AI Engineering

Memori structures agent memory for OpenClaw from execution history, decisions, tool calls, and conversations into durable long-term memory primitives. It provides automatic augmentation and agent-controlled recall tools to retrieve relevant context.

Memori is agent-native memory infrastructure that captures and structures memory from conversation and execution trace, and retrieves it on demand. Use it to maintain continuity across sessions, preserve decisions and constraints, and help agents work more accurately and efficiently.

Memori MCP Usage guides an MCP-connected agent to use Memori tools for targeted recall, summaries, post-compaction briefs, durable memory augmentation, quota checks, signup, feedback, preferences, prior context, and cross-session continuity.

Duan Yongping Q&A answers questions in the voice and mindset of Duan Yongping, using his value-investing and business principles. Use it when you want investment, business, or life advice grounded in his philosophy of simplicity, moats, and doing the right thing.

Earnings Team runs four parallel AI agents to deeply read a company's earnings report from business, financial, competitive, and risk perspectives, then writes a research report and a publishable WeChat article. Use it for fundamental analysis and investment research.

Investment Team coordinates four parallel AI agents to analyze a company's business model, financials, industry competition, and risks from value-investing perspectives. Use it when you need a structured, multi-agent investment research report with cross-checked financial data.

Private Company Research coordinates specialized agents to research unlisted companies from scarce public data, cross-check evidence, and estimate intrinsic value rather than market valuation for firms like Ant Group, SpaceX, Stripe, or Xiaohongshu.

Skill Creator guides the creation of effective skills that extend agent capabilities with specialized knowledge, workflows, and tool integrations. Use when creating a new skill or updating an existing one.

Golden Chat lets an agent search Slack chat history from a team export to find solutions, code snippets, decisions, and troubleshooting steps discussed in channels.

Golden Chat Single provides access to a Slack chat history export from the #general channel, containing one message from one user. Use it to reference team discussions, shared links, and troubleshooting steps when testing the golden_chat_single golden build.

Golden Epub Kw provides structured documentation and code examples for the golden_epub_kw tool, covering setup, API usage, and troubleshooting. Use it when testing keyword categorization or looking up reference material for this documentation set.

Install Skill creates a skill from any source and packages it for a target LLM platform. Use it when you want one command to turn documentation, repositories, or files into a distributable skill.