技能检索
ouyang
Local RAG system for agent memory using ChromaDB and sentence-transformers. Provides semantic search over session logs, daily notes, and memory files. Use when you need persistent memory across sessions, want to search past conversations, or build agents that remember context. Commands: recall "query", index-digests, digest-sessions.
nano-banana-cog
Nano Banana × CellCog. Experience Nano Banana image generation through one of the most powerful AI agents on the planet. Character consistency, multi-image composition, and photorealistic editing — accessible to any OpenClaw agent in a single prompt. Nano Banana AI, Nano Banana Pro, Gemini image generation.
xiaohongshu-extract
Extract metadata from Xiaohongshu (XHS) share or discovery URLs by parsing window.__INITIAL_STATE__ and returning note details. Use when asked to fetch XHS page content, note metadata, video info, or engagement stats from a public XHS link.
roundtable-adaptive
Adaptive multi-model AI roundtable. Runs up to 4 AI models (configurable) in 2 debate rounds with cross-critique and formal consensus scoring. Requires a configured Anthropic provider (Claude Opus recommended). Optionally adds GPT-5.3 Codex (OpenAI), Grok 4, and Gemini 3.1 Pro via Blockrun proxy. Works with Claude-only fallback if optional providers are unavailable. Writes results to local filesystem. Debate panel agents are persistent thread sessions; meta-panel and synthesis agents are one-shot.
arc-compliance-audit
Immutable audit trail for autonomous agent operations. Log skill executions, data access, decisions, and budget changes with tamper-evident hashes. Essential for enterprise governance, incident response, and trust verification.
viral-video-analysis
Analyze video ad performance and provide actionable feedback to creators. Use when asked to analyze why videos underperform, give creator coaching feedback, compare high vs low ROI content, or identify video structure issues. Combines audio transcripts, visual analysis, and performance metrics. Supports YouTube, TikTok, Instagram Reels, and Twitter.
sunday
Agent identity provider — own email address and E2E-encrypted credential vault. Use when storing or retrieving passwords for services, logging into services with stored credentials, checking email inbox, receiving OTP/verification codes via email, signing up for services, getting your agent's email address, or any task where the agent needs its own identity separate from the user's. Replaces 1Password + AgentMail with a single skill — no desktop app, no tmux, fully autonomous.
token-economy
Reduce OpenClaw costs by 60-80% through intelligent model routing and context management. Cheap-first escalation (GPT-4o → Sonnet → Opus), zero-token heartbeats, and budget guardrails. Save $60-105/month per deployment.
anti-amnesia
Complete anti-amnesia system for OpenClaw agents. Prevents context loss across sessions with structured state files, automatic session saving, health monitoring, and decision tracking. Your agent wakes up knowing everything — every time.