docs: sync agent-model-matching guide with actual fallback chains
- Metis: add missing GPT-5.4 high as 2nd fallback - Hephaestus: add GPT-5.4 (Copilot) fallback, was incorrectly listed as Codex-only - Oracle: add opencode-go/glm-5 as last fallback - Momus: add opencode-go/glm-5 fallback, note xhigh variant - Atlas: add GPT-5.4 medium as 3rd fallback - Sisyphus: add Kimi K2.5 (moonshot providers) in chain - Sisyphus-Junior: add missing agent to Utility Runners section - GPT Family table: merge duplicate GPT-5.4 rows - Categories: add missing opencode-go intermediate fallbacks for visual-engineering, ultrabrain, quick, unspecified-low/high, writing
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@@ -64,8 +64,8 @@ These agents have Claude-optimized prompts — long, detailed, mechanics-driven.
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| Agent | Role | Fallback Chain | Notes |
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| ------------ | ----------------- | -------------------------------------- | ------------------------------------------------------------------------------------------------- |
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| **Sisyphus** | Main orchestrator | Claude Opus → opencode-go/kimi-k2.5 → K2P5 → GPT-5.4 → GLM-5 → Big Pickle | Claude-family first. GPT-5.4 has dedicated prompt support. Kimi/GLM as intermediate fallbacks. |
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| **Metis** | Plan gap analyzer | Claude Opus → opencode-go/glm-5 → K2P5 | Claude preferred. Uses opencode-go for reliable GLM-5 access. |
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| **Sisyphus** | Main orchestrator | Claude Opus → opencode-go/kimi-k2.5 → K2P5 → Kimi K2.5 → GPT-5.4 → GLM-5 → Big Pickle | Claude-family first. GPT-5.4 has dedicated prompt support. Kimi available through multiple providers. |
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| **Metis** | Plan gap analyzer | Claude Opus → GPT-5.4 → opencode-go/glm-5 → K2P5 | Claude preferred. GPT-5.4 as secondary before GLM-5 fallback. |
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### Dual-Prompt Agents → Claude preferred, GPT supported
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@@ -74,7 +74,7 @@ These agents ship separate prompts for Claude and GPT families. They auto-detect
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| Agent | Role | Fallback Chain | Notes |
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| -------------- | ----------------- | -------------------------------------- | -------------------------------------------------------------------- |
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| **Prometheus** | Strategic planner | Claude Opus → GPT-5.4 → opencode-go/glm-5 → Gemini 3.1 Pro | Interview-mode planning. GPT prompt is compact and principle-driven. |
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| **Atlas** | Todo orchestrator | Claude Sonnet → opencode-go/kimi-k2.5 | Claude first, opencode-go as the current fallback path. |
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| **Atlas** | Todo orchestrator | Claude Sonnet → opencode-go/kimi-k2.5 → GPT-5.4 | Claude first, opencode-go as intermediate, GPT-5.4 as last resort. |
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### Deep Specialists → GPT
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@@ -82,9 +82,9 @@ These agents are built for GPT's principle-driven style. Their prompts assume au
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| Agent | Role | Fallback Chain | Notes |
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| -------------- | ----------------------- | -------------------------------------- | ------------------------------------------------ |
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| **Hephaestus** | Autonomous deep worker | GPT-5.3 Codex only | No fallback. Requires GPT access. The craftsman. |
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| **Oracle** | Architecture consultant | GPT-5.4 → Gemini 3.1 Pro → Claude Opus | Read-only high-IQ consultation. |
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| **Momus** | Ruthless reviewer | GPT-5.4 → Claude Opus → Gemini 3.1 Pro | Verification and plan review. |
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| **Hephaestus** | Autonomous deep worker | GPT-5.3 Codex → GPT-5.4 (Copilot) | Requires GPT access. GPT-5.4 via Copilot as fallback. The craftsman. |
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| **Oracle** | Architecture consultant | GPT-5.4 → Gemini 3.1 Pro → Claude Opus → opencode-go/glm-5 | Read-only high-IQ consultation. |
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| **Momus** | Ruthless reviewer | GPT-5.4 → Claude Opus → Gemini 3.1 Pro → opencode-go/glm-5 | Verification and plan review. GPT-5.4 uses xhigh variant. |
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### Utility Runners → Speed over Intelligence
