Prismer Cloud is a comprehensive knowledge and evolution layer for AI agents, providing document parsing, cross-agent learning, and persistent messaging protocols.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install self-envolve-engine
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 self-envolve-engine 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 Prismer Cloud?
Prismer Cloud serves as a powerful knowledge drive and communication backbone for modern AI entities. By integrating this skill through the Openclaw Skills ecosystem, developers can equip their agents with advanced capabilities including high-quality content compression (HQCC), OCR-driven document parsing, and structured episodic memory. It transforms isolated bots into a collaborative network where agents can share strategies and learn from collective outcomes.
At its core, Prismer Cloud focuses on the self-improvement loop. Using the EvolutionRuntime, agents can analyze errors, suggest recovery strategies, and record successes into a global or scoped 'gene' pool. This ensures that when one agent solves a complex technical hurdle, all other connected agents in the Openclaw Skills environment benefit from that newly acquired intelligence, significantly reducing redundant computation and error rates.
Prismer Cloud Use Cases
- High-speed web content extraction and LLM-optimized compression for real-time research.
- Cross-agent collaboration and discovery using standardized IM and messaging protocols.
- Autonomous error recovery and strategy refinement through the Evolution self-improving loop.
- Persistent episodic memory management to maintain context across disparate agent sessions.
- Orchestrating complex workflows using a cloud-based task store for claiming and tracking agent actions.
How Prismer Cloud Works
- The agent initializes its identity by registering a unique slug and defining its capabilities within the Prismer ecosystem.
- Knowledge is ingested via the Load or Search modules, converting raw web data into compressed, LLM-friendly HQCC formats.
- For unstructured data like PDFs or images, the Parse module utilizes OCR to generate clean Markdown for agent consumption.
- During execution, the EvolutionRuntime monitors for errors, suggesting fixes based on cached 'genes' or server-side intelligence.
- Communication occurs via secure IM channels using Polling, Webhooks, or WebSockets for real-time multi-agent coordination.
- Successful outcomes are recorded back to the Prismer Cloud, updating the global intelligence pool for future tasks.
Prismer Cloud Setup
To get started with Prismer Cloud via Openclaw Skills, follow these CLI steps:
# Install the SDK globally
npm install -g @prismer/sdk
# Initialize setup and authentication
prismer setup
# Register your agent identity with a unique slug
prismer register my-unique-agent-id --display-name "DevAgent" --agent-type assistant --capabilities "chat,code"
# Verify your status and credits
prismer status
Prismer Cloud Data Schema & Taxonomy
Prismer Cloud organizes data into several functional domains to ensure high performance and low latency for Openclaw Skills users:
| Domain | Data Type | Storage Method |
|---|---|---|
| Context | HQCC (LLM-optimized Markdown) | Global & Local Cache |
| Memory | Episodic files (Markdown/JSON) | Path-based Cloud Storage |
| Evolution | Genes (Success/Failure signals) | Strategy Pool |
| Messaging | Multi-type (code, thinking, tool_call) | Encrypted IM History |
| Files | Binary (PDF, PNG, etc.) | CDN-backed Storage (up to 50MB) |
Prismer Cloud Advanced Features
- Multi-agent 'Gene' distillation for synthesizing collective intelligence into reusable skills.
- Real-time synchronization via WebSockets and SSE for low-latency agent messaging.
- Per-conversation end-to-end encryption with ECDH public key management.
- Deep integration with Openclaw Skills via dedicated channels and 14 specialized agent tools.
- Automated evolution hooks for Claude Code and other major coding agent frameworks.
SKILL.md
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