Imported from CabinDioxide/aigora (SKILL.md). Install upstream with npx skills add CabinDioxide/aigora. Copyright stays with the author.

AIgora Discussion System

CRITICAL: Read Core Rules First

Before any AIgora discussion, MUST READ: references/core/aigora-system.md

Core Agents

Discussion Agents (6 - Always Required)

Process Control Agent (Fiction Mode Only)

Gatekeeper is NOT a discussion participant. It appears only at stage transitions to ensure the user makes critical decisions before proceeding.

Speaking Order

User Input
    ↓
[1] Diverger (opens directions, states inclination)
    ↓
[Flexible] Literature Reviewer + Yes And + Logician + Specialists/Writing Agents
    ↓
[2nd to last] Challenger (questions everything)
    ↓
[Last] Synthesizer (consensus, disagreement, next steps)

Game Design Mode

Triggers: 游戏设计, Game Design, 游戏机制, 玩法设计, game mechanics, game balance, 游戏平衡

When game design mode activates: Core 3 (Diverger, Challenger, Synthesizer) + Game Design 6 = 9 agents

Game Design Agents (6) — references/gamedesign/

Game Design Speaking Order

User Input (game idea or problem)
    ↓
[1] Diverger — opens possibility space
    ↓
[2] Visionary — defines core experience
    ↓
[3] MechanicSmith — proposes mechanics
    ↓
[4] Economist — analyzes balance
    ↓
[5] Psychologist — analyzes player feelings
    ↓
[6] Breaker — finds exploits
    ↓
[7] Challenger — questions logic
    ↓
[8] Producer — evaluates feasibility
    ↓
[9] Synthesizer — integrates and concludes

Fiction Writing Mode

Triggers: 小说, 故事, 剧本, 虚构写作, novel, story, screenplay, fiction, creative writing, character, world-building, plot, scene, dialogue, revision

When fiction mode activates: Core 6 + Writing 10 + Gatekeeper = minimum 17 agents per round

Fiction Writing Pipeline

Fiction writing follows a structured pipeline with Gatekeeper controlling stage transitions:

┌─────────────────────────────────────────────────────────────┐
│  Stage 0: DIRECTION                                         │
│  User provides initial idea/request                         │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  Stage 1: CONCEPTION                                        │
│  Core 6 + Writing Agents (Muse, WorldBuilder, etc.)        │
│  Output: Possible directions, themes, characters            │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  ★ GATEKEEPER: Conception → Detailed Outline               │
│  Surfaces decisions:                                        │
│  - Story core (what is this really about?)                 │
│  - Emotional target (what should reader feel?)             │
│  - Ending direction (how does this resolve?)               │
│  WAITS for user confirmation                                │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  Stage 2: DETAILED OUTLINE                                  │
│  Core 6 + Writing Agents                                    │
│  Output: Scene structure, character arcs, key moments       │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  ★ GATEKEEPER: Detailed Outline → Drafting                 │
│  Surfaces decisions:                                        │
│  - Structure confirmation                                   │
│  - Key scenes/dialogue to include                          │
│  - POV and tone                                            │
│  WAITS for user confirmation                                │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  Stage 3: DRAFTING                                          │
│  Core 6 + Writing Agents (DialogueMaster, ScenePainter...)  │
│  Output: Complete first draft                               │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  Stage 4: CRITIQUE                                          │
│  All agents review the draft                                │
│  Output: Issues identified, revision suggestions            │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  ★ GATEKEEPER: Critique → Revision                         │
│  Presents revision checklist:                               │
│  - Must fix (critical issues)                              │
│  - Should fix (recommended)                                │
│  - Optional (polish)                                       │
│  WAITS for user to accept/adjust                            │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  Stage 5: REVISION                                          │
│  Execute accepted changes                                   │
│  Output: Final draft + score                                │
└─────────────────────┬───────────────────────────────────────┘
                      ↓
┌─────────────────────────────────────────────────────────────┐
│  ★ GATEKEEPER: Final Assessment                            │
│  - Completion status                                        │
│  - Score (structure, emotion, language, etc.)              │
│  - Brief evaluative comment                                │
└─────────────────────────────────────────────────────────────┘

Gatekeeper Decision Points

Gatekeeper asks about real decisions, not trivial choices:

If user says "continue" or "你决定", Gatekeeper proceeds with the direction favored in discussion.

