A specialized skill for managing the La Local chat product, prioritizing high-relevance search and deterministic data management.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install la-local-chat
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install la-local-chat using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is La Local Chat?
La Local Chat is a technical framework designed to operate and refine the La Local location-management ecosystem. By leveraging Openclaw Skills, developers can ensure that AI agents handle frontend chat interfaces, backend webhooks, and complex integrations with Notion and Dropbox with high precision. The skill is built on a philosophy that prioritizes structured retrieval for search while maintaining strict, deterministic safety for record creation and updates.
La Local Chat Use Cases
- Improving search relevance and ranking within the La Local location database.
- Automating the creation of Notion records with synchronized Dropbox folder structures.
- Updating existing location metadata while maintaining strict data integrity.
- Refactoring the frontend chat application or backend media upload flows.
- Managing deployment topologies and project-specific product logic for location management.
How La Local Chat Works
- Context Analysis: The agent identifies the user intent, distinguishing between search, creation, or update requests.
- Search Execution: For search queries, the system performs structured retrieval to return up to 5 real matches based on name, description, and context.
- Deterministic Creation: When creating a new entry, the agent initiates a guided flow starting with the location name and immediate Notion record generation.
- Linked Integration: The Notion-generated ID is captured and used to establish a consistent Dropbox folder reference.
- Field Gathering: The agent completes the record by gathering additional fields in a controlled, non-generative manner.
- Verification: During updates, the agent confirms target records to resolve ambiguity before committing changes to the source of truth.
La Local Chat Setup
To integrate this capability into your agent environment, ensure your workspace includes the necessary architectural references.
# Install the skill context into your Openclaw environment
openclaw install la-local-chat
# Verify reference documentation is accessible
cat references/architecture.md
cat references/search-notes.md
La Local Chat Data Schema & Taxonomy
The skill maintains a strict taxonomy to ensure cross-platform synchronization:
| Component | Source of Truth | Key Identifier |
|---|---|---|
| Location Record | Notion | Notion UID |
| Media Storage | Dropbox | Notion UID (Folder Name) |
| Chat Session | Local State | thread_id |
All metadata updates must preserve the thread_id and ensure the Dropbox linkage remains tied to the primary Notion ID.
La Local Chat Advanced Features
- Structured Retrieval Ranking: Prioritizes incremental search relevance improvements over freeform LLM generation.
- Multi-Platform Sync: Automated orchestration between Notion databases and Dropbox file systems.
- Ambiguity Resolution: Built-in confirmation logic for update flows to prevent accidental data overwrites.
- Preservation Hooks: Specifically designed to protect
thread_idcontinuity across complex upload and chat flows. - Safety-First Architecture: Prevents regression in create/update workflows while allowing aggressive optimization of search modules.
SKILL.md
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