docs: align GPT-5.5 model references
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ilseob lee
@@ -21,7 +21,7 @@ Sisyphus is the developer who knows everyone, goes everywhere, and gets things d
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- Understanding nuanced delegation and orchestration patterns
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- Producing well-structured, communicative output
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Using Sisyphus with older GPT models would be like taking your best project manager — the one who coordinates everyone, runs standups, and keeps the whole team aligned — and sticking them in a room alone to debug a race condition. Wrong fit. GPT-5.4 now has a dedicated Sisyphus prompt path, but GPT is still not the default recommendation for the orchestrator.
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Using Sisyphus with older GPT models would be like taking your best project manager — the one who coordinates everyone, runs standups, and keeps the whole team aligned — and sticking them in a room alone to debug a race condition. Wrong fit. GPT-5.4 and GPT-5.5 now have dedicated Sisyphus prompt paths, but GPT is still not the default recommendation for the orchestrator.
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### Hephaestus: The Deep Specialist
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@@ -204,8 +204,8 @@ These agents have Claude-optimized prompts — long, detailed, mechanics-driven.
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| Agent | Role | Fallback Chain |
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|---|---|---|
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| **Sisyphus** | Main orchestrator | `anthropic\|github-copilot\|opencode\|vercel/claude-opus-4-7` (max) → `opencode-go\|vercel/kimi-k2.5` → `kimi-for-coding/k2p5` → `opencode\|moonshotai\|moonshotai-cn\|firmware\|ollama-cloud\|aihubmix\|vercel/kimi-k2.5` → `openai\|github-copilot\|opencode\|vercel/gpt-5.4` (medium) → `zai-coding-plan\|opencode\|vercel/glm-5` → `opencode/big-pickle` |
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| **Metis** | Plan gap analyzer | `anthropic\|github-copilot\|opencode\|vercel/claude-opus-4-7` (max) → `openai\|github-copilot\|opencode\|vercel/gpt-5.4` (high) → `opencode-go\|vercel/glm-5` → `kimi-for-coding/k2p5` |
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| **Sisyphus** | Main orchestrator | `anthropic\|github-copilot\|opencode\|vercel/claude-opus-4-7` (max) → `opencode-go\|vercel/kimi-k2.5` → `kimi-for-coding/k2p5` → `opencode\|moonshotai\|moonshotai-cn\|firmware\|ollama-cloud\|aihubmix\|vercel/kimi-k2.5` → `openai\|github-copilot\|opencode\|vercel/gpt-5.5` (medium) → `zai-coding-plan\|opencode\|vercel/glm-5` → `opencode/big-pickle` |
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| **Metis** | Plan gap analyzer | `anthropic\|github-copilot\|opencode\|vercel/claude-opus-4-7` (max) → `openai\|github-copilot\|opencode\|vercel/gpt-5.5` (high) → `opencode-go\|vercel/glm-5` → `kimi-for-coding/k2p5` |
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### Dual-Prompt Agents → Claude preferred, GPT supported
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@@ -213,8 +213,8 @@ These agents ship separate prompts for Claude and GPT families. They auto-detect
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| Agent | Role | Fallback Chain |
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|---|---|---|
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| **Prometheus** | Strategic planner | `anthropic\|github-copilot\|opencode\|vercel/claude-opus-4-7` (max) → `openai\|github-copilot\|opencode\|vercel/gpt-5.4` (high) → `opencode-go\|vercel/glm-5` → `google\|github-copilot\|opencode\|vercel/gemini-3.1-pro` |
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| **Atlas** | Todo orchestrator | `anthropic\|github-copilot\|opencode\|vercel/claude-sonnet-4-6` → `opencode-go\|vercel/kimi-k2.5` → `openai\|github-copilot\|opencode\|vercel/gpt-5.4` (medium) → `opencode-go\|vercel/minimax-m2.7` |
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| **Prometheus** | Strategic planner | `anthropic\|github-copilot\|opencode\|vercel/claude-opus-4-7` (max) → `openai\|github-copilot\|opencode\|vercel/gpt-5.5` (high) → `opencode-go\|vercel/glm-5` → `google\|github-copilot\|opencode\|vercel/gemini-3.1-pro` |
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| **Atlas** | Todo orchestrator | `anthropic\|github-copilot\|opencode\|vercel/claude-sonnet-4-6` → `opencode-go\|vercel/kimi-k2.5` → `openai\|github-copilot\|opencode\|vercel/gpt-5.5` (medium) → `opencode-go\|vercel/minimax-m2.7` |
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### Deep Specialists → GPT
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@@ -234,8 +234,72 @@ These agents do grep, search, and retrieval. They intentionally use the fastest,
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| **Explore** | Fast codebase grep | `openai/gpt-5.4-mini-fast` → `opencode-go\|vercel/minimax-m2.7-highspeed` → `opencode-go\|vercel/minimax-m2.7` → `anthropic\|opencode\|vercel/claude-haiku-4-5` → `openai\|opencode\|vercel/gpt-5.4-nano` |
