Ayona-OpenClaw-template

Automated research subagent. Accepts a natural-language query, gathers sources from the knowledge graph (KG + BM25 + E5 + Web + Notion), performs SGR synthesis, generates validated knowledge cards, and writes them to the graph. Explicit trigger: "autosearch" — activates the subagent without confirmation. Soft triggers (require confirmation): "research", "analyze", "compare", "deep dive", "review".

SGR-guided knowledge graph node creation with canonical schema validation. Use when creating new nodes, updating existing nodes, or auditing graph health. Enforces closed vocabularies for node types, clusters, and relation types to prevent taxonomy drift. Triggers on: "create node", "add to graph", "new insight", "graph audit", "validate graph", "taxonomy check".

SGR-enhanced pool of cheap specialized subagents based on sgr-agent-core. Uses Schema-Guided Reasoning to boost mini/Flash models to near-Sonnet quality. Trigger: "sgr", "sgr pool", "cheap agent", "mini agent", "sgr-researcher", "sgr-verifier", "sgr-summarizer".

Safe OpenClaw gateway configuration changes with validation and auto-rollback

Design-before-code protocol. Routes new features, refactors, and complex changes through the appropriate design artifact BEFORE implementation begins. Use when the user asks to design a feature, write an RFC, think through architecture, plan a new skill, structure a large refactor, or define the implementation approach before coding. Triggers: "design", "RFC", "architecture", "new skill", "new feature", "large change", "need a plan", "design-architect", "tech spec", "ADR".

Subagent for generating PPTX presentations via Claude Code CLI + official pptx skill. Trigger: "presentation", "slides", "deck".

Multi-subagent framework. Allows the main agent to spawn specialized Claude Code subagents with specific skills. Each subagent runs autonomously (full agentic loop) and returns a structured result. Engine: Claude Code CLI (claude --bare -p). Trigger: "subagent", "spawn agent".

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.

Turn rough operational knowledge into a clear SOP, runbook, workflow guide, or process document with roles, triggers, steps, edge cases, escalation, and outputs. Use when the user asks to document a process, write a runbook, capture a workflow, create an SOP, map how something works, or make a repeatable procedure executable by others.

Synthesize evidence from multiple heterogeneous sources into a structured insight brief with confidence, contradictions, convergence/divergence, and decision implications. Use when the user asks to reconcile conflicting feedback, make sense of interviews, notes, transcripts, support signals, chats, research documents, or mixed evidence, identify what the data really says, explain underlying needs behind surface requests, or produce weighted research synthesis from multiple inputs.

Fetch relevant context from the workspace knowledge graph for lazy context loading. Use when answering questions about projects, tasks, deadlines, people, or any topic covered by the knowledge graph (02_distill/). Replaces eager-loading of full USER.md, TOOLS.md, and other large files. Triggers on any query that needs project context, task status, collaborator info, or cross-cluster connections. Also use at session start to load minimal relevant context instead of reading entire workspace files.

Bidirectional sync between workspace knowledge cards and Notion databases. Use when importing/exporting knowledge to Notion, diagnosing Notion API connection issues, or syncing card content. Triggers on Notion-related queries, API integration, or knowledge base synchronization.

"Transcribe YouTube videos to text using yt-dlp from video URL made for Openclaw agents. Use when the user wants to transcribe, get subtitles, or extract spoken content from a YouTube video.

Expert on the official OpenClaw documentation (docs.openclaw.ai). OpenClaw is a self-hosted multi-channel AI agent gateway — NOT a skills framework. Always consult before answering any OpenClaw question. Trigger on: openclaw, AGENTS.md, SOUL.md, IDENTITY.md, USER.md, TOOLS.md, HEARTBEAT.md, BOOT.md, MEMORY.md, openclaw workspace, openclaw config, openclaw gateway, openclaw onboard, openclaw channels, openclaw skills, openclaw tools, openclaw sessions, openclaw heartbeat, openclaw cron, openclaw doctor, openclaw sandbox, openclaw telegram, openclaw whatsapp, openclaw discord, openclaw plugins, openclaw memory, openclaw dashboard, openclaw multi-agent, openclaw security, openclaw remote, openclaw tailscale, openclaw hooks, gateway port 18789, pi-mono, "what is openclaw", "how to set up openclaw". Trigger even for simple or casual OpenClaw questions — details are easy to confuse with other tools.