Audit one or more OpenClaw agents, analyse what they require (complexity, tool use, context window, volume, autonomy, sensitivity), and recommend the best-fit OpenRouter models by pricing tier with ready-to-paste openclaw.json config snippets. Use when the user says "what model should I use", "recommend a model for my agent", "audit my agent models", "find a cheaper model", "openrouter model suggestions", "which model fits my agent", or invokes /openclaw-model-advisor.
Create, optimize, and maintain OpenClaw agent workspace files — SOUL.md, IDENTITY.md, AGENTS.md, MEMORY.md, and GOALS.md. Use this skill whenever the user mentions OpenClaw agent setup, agent personality, agent identity, agent workspace files, SOUL.md, IDENTITY.md, AGENTS.md, MEMORY.md, GOALS.md, agent persona, "set up my agent", "configure my agent", "make my agent", or wants to scan/optimize/audit an existing OpenClaw workspace. Also trigger when the user wants to create a new agent from scratch, refine an agent's personality, add goals or memory structure, or review workspace files for consistency. This skill conducts targeted interviews, generates production-ready markdown files, and can scan existing workspaces to optimize them.
Diagnose and fix OpenClaw agent and gateway problems — heartbeats not firing, cron jobs failing, agents not responding, wrong routing, model errors, workspace issues, channel connection failures, and openclaw.json config errors. Use this skill when the user reports: agent not responding, heartbeat stopped, cron job not running, wrong agent getting messages, model errors, gateway won't start, channel disconnected, agent sending to wrong place, memory not writing, session errors, openclaw doctor errors, or any "something isn't working" situation with OpenClaw. This skill reads the openclaw.json config, interprets error patterns, walks through diagnostic steps, identifies the root cause, and produces the exact commands or file changes needed to fix it.
Brainstorm, design, and document OpenClaw agents and multi-agent teams. Use this skill whenever the user wants to plan what agents to build, figure out what agents they need, design agent capabilities and permissions, plan a multi-agent architecture, decide how agents should work together, or create documentation for their agent team. Also trigger when the user says things like "what agents do I need", "help me plan my agents", "I want to set up multiple agents", "document my agent", "agent permissions", "agent roles", "agent team", or asks about agent capabilities, responsibilities, tool access, or inter-agent communication. This skill produces a comprehensive Agent Team Documentation package (markdown + optional .docx) covering every agent's role, persona, permissions, tools, boundaries, and team interaction rules.
Surgically update existing OpenClaw agent workspace files based on conversational change requests — without rewriting the soul, persona, or hard limits. Use this skill when the user says things like "update the agent", "tell NEXUS about the new client", "HUNTER's ICP has changed", "add this to APEX's memory", "RPS paid their invoice", "change SENTINEL's heartbeat", "update the goals", "the client list changed", "add a new cron job", "remove the stale goal", "SCRIBE needs to know about ISO 14001 scope change", or any request to change, add, remove, or refresh content in an existing agent's workspace files. Also trigger when business state changes (new client, lost client, invoice paid, tender outcome, staff change, new service, pricing update) that should be reflected in agent memory. This skill identifies which files and sections need changing, shows exactly what will change before touching anything, makes surgical edits that preserve the persona soul, and outputs ready-to-apply file patches.
Run the complete IBS OpenClaw client onboarding process — from scoping a new client's agent requirements, through designing their agent architecture, building their workspace files and openclaw.json, to producing a professional handover package. Use this skill when IBS is onboarding a new client onto OpenClaw, productising the agent deployment service, creating a client's first agent setup, or when the user says things like "onboard this client", "set up OpenClaw for a new client", "create an agent for our client", "deploy agents for [company]", or "build the OpenClaw setup for [client name]". This skill runs the full IBS OpenClaw product workflow: client interview, needs assessment, architecture design, workspace generation, openclaw.json configuration, deploy script, and professional handover documentation.
Audit, clean, and curate OpenClaw agent memory — reading daily memory logs, extracting durable facts, removing stale or contradictory entries, promoting important patterns to MEMORY.md, and keeping agent knowledge sharp and current. Use this skill when the user wants to clean up agent memory, says the agent seems to be "forgetting" things or repeating itself, wants to consolidate daily logs into long-term memory, notices the agent has stale or incorrect information, or asks to "review the agent's memory", "clean up the memory", "update what the agent knows", or "curate the memory files". Also trigger on a scheduled quarterly review or when significant time has passed since agents were last deployed (2+ months).
Research, design, and build complete persona-driven OpenClaw agent workspaces from scratch — including live web research on world-class domain experts, persona mapping, soul architecture design, and full 5-file workspace generation (SOUL.md, IDENTITY.md, AGENTS.md, MEMORY.md, GOALS.md). Use this skill whenever the user wants to build a new OpenClaw agent with a domain-specific persona, create an AI company or multi-agent team with differentiated personalities, design a soul architecture for an agent role, or asks to "research and build an agent" for any business function. Trigger when the user mentions building agents for sales, marketing, operations, development, SHEQ, finance, HR, content, or any specialist role — even if they don't explicitly say "persona" or "soul". This skill does the full job: researches the world's best practitioners in that domain, extracts their mental models, maps those frameworks onto an agent soul, and outputs production-ready workspace files ready to deploy into OpenClaw.