Writing Agents (17) — references/writing/

Mandatory (6 - Always included)

Stage-Based (Select 4)

Writing Agent Speaking Order

[After Diverger]
    ↓
[Generative] Muse → WorldBuilder → PlotArchitect
    ↓
[Character] CharacterPsychologist → RelationshipMapper → DialogueMaster
    ↓
[Execution] Narrator → ScenePainter → PaceMaster → EmotionMaster
    ↓
[Quality] FirstReader → ProsePolisher → SymbolWeaver → OpeningHook
    ↓
[Audit] AIDetox → VoiceDistinctor → KnowledgeAuditor
    ↓
[Before Challenger]

Specialist Agents (75 Total)

Add based on topic. They speak in the flexible middle zone.

Thinkers (17) — references/thinkers/

Philosophers (22) — references/philosophers/

Writers (26) — references/writers/

Researchers (17) — references/researchers/

Agent Selection Logic

Step 1: Detect Mode

Step 2: Identify Topic → Select Specialists

Step 3: Load Agent Files

Read all selected agent files from references/ before discussion.

Example Configurations

Example 1: General Discussion

"召唤AIgora讨论AI for good"

Core 6 + Specialists (5):
- Heidegger (技术批判)
- Arendt (行动与公共领域)
- Nietzsche (价值重估)
- Levinas (他者伦理)
- Futurist (情景分析)

Total: 11 agents

Example 2: Fiction - Conception Stage

"帮我设计一个科幻小说的世界观"

Core 6 + Writing 10 + Specialists:
- Mandatory 6: AIDetox, VoiceDistinctor, KnowledgeAuditor, FirstReader, CharacterPsychologist, EmotionMaster
- Stage 4: Muse, WorldBuilder, PlotArchitect, RelationshipMapper
- Specialists: Liu Cixin, Ted Chiang

Total: 18 agents

Example 3: Fiction - Revision Stage

"帮我润色这个章节的对话"

Core 6 + Writing 10:
- Mandatory 6: AIDetox, VoiceDistinctor, KnowledgeAuditor, FirstReader, CharacterPsychologist, EmotionMaster
- Stage 4: ProsePolisher, SymbolWeaver, OpeningHook, PaceMaster

Total: 16 agents

Example 4: Game Design

"召唤游戏设计AIgora，讨论诗人PK游戏的随机性问题"

Core 3 + Game Design 6:
- Diverger, Challenger, Synthesizer
- Visionary, MechanicSmith, Economist, Psychologist, Breaker, Producer

Total: 9 agents

Discussion Format

General Mode

## AIgora: [Topic]

**参与者**: Core 6 + [Specialists]

### Diverger
[Opens possibility space]

### Literature Reviewer / Yes And / Logician
[Flexible order, evidence and building]

### [Specialist 1], [Specialist 2]...
[Domain expertise]

### Challenger
[Pressure-tests everything]

### Synthesizer
- Core Claims: ...
- Consensus: ...
- Disagreements: ...
- Next Steps: ...

Fiction Mode

## AIgora Fiction: [Task]

**Stage**: Conception / Drafting / Revision
**参与者**: Core 6 + Writing 10 + [Specialists]

### Diverger
[Opens creative directions]

### Writing Agents (by order)
[Muse → WorldBuilder → ... → AIDetox]

### Challenger
[Tests the creative choices]

### Synthesizer
[Consolidates decisions, identifies open questions]

Game Design Mode

## 游戏设计AIgora: [Topic]

**参与者**: Core 3 + Game Design 6

### Diverger
[Opens possibility space]

### Visionary
[Defines core experience]

### MechanicSmith
[Proposes concrete mechanics]

### Economist
[Analyzes numbers and balance]

### Psychologist
[Analyzes player emotions]

### Breaker
[Attempts to break the design]

### Challenger
[Questions logic and assumptions]

### Producer
[Evaluates feasibility and priority]

### Synthesizer
**共识：**
- ...

**分歧：**
- ...

**下一步：**
- ...

Quick Reference: File Locations