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| **Librarian** | Docs/code search | same as Explore |
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| **Multimodal Looker** | Vision/screenshots | `openai\|opencode\|vercel/gpt-5.4` (medium) → `opencode-go\|vercel/kimi-k2.5` → `zai-coding-plan\|vercel/glm-4.6v` → `openai\|github-copilot\|opencode\|vercel/gpt-5-nano` |
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| **Sisyphus-Junior** | Category executor | `anthropic\|github-copilot\|opencode\|vercel/claude-sonnet-4-6` → `opencode-go\|vercel/kimi-k2.5` → `openai\|github-copilot\|opencode\|vercel/gpt-5.4` (medium) → `opencode-go\|vercel/minimax-m2.7` → `opencode/big-pickle` |
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| **Multimodal Looker** | Vision/screenshots | `openai\|opencode\|vercel/gpt-5.5` (medium) → `opencode-go\|vercel/kimi-k2.5` → `zai-coding-plan\|vercel/glm-4.6v` → `openai\|github-copilot\|opencode\|vercel/gpt-5-nano` |
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| **Sisyphus-Junior** | Category executor | `anthropic\|github-copilot\|opencode\|vercel/claude-sonnet-4-6` → `opencode-go\|vercel/kimi-k2.5` → `openai\|github-copilot\|opencode\|vercel/gpt-5.5` (medium) → `opencode-go\|vercel/minimax-m2.7` → `opencode/big-pickle` |
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---
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## Model Families
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### Claude Family
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Communicative, instruction-following, structured output. Best for agents that need to follow complex multi-step prompts.
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| Model | Strengths |
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| --------------------- | ---------------------------------------------------------------------------- |
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| **Claude Opus 4.7** | Best overall. Highest compliance with complex prompts. Default for Sisyphus. |
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| **Claude Sonnet 4.6** | Faster, cheaper. Good balance for everyday tasks. |
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| **Claude Haiku 4.5** | Fast and cheap. Good for quick tasks and utility work. |
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| **Kimi K2.5** | Behaves very similarly to Claude. Great all-rounder at lower cost. |
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| **GLM 5** | Claude-like behavior. Solid for orchestration tasks. |
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### GPT Family
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Principle-driven, explicit reasoning, deep technical capability. Best for agents that work autonomously on complex problems.
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| Model | Strengths |
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| ----------------- | ----------------------------------------------------------------------------------------------- |
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| **GPT-5.3 Codex** | Deep coding powerhouse. Autonomous exploration. Still available for deep category and explicit overrides. |
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| **GPT-5.5** | 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-5.4 Mini** | Fast + strong reasoning. Good for lightweight autonomous tasks. Default for quick category. |
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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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| Model | Strengths |
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| -------------------- | ------------------------------------------------------------------------------------------------------------ |
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| **Gemini 3.1 Pro** | Excels at visual/frontend tasks. Different reasoning style. Default for `visual-engineering` and `artistry`. |
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| **Gemini 3 Flash** | Fast. Good for doc search and light tasks. |
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| **GPT-5.4 Mini Fast** | Default for Explore and Librarian agents. Blazing-fast reasoning-capable mini model. |
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| **MiniMax M2.7** | Fast and smart. Used in OpenCode Go and OpenCode Zen utility fallback chains. |
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| **MiniMax M2.7 Highspeed** | High-speed OpenCode catalog entry used in utility fallback chains that prefer the fastest available MiniMax path. |
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### OpenCode Go
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A premium subscription tier ($10/month) that provides reliable access to Chinese frontier models through OpenCode's infrastructure.
