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172 lines
4.0 KiB
Markdown
172 lines
4.0 KiB
Markdown
# omo - Multi-Agent Orchestration
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OmO is a multi-agent orchestration skill that routes tasks to specialized agents based on risk signals.
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## Installation
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```bash
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python install.py --module omo
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```
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## Usage
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```
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/omo <your task>
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```
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## Agent Hierarchy
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| Agent | Role | Backend | Model |
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|-------|------|---------|-------|
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| `oracle` | Technical advisor | claude | claude-opus-4-5 |
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| `librarian` | External research | claude | claude-sonnet-4-5 |
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| `explore` | Codebase search | opencode | grok-code |
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| `develop` | Code implementation | codex | gpt-5.2 |
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| `frontend-ui-ux-engineer` | UI/UX specialist | gemini | gemini-3-pro |
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| `document-writer` | Documentation | gemini | gemini-3-flash |
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## Routing Signals (Not Fixed Pipeline)
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This skill is **routing-first**, not a mandatory conveyor belt.
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| Signal | Add Agent |
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|--------|----------|
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| Code location/behavior unclear | `explore` |
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| External library/API usage unclear | `librarian` |
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| Risky change (multi-file, public API, security, perf) | `oracle` |
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| Implementation required | `develop` / `frontend-ui-ux-engineer` |
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| Documentation needed | `document-writer` |
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### Skipping Heuristics
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- Skip `explore` when exact file path + line number is known
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- Skip `oracle` when change is local + low-risk (single area, clear fix)
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- Skip implementation agents when user only wants analysis
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## Common Recipes
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| Task | Recipe |
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|------|--------|
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| Explain code | `explore` |
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| Small fix with known location | `develop` directly |
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| Bug fix, location unknown | `explore → develop` |
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| Cross-cutting refactor | `explore → oracle → develop` |
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| External API integration | `explore + librarian → oracle → develop` |
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| UI-only change | `explore → frontend-ui-ux-engineer` |
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| Docs-only change | `explore → document-writer` |
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## Context Pack Template
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Every agent invocation includes:
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```text
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## Original User Request
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<original request>
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## Context Pack (include anything relevant; write "None" if absent)
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- Explore output: <...>
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- Librarian output: <...>
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- Oracle output: <...>
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- Known constraints: <tests to run, time budget, repo conventions>
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## Current Task
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<specific task description>
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## Acceptance Criteria
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<clear completion conditions>
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```
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## Agent Invocation
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```bash
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codeagent-wrapper --agent <agent_name> - <workdir> <<'EOF'
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## Original User Request
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...
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## Context Pack
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...
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## Current Task
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...
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## Acceptance Criteria
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...
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EOF
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```
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Timeout: 2 hours.
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## Examples
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```bash
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# Analysis only
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/omo how does this function work?
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# → explore
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# Bug fix with unknown location
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/omo fix the authentication bug
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# → explore → develop
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# Feature with external API
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/omo add Stripe payment integration
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# → explore + librarian → oracle → develop
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# UI change
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/omo redesign the dashboard layout
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# → explore → frontend-ui-ux-engineer
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```
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## Configuration
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Agent-model mappings in `~/.codeagent/models.json`:
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```json
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{
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"default_backend": "codex",
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"default_model": "gpt-5.2",
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"agents": {
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"oracle": {
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"backend": "claude",
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"model": "claude-opus-4-5-20251101",
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"yolo": true
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},
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"librarian": {
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"backend": "claude",
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"model": "claude-sonnet-4-5-20250929",
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"yolo": true
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},
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"explore": {
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"backend": "opencode",
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"model": "opencode/grok-code"
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},
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"frontend-ui-ux-engineer": {
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"backend": "gemini",
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"model": "gemini-3-pro-preview"
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},
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"document-writer": {
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"backend": "gemini",
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"model": "gemini-3-flash-preview"
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},
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"develop": {
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"backend": "codex",
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"model": "gpt-5.2",
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"yolo": true,
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"reasoning": "xhigh"
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}
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}
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}
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```
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## Hard Constraints
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1. **Never write code yourself** - delegate to implementation agents
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2. **Always pass context forward** - include original request + prior outputs
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3. **No direct grep/glob for non-trivial exploration** - use `explore`
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4. **No external docs guessing** - use `librarian`
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5. **Use fewest agents possible** - skipping is normal
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## Requirements
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- codeagent-wrapper with `--agent` support
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- Backend CLIs: claude, opencode, codex, gemini
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