refactor(orch): replace Anthropic models with Qwen/DeepSeek
- Remove claude/sonnet/opus/haiku aliases - Add qwen (qwen3-8b), deepseek (v3), r1 (deepseek-r1) - Add Model Selection guidance section - Update GPT aliases to gpt-5.1, flash to preview version 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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@ -15,13 +15,13 @@ Enables agents to query multiple AI models simultaneously and aggregate their pe
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```bash
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# Get consensus on a decision
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orch consensus "Should we use SQLite or PostgreSQL for this use case?" flash gemini claude
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cd ~/proj/orch && uv run orch consensus "Should we use SQLite or PostgreSQL for this use case?" flash gemini claude
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# Devil's advocate
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orch consensus "Should we adopt microservices?" gpt5:for claude:against flash:neutral
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cd ~/proj/orch && uv run orch consensus "Should we adopt microservices?" gpt5:for claude:against flash:neutral
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# Code review with file context
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orch consensus "Is this approach correct?" flash gemini --file src/handler.py --mode critique
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cd ~/proj/orch && uv run orch consensus "Is this approach correct?" flash gemini --file src/handler.py --mode critique
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```
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## Files
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@ -20,6 +20,16 @@ Invoke this skill when:
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- You want to stress-test an approach with opposing viewpoints
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- Complex tradeoffs where different perspectives would help
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## Invocation
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The `orch` CLI must be run from its project directory:
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```bash
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cd ~/proj/orch && uv run orch <command> [args...]
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```
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All examples below use this pattern.
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## Commands
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### orch consensus
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@ -27,18 +37,30 @@ Invoke this skill when:
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Query multiple models for their verdict on a question.
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```bash
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orch consensus "PROMPT" MODEL1 MODEL2 [MODEL3...]
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cd ~/proj/orch && uv run orch consensus "PROMPT" MODEL1 MODEL2 [MODEL3...]
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```
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**Model Aliases** (use these):
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- `flash` → gemini-2.5-flash (fast, cheap)
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- `flash` → gemini-2.5-flash-preview (fast, cheap)
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- `gemini` → gemini-3-pro-preview (strong reasoning)
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- `claude` → claude-sonnet-4.5 (balanced)
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- `haiku` → claude-haiku-4.5 (fast, cheap)
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- `opus` → claude-opus-4.1 (strongest)
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- `gpt` / `gpt5` → gpt-5 (strong reasoning)
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- `qwen` → qwen3-8b (fast, cheap)
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- `deepseek` → deepseek-v3 (balanced)
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- `r1` → deepseek-r1 (strongest reasoning)
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- `gpt` / `gpt5` → gpt-5.1 (strong reasoning)
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- `gpt4` → gpt-4o (legacy)
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## Model Selection
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**Quick sanity check**: Use `flash qwen` for fast, cheap validation. Good for "am I missing something obvious?" checks.
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**Standard consensus**: Use `flash gemini deepseek` for balanced perspectives across providers. Default for most decisions.
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**Deep analysis**: Include `r1` or `gpt` when stakes are high or reasoning is complex. These models think longer but cost more.
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**Diverse viewpoints**: Mix providers (Google + DeepSeek + OpenAI) rather than multiple models from one provider. Different training leads to genuinely different perspectives.
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**Cost-conscious**: `flash` and `qwen` are 10-20x cheaper than premium models. Start cheap, escalate if needed.
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**Options**:
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- `--mode vote` (default) - Models give Support/Oppose/Neutral verdict
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- `--mode brainstorm` - Generate ideas without judgment
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@ -51,14 +73,14 @@ orch consensus "PROMPT" MODEL1 MODEL2 [MODEL3...]
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**Stances** (devil's advocate):
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Append `:for`, `:against`, or `:neutral` to bias a model's perspective:
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```bash
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orch consensus "Should we rewrite in Rust?" gpt5:for claude:against gemini:neutral
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cd ~/proj/orch && uv run orch consensus "Should we rewrite in Rust?" gpt5:for deepseek:against gemini:neutral
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```
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### orch chat
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Single-model conversation (when you don't need consensus):
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```bash
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orch chat "MESSAGE" --model gemini
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cd ~/proj/orch && uv run orch chat "MESSAGE" --model gemini
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```
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## Usage Patterns
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@ -66,37 +88,37 @@ orch chat "MESSAGE" --model gemini
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### Quick Second Opinion
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When you've reasoned through something and want validation:
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```bash
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orch consensus "I think we should use SQLite for this because [reasons]. Is this sound?" flash gemini
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cd ~/proj/orch && uv run orch consensus "I think we should use SQLite for this because [reasons]. Is this sound?" flash gemini
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```
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### Architecture Decision
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When facing a tradeoff:
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```bash
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orch consensus "Microservices vs monolith for a 3-person team building an e-commerce site?" flash gemini claude --mode vote
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cd ~/proj/orch && uv run orch consensus "Microservices vs monolith for a 3-person team building an e-commerce site?" flash gemini deepseek --mode vote
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```
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### Code Review
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Include the code as context:
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```bash
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orch consensus "Is this error handling approach correct and complete?" flash gemini --file src/handler.py
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cd ~/proj/orch && uv run orch consensus "Is this error handling approach correct and complete?" flash gemini --file src/handler.py
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```
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### Devil's Advocate
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Get opposing viewpoints deliberately:
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```bash
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orch consensus "Should we adopt Kubernetes?" gpt5:for claude:against flash:neutral
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cd ~/proj/orch && uv run orch consensus "Should we adopt Kubernetes?" gpt5:for deepseek:against flash:neutral
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```
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### Brainstorm
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Generate diverse ideas:
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```bash
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orch consensus "How could we improve the CI/CD pipeline?" flash gemini claude --mode brainstorm
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cd ~/proj/orch && uv run orch consensus "How could we improve the CI/CD pipeline?" flash gemini deepseek --mode brainstorm
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```
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### Critique Your Work
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Find weaknesses before presenting:
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```bash
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orch consensus "What are the flaws in this API design?" flash gemini --file api-spec.yaml --mode critique
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cd ~/proj/orch && uv run orch consensus "What are the flaws in this API design?" flash gemini --file api-spec.yaml --mode critique
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```
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## Output Format
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@ -114,7 +136,7 @@ Reasoning: ...
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[gemini] gemini-3-pro-preview - SUPPORT
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Reasoning: ...
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[claude] claude-sonnet-4.5 - OPPOSE
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[deepseek] deepseek-v3 - OPPOSE
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Reasoning: ...
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```
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@ -122,15 +144,14 @@ Reasoning: ...
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1. **Use for genuine uncertainty** - Don't use orch for trivial decisions or to avoid thinking
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2. **Provide context** - Better prompts get better consensus; use `--file` when relevant
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3. **Choose models wisely** - flash/haiku for quick checks, opus/gpt5 for complex reasoning
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3. **Choose models wisely** - flash/qwen for quick checks, r1/gpt for complex reasoning
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4. **Consider stances** - Devil's advocate is powerful for stress-testing ideas
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5. **Parse the reasoning** - The verdict matters less than understanding the reasoning
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## Requirements
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- `orch` CLI installed and in PATH (from ~/proj/orch)
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- API keys configured for llm library (ANTHROPIC_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY)
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- Run via: `cd ~/proj/orch && uv run orch ...` if not globally installed
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- `orch` CLI source at ~/proj/orch
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- API keys configured for llm library (OPENROUTER_KEY, GOOGLE_API_KEY, OPENAI_API_KEY)
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## Examples
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