system-init: Initialize or hydrate the agent's memory system and verify configuration.
Installation
Details
Usage
After installing, this skill will be available to your AI coding assistant.
Verify installation:
skills listSkill Instructions
name: system-init description: Initialize or hydrate the agent's memory system and verify configuration.
System Initialization
This skill handles the initialization of the agent's memory system. It ensures that the necessary directory structures, configuration files, and core context templates are in place.
Usage
Run this command at the start of a new project or when you need to reset/repair the memory system structure.
uv run python .fleet/context/scripts/memory_manager.py init
Actions Performed
- Hydrates Templates: Copies
core/*.template.mdto activecore/*.mdfiles if they don't exist. - Config Setup: Ensures
.chroma/config.yamlexists (creating from template if needed). - Recall Scratchpad: Creates
recall/current.mdfor the current session context.
Chroma Cloud Setup
After initialization, set up Chroma Cloud:
-
Edit config: Add your Chroma Cloud credentials to
.fleet/context/.chroma/config.yaml:cloud: tenant: "your-tenant" database: "your-database" api_key: "your-api-key" -
Create collections: Run the setup command to create collections in Chroma Cloud:
uv run python .fleet/context/scripts/memory_manager.py setup-chroma -
Verify status: Check that everything is connected:
uv run python .fleet/context/scripts/memory_manager.py status
Collections Created
| Collection | Name | Purpose |
|---|---|---|
semantic | agentic-fleet-semantic | Facts about project and user |
procedural | agentic-fleet-procedural | Learned skills and patterns |
episodic | agentic-fleet-episodic | Session history and context |
Environment Variables (Optional)
Instead of config file, you can use environment variables:
CHROMA_API_KEY- Your Chroma Cloud API keyCHROMA_TENANT- Your tenant nameCHROMA_DATABASE- Your database name
More by Qredence
View allname: dspy-agent-framework-quick-ref
Repository Cleanup and Git Hygiene: **When to use this skill:**
Context-aware development assistant for AgenticFleet with auto-learning and dual memory (NeonDB + ChromaDB). Handles development workflows with intelligent context management.
memory-system: Complete guide to the AgenticFleet memory system. Read this first.
