docs: add IntentGate feature documentation

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-opencode)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
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YeonGyu-Kim 2026-02-21 03:59:34 +09:00
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| :---: | :--------------------------- | :---------------------------------------------------------------------------------------------------------------------------------- |
| 🤖 | **Discipline Agents** | Sisyphus orchestrates Hephaestus, Oracle, Librarian, Explore. A full AI dev team in parallel. |
| ⚡ | **`ultrawork` / `ulw`** | One word. Every agent activates. Doesn't stop until done. |
| 🚪 | **IntentGate** | Analyzes true user intent before classifying or acting. No more literal misinterpretations. |
| 🔗 | **Hash-Anchored Edit Tool** | `LINE#ID` content hash validates every change. Zero stale-line errors. |
| 🛠️ | **LSP + AST-Grep** | Workspace rename, pre-build diagnostics, AST-aware rewrites. IDE precision for agents. |
| 🧠 | **Background Agents** | Fire 5+ specialists in parallel. Context stays lean. Results when ready. |

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## IntentGate
Every prompt a user enters goes through the **IntentGate** before action is taken.
Agent models often take user instructions too literally—resulting in premature execution or shallow responses. IntentGate fixes this.
1. **Verbalization Before Action:** The orchestrator agent (Sisyphus) and the autonomous worker (Hephaestus) explicitly verbalize the user's *true* intent (e.g. Investigation, Implementation, Fix, Research) before proceeding.
2. **Pre-Planning Analysis:** The `metis` plan consultant specifically looks for hidden intents, missing context, and ambiguity.
3. **Exploration Default:** If the true intent implies missing knowledge, the agents will automatically spawn `explore` or `librarian` background tasks *before* taking action or asking clarification questions.
IntentGate ensures your tasks are solved thoroughly rather than treated as simple string-matching instructions.
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## Skills: Specialized Knowledge
Skills provide specialized workflows with embedded MCP servers and detailed instructions.