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**Available Models:**
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| Model | Use Case |
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| ------------------------ | --------------------------------------------------------------------- |
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| **opencode-go/kimi-k2.5** | Vision-capable, Claude-like reasoning. Used by Sisyphus, Atlas, Sisyphus-Junior, Multimodal Looker. |
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| **opencode-go/glm-5** | Text-only orchestration model. Used by Oracle, Prometheus, Metis, Momus. |
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| **opencode-go/minimax-m2.7** | Ultra-cheap, fast responses. Used by Atlas, Sisyphus-Junior, Explore and Librarian fallbacks for utility work. |
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| **opencode-go/minimax-m2.7-highspeed** | Even faster OpenCode Go MiniMax entry used as a secondary fallback for Explore and Librarian when GPT-5.4 Mini Fast is unavailable. |
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**When It Gets Used:**
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OpenCode Go models appear throughout the fallback chains as intermediate options. Depending on the agent, they can sit before GPT, after GPT, or act as the last structured-model fallback before cheaper utility paths.
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**Go-Only Scenarios:**
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Some model identifiers like `k2p5` (paid Kimi K2.5) and `glm-5` may only be available through OpenCode Go subscription in certain regions. When configured with these short identifiers, the system resolves them through the opencode-go provider first.
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### About Free-Tier Fallbacks
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You may see model names like `kimi-k2.5-free`, `minimax-m2.7`, `minimax-m2.7-highspeed`, or `big-pickle` (GLM 4.6) in the source code or logs. These are provider-specific or speed-optimized entries in fallback chains.
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You don't need to configure them. The system includes them so it degrades gracefully when you don't have every paid subscription. If you have the paid version, the paid version is always preferred.
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---
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@@ -246,11 +310,11 @@ When agents delegate work, they don't pick a model name — they pick a **catego
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| Category | Used For | Default Model | Fallback Chain |
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|---|---|---|---|
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| `visual-engineering` | Frontend, UI, CSS, design | `google/gemini-3.1-pro` (high) | Gemini → `zai-coding-plan/glm-5` → `claude-opus-4-7` (max) → `opencode-go/glm-5` → `kimi-for-coding/k2p5` |
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| `artistry` | Creative, novel approaches | `google/gemini-3.1-pro` (high) | Gemini → `claude-opus-4-7` (max) → `gpt-5.4` — requires Gemini family to activate |
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| `ultrabrain` | Maximum reasoning needed | `openai/gpt-5.4` (xhigh) | GPT-5.4 xhigh → `gemini-3.1-pro` (high) → `claude-opus-4-7` (max) → `opencode-go/glm-5` |
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| `artistry` | Creative, novel approaches | `google/gemini-3.1-pro` (high) | Gemini → `claude-opus-4-7` (max) → `gpt-5.5` — requires Gemini family to activate |
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| `ultrabrain` | Maximum reasoning needed | `openai/gpt-5.5` (xhigh) | GPT-5.5 xhigh → `gemini-3.1-pro` (high) → `claude-opus-4-7` (max) → `opencode-go/glm-5` |
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| `deep` | Deep coding, complex logic | `openai/gpt-5.5` (medium) | GPT-5.5 → `claude-opus-4-7` (max) → `gemini-3.1-pro` (high) |
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| `quick` | Simple, fast tasks | `openai/gpt-5.4-mini` | GPT-5.4-mini → `claude-haiku-4-5` → `gemini-3-flash` → `opencode-go/minimax-m2.7` → `opencode/gpt-5-nano` |
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| `unspecified-high` | General complex work | `anthropic/claude-opus-4-7` (max) | Opus → `gpt-5.4` (high) → `zai-coding-plan/glm-5` → `kimi-for-coding/k2p5` → `opencode-go/glm-5` → `opencode/kimi-k2.5` → `moonshotai/kimi-k2.5` |
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| `unspecified-high` | General complex work | `anthropic/claude-opus-4-7` (max) | Opus → `gpt-5.5` (high) → `zai-coding-plan/glm-5` → `kimi-for-coding/k2p5` → `opencode-go/glm-5` → `opencode/kimi-k2.5` → `moonshotai/kimi-k2.5` |
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| `unspecified-low` | General standard work | `anthropic/claude-sonnet-4-6` | Sonnet → `gpt-5.3-codex` (medium) → `opencode-go/kimi-k2.5` → `google/gemini-3-flash` → `opencode-go/minimax-m2.7` |
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| `writing` | Text, docs, prose | `kimi-for-coding/k2p5` | Kimi → `gemini-3-flash` → `opencode-go/kimi-k2.5` → `claude-sonnet-4-6` → `opencode-go/minimax-m2.7` |
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@@ -280,8 +344,8 @@ See the [Orchestration System Guide](./orchestration.md) for how agents dispatch
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// Hephaestus: needs GPT. ChatGPT Plus gets you here.
