirements
- Research summary (related modules, existing patterns)
- Your position + supporting arguments
- Potential risks
Phase 3: Adversarial Debate
Structure per round:
- Claude attacks flaws in Codex's proposal
- Codex rebuts or updates position
- Equilibrium check: Can either side raise new attacks?
Termination Conditions
| Condition | Description | Result |
|---|---|---|
| Nash Equilibrium | Neither side can raise new attacks | Output equilibrium |
| Convergence | Both positions converge | Output consensus |
| Max rounds | 5 rounds reached with remaining divergence | Output divergence report |
Verification
- Claude formed an independent position (not following Codex)
- Codex performed code research (not speculating)
- At least 3 rounds of adversarial debate
- Each round has clear attack/defense records
- Final report indicates equilibrium status
References
| File | Purpose |
|---|---|
references/templates.md | Claude/debate/report templates |
references/techniques.md | Attack/defense techniques |
references/equilibrium.md | Equilibrium determination flow |
Example
Input: What implementation approaches are available for this requirement?
Phase 1: Claude independent research → Position A (Solution X is optimal)
Phase 2: Codex independent research → Position B (Solution Y is optimal)
Phase 3: Adversarial debate
- R1: Claude attacks Y's scalability / Codex attacks X's complexity
- R2: Claude rebuts / Codex concedes and updates position
- R3: Both converge to Solution Z, no further attacks → Equilibrium
Phase 4: Output Nash Equilibrium = Solution Z
Signals
- GitHub stars
- 188
- Forks
- 24
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
codex-brainstorm- Source
- github.com/sd0xdev/sd0x-harness