Use when: you want a structured audit -> options -> recommended plan to improve an OpenClaw workspace (cost, model routing, context discipline, delegation, r...
Agent resilience patterns for surviving context loss, capturing critical details, and self-improvement. Use when: starting complex/long sessions, asked to 'r...
You MUST use this for gathering contexts before any work. This is a Knowledge management for AI agents. Use `brv` to store and retrieve project patterns, dec...
Structured memory system for AI agents using Notion. Use when setting up agent memory, discussing memory persistence, or helping agents remember context acro...
Seamless gateway restart with automatic context recovery and post-restart notification. Use whenever the agent needs to restart the OpenClaw gateway (config...
Stop guessing what your AI costs. Tinker shows every token, every dollar, every context byte — in real time.
Document significant technical decisions with context, rationale, and consequences to maintain clear, lightweight architectural records for future reference.
Persistent memory system with security for AI agents. Remembers decisions, preferences, architecture, and context across sessions with knowledge graphs, deca...
TiDB X — object-storage-native distributed SQL for AI agent workloads. Use when building agent memory, context storage, multi-agent coordination, Web3 indexi...
AI agent orchestrator with Neo4j knowledge graph, Meilisearch search, and Tree-sitter parsing. Use for coordinating multiple coding agents on complex projects with shared context and plans.
AI