understand-honglong-acquisition

What problem does it solve?

It addresses the need for the acquisition system to continuously learn from its own actions, capture correction and optimization signals, and refine its workflows without manual re‑programming.

Core Features & Use Cases

• Learning Signals: Automatically detect correction, preference, pattern, failure, and optimization cues during customer discovery and outreach.
• Three‑Layer Memory: Store prioritized rules in HOT, WARM, and COLD layers for fast recall and long‑term retention.
• Auto Promotion/Demotion: Elevate recurring patterns to HOT rules and demote stale ones, keeping the knowledge base current.
• Integration with HOLO‑AGENT: Seamlessly invoke the skill via skill://HOLO-AGENT to enhance end‑to‑end acquisition pipelines while enforcing the eight iron rules.

Quick Start

Load the understand‑honglong‑acquisition skill when you want the AI to capture and apply learning signals during your acquisition workflow.