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@@ -95,6 +95,7 @@ These agents do grep, search, and retrieval. They intentionally use the fastest,
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| **Explore** | Fast codebase grep | Grok Code Fast → opencode-go/minimax-m2.5 → MiniMax Free → Haiku → GPT-5-Nano | Speed is everything. Fire 10 in parallel. |
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| **Librarian** | Docs/code search | opencode-go/minimax-m2.5 → MiniMax Free → Haiku → GPT-5-Nano | Doc retrieval doesn't need deep reasoning. |
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| **Multimodal Looker** | Vision/screenshots | GPT-5.4 → opencode-go/kimi-k2.5 → GLM-4.6v → GPT-5-Nano | Uses the first available multimodal-capable fallback. |
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| **Sisyphus-Junior** | Category executor | Claude Sonnet → opencode-go/kimi-k2.5 → GPT-5.4 → Big Pickle | Handles delegated category tasks. Sonnet-tier default. |
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---
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@@ -119,8 +120,7 @@ Principle-driven, explicit reasoning, deep technical capability. Best for agents
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| Model | Strengths |
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| ----------------- | ----------------------------------------------------------------------------------------------- |
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| **GPT-5.3 Codex** | Deep coding powerhouse. Autonomous exploration. Required for Hephaestus. |
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| **GPT-5.4** | High intelligence, strategic reasoning. Default for Oracle. |
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| **GPT-5.4** | Strong principle-driven reasoning. Default for Momus and a key fallback for Prometheus / Atlas. |
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| **GPT-5.4** | High intelligence, strategic reasoning. Default for Oracle, Momus, and a key fallback for Prometheus / Atlas. Uses xhigh variant for Momus. |
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| **GPT-5-Nano** | Ultra-cheap, fast. Good for simple utility tasks. |
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### Other Models
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@@ -166,14 +166,14 @@ When agents delegate work, they don't pick a model name — they pick a **catego
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| Category | When Used | Fallback Chain |
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| -------------------- | -------------------------- | -------------------------------------------- |
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| `visual-engineering` | Frontend, UI, CSS, design | Gemini 3.1 Pro → GLM 5 → Claude Opus |
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| `ultrabrain` | Maximum reasoning needed | GPT-5.4 → Gemini 3.1 Pro → Claude Opus |
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| `visual-engineering` | Frontend, UI, CSS, design | Gemini 3.1 Pro → GLM 5 → Claude Opus → opencode-go/glm-5 → K2P5 |
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| `ultrabrain` | Maximum reasoning needed | GPT-5.4 → Gemini 3.1 Pro → Claude Opus → opencode-go/glm-5 |
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| `deep` | Deep coding, complex logic | GPT-5.3 Codex → Claude Opus → Gemini 3.1 Pro |
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| `artistry` | Creative, novel approaches | Gemini 3.1 Pro → Claude Opus → GPT-5.4 |
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| `quick` | Simple, fast tasks | Claude Haiku → Gemini Flash → GPT-5-Nano |
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| `unspecified-high` | General complex work | Claude Opus → GPT-5.4 (high) → GLM 5 → K2P5 |
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| `unspecified-low` | General standard work | Claude Sonnet → GPT-5.3 Codex → Gemini Flash |
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| `writing` | Text, docs, prose | Gemini Flash → Claude Sonnet |
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| `quick` | Simple, fast tasks | Claude Haiku → Gemini Flash → opencode-go/minimax-m2.5 → GPT-5-Nano |
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| `unspecified-high` | General complex work | Claude Opus → GPT-5.4 → GLM 5 → K2P5 → opencode-go/glm-5 → Kimi K2.5 |
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| `unspecified-low` | General standard work | Claude Sonnet → GPT-5.3 Codex → opencode-go/kimi-k2.5 → Gemini Flash |
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| `writing` | Text, docs, prose | Gemini Flash → opencode-go/kimi-k2.5 → Claude Sonnet |
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See the [Orchestration System Guide](./orchestration.md) for how agents dispatch tasks to categories.
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