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"hephaestus": { "model": "openai/gpt-5.5", "variant": "medium" },
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// Oracle: GPT preferred for architecture reasoning
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"oracle": { "model": "openai/gpt-5.4", "variant": "high" },
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// Architecture consultation: GPT or Claude Opus
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"oracle": { "model": "openai/gpt-5.5", "variant": "high" },
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// Prometheus inherits Sisyphus behavior
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"prometheus": { "model": "opencode-go/kimi-k2.6" },
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@@ -297,7 +361,7 @@ See the [Orchestration System Guide](./orchestration.md) for how agents dispatch
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"categories": {
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"visual-engineering": { "model": "opencode-go/qwen3.6-plus" }, // Qwen as Gemini alt
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"deep": { "model": "openai/gpt-5.5", "variant": "medium" },
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"ultrabrain": { "model": "openai/gpt-5.4", "variant": "xhigh" },
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"ultrabrain": { "model": "openai/gpt-5.5", "variant": "xhigh" },
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"quick": { "model": "openai/gpt-5.4-mini" },
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"unspecified-low": { "model": "opencode-go/kimi-k2.5" },
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"unspecified-high": { "model": "opencode-go/kimi-k2.6" },
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@@ -325,7 +389,7 @@ Highest quality, highest cost. No surprises.
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"variant": "max",
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},
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"hephaestus": { "model": "openai/gpt-5.5", "variant": "medium" },
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"oracle": { "model": "openai/gpt-5.4", "variant": "high" },
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"oracle": { "model": "openai/gpt-5.5", "variant": "high" },
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},
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"categories": {
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"visual-engineering": { "model": "google/gemini-3.1-pro", "variant": "high" },
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@@ -368,7 +432,7 @@ If you have OpenRouter and want DeepSeek in the chain when GPT is unavailable:
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{
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"agents": {
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"oracle": {
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"model": "openai/gpt-5.4",
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"model": "openai/gpt-5.5",
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"variant": "high",
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"fallback_models": [
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"anthropic/claude-opus-4-7",
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@@ -389,12 +453,12 @@ If you have OpenRouter and want DeepSeek in the chain when GPT is unavailable:
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**Safe** — same personality type:
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- Sisyphus: Opus → Sonnet, Kimi K2.5/2.6, GLM 5 (all communicative models)
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- Prometheus: Opus → GPT-5.4 (auto-switches to the GPT prompt)
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- Atlas: Claude Sonnet 4.6 → Kimi K2.5, GPT-5.4 (auto-switches to the GPT prompt)
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- Prometheus: Opus → GPT-5.5 (auto-switches to the GPT prompt)
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- Atlas: Claude Sonnet 4.6 → Kimi K2.5, GPT-5.5 (auto-switches to the GPT prompt)
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**Dangerous** — personality mismatch:
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- **Sisyphus → older GPT models**: Still a bad fit. GPT-5.4 is the only dedicated GPT prompt path.
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- **Sisyphus → older GPT models**: Still a bad fit. GPT-5.4 and GPT-5.5 are the only dedicated GPT prompt paths.
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- **Hephaestus → Claude**: Built for Codex's autonomous style. Claude can't replicate this.
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- **Hephaestus → MiniMax**: MiniMax loses coherence on multi-step deep work. **Never do this.**
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- **Oracle → MiniMax**: Same reason. Oracle needs sustained reasoning; MiniMax drifts.
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