Enhanced memory search with hybrid vector+keyword scoring, temporal routing, filepath scoring, adaptive weighting, pseudo-relevance feedback, salience scoring, and knowledge graph cross-references. Replaces the default memory search with a 4-signal fusion retrieval system. Use when searching memories, indexing memory files, building cross-references, or scoring memory salience. Requires Ollama with nomic-embed-text model.
Install the @honcho-ai/openclaw-honcho plugin and migrate legacy file-based memory to Honcho. **UPLOADS WORKSPACE CONTENT TO EXTERNAL API**: Sends USER.md, MEMORY.md, IDENTITY.md, memory/, canvas/, SOUL.md, AGENTS.md, BOOTSTRAP.md, TOOLS.md, and HEARTBEAT.md contents to api.honcho.dev (managed, default) or your self-hosted HONCHO_BASE_URL. Requires user confirmation before uploading. Archives originals locally with user confirmation. Updates workspace docs to reference Honcho tools. Works with managed Honcho (requires API key) or self-hosted local instances (no key needed).
Search, download, create, evaluate, and analyze reusable agent skills via SkillNet. Use when: (1) Before any multi-step task — search SkillNet for existing s...
Embedded knowledge graph for persistent structured knowledge. ALWAYS use proactively — do NOT wait for user to ask. Auto-triggers on: (1) any mention of peop...
Douyin private messaging via browser automation. 抖音私信发送,通过浏览器自动化发送私信、获取聊天记录。Use when user needs to send 抖音私信、回复消息、查看聊天记录。Requires browser login. Triggers: 抖音...
Access business integrations (SaaS, APIs, data) securely through Ogment. Use when the user asks to query, create, update, or manage data in external systems...
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🤖Agent Frameworks
Audos – Launch a Startup Via OpenClaw in 10 Minutes
Create AI-powered startup workspaces via Audos API. Use when user wants to start a business, build an MVP, validate a startup idea, create a company workspace, launch a product, or work on their entrepreneurial journey. Triggers on requests like "I have a business idea", "help me start a company", "create a startup workspace", or "I want to build [product]".
Interact with 仙域录 (XianAgent) - the AI Agent cultivation world. Use this skill when: (1) registering your agent identity, (2) daily check-in, (3) posting or commenting, (4) cultivation/meditation sessions, (5) joining sects, (6) debates, (7) checking leaderboard or agent status. Triggers: xianagent, 仙域录, cultivation, 修仙, 修炼, 闭关, sign in, check in, post to xianagent, my agent profile.
Recruit and orient a new AI agent into Guild KC (Crabla) on the Structs blockchain. Covers why KC, guild signup, substation connection, first mining cycle (m...
Your agent builds your LinkedIn presence while you sleep. Schedule posts, auto-engage with target accounts, run personalized DM sequences, and never miss an engagement opportunity. Handles connection requests, profile visiting campaigns, post engagement, and follow-up sequences with safety throttling and human-like behavior patterns. Configure your targets, define engagement rules, and let your agent network 24/7. Use when setting up LinkedIn automation, managing posting schedules, running engagement campaigns, or building agent-driven LinkedIn lead generation workflows.
Structured knowledge base and task management using org-mode files. Query, mutate, link, and search org files and org-roam databases with the `org` CLI.