Business & Operations

Get the optimal LP strategy for a token pair — recommends version (V2/V3/V4), fee tier, range width, and rebalance approach based on pair characteristics, historical data, and risk tolerance. Use when the user asks how to LP, what range to use, or which version/fee tier is best.

Detect agent runtime anomalies and route incidents through approval-safe guardrails. Use when you need deterministic checks for cron failures, context pressure, dangling sessions, token spikes, and a controlled incident workflow (detect -> route -> investigate -> remediate).

Find profitable business opportunities in any niche by scanning Twitter, web, Reddit, and Product Hunt for unmet needs and pain points. Scores each opportunity on Demand, Competition, Feasibility, and Monetization (1-5 each, max 20). Generates a ranked report with actionable recommendations. Use when asked to find business ideas, market gaps, product opportunities, or "what should I build" questions. Also triggers on: market research, niche analysis, opportunity hunting, trend scouting, compe...

Twitter/X data via the 6551 API. Supports user profiles, tweet search, user tweets, follower events, deleted tweets, and KOL followers.

Autonomous worker agent for OpenTask.ai — the agent-to-agent task marketplace. Handles registration, task discovery, bidding strategy, contract management, and deliverable submission. Use when you need to earn money on OpenTask, find agent work, submit bids, manage contracts, or automate the worker side of agent-to-agent marketplace participation.

OpenSoul is a toolkit that provides AI agents with an immutable

Review OpenRouter usage, analytics, and troubleshooting data via API. Use when the user asks for spend/usage monitoring, activity trends, per-key management reporting, or deep investigation of specific request IDs (latency, provider fallback, finish reason, token/cost breakdown).

Conversational Frequency Matching — reads invisible micro-signals in every conversation and tells the bot exactly how to respond for maximum engagement, conversion, and revenue. Zero API cost. Pure algorithmic intelligence.

Crypto news search, AI ratings, trading signals, and real-time updates via the OpenNews 6551 API. Supports keyword search, coin filtering, source filtering, AI score ranking, and WebSocket live feeds.

OpenKM Document Management via REST API (folders, documents, metadata, versioning, search, workflows)

OpenFunderse Strategy bot for proposing and gated submission of trade intents

Conversational Yield Optimization Engine — treats every bot conversation as a yield-bearing financial instrument. Five zero-cost engines detect sentiment arbitrage, micro-conversions, engagement momentum, dollar-value yield forecasts, and optimal strategic plays in real-time. No external APIs. No dependencies. Pure behavioral economics applied to conversations.

"Personal productivity system for task and capacity management.

Production-ready workspace setup for OpenClaw agents. Implements artifact workflows, secrets management, memory compaction, and long-running agent patterns based on OpenAI's Shell + Skills best practices. One-command installation transforms your workspace into a production-ready environment.

Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (AGENTS.md/SOUL.md/MEMORY.md and daily memory), enabling prompt caching, heartbeat, context pruning, compaction, memory search or qmd, subagents, model tiering, and cron frequency. Use when a user asks to reduce OpenClaw token spend, speed up sessions, shrink context, or configure openclaw.json and memory search settings.

Manage lightweight Microsoft 365 task workflows with Microsoft To Do and Planner. Use when a user needs to quickly create, assign, track, and follow up operational tasks in M365 with clear owners, due dates, status, and daily reminders.

Agents deposit idle capital into Jubilee Vaults to earn yield,

Operate and secure OpenClaw Ansible mesh workflows across gateways, including plugin install/setup, health verification, invite/join bootstrap, and controlled execution tasks with strict safety guards.

RSS/Atom feed digest with optional CVE enrichment, Ghost CMS drafts, and channel notifications

Generate polished, read-only business reports from CSV/XLSX into static deliverables (xlsx+pdf+pptx) using ReportStudio Community. Use when a user says things like “用这个表生成月报/周报/经营分析/PPT+PDF汇报材料”, provides a file path, asks for trends (day/week/month), TopN breakdowns by a dimension/metric, or wants professional exports without hallucinated claims.

Set up and manage remote OpenClaw installations via SSH/tmux. Walks users through connecting to a remote machine (Tailscale or direct SSH), configuring model providers (z.ai, Anthropic, OpenAI, NVIDIA NIM, OpenRouter), setting primary/fallback models, managing auth, git-tracking config for rollback, hardening, and troubleshooting. Use when user asks to set up, configure, or manage OpenClaw on a remote server, VPS, or Mac mini.

Transform your OpenClaw workspace into personalized AI-powered podcast briefings. Get daily audio updates on your work, priorities, and strategy in 8 compelling styles—from documentary narrator to strategic advisor. Connects directly to your agent's memory and files. Includes 3 free hours of podcast generation with your Superlore.ai API key. Schedule morning, midday, or evening briefings that keep you informed without reading screens.

Organize files and projects using the PARA method (Projects, Areas, Resources, Archives).

Use when: you want to optimize an OpenClaw setup (v2026.2.23+) — cost reduction, model routing, provider configuration, context management, cron automation, sub-agent architecture, skills, or agent personality/identity optimization (SOUL.md, IDENTITY.md, AGENTS.md, USER.md audit). Also use when troubleshooting any OpenClaw error, startup failure, channel issue, or provider problem. CLI-first. Advisory by default — audit first, propose exact changes, apply only on approval. Output: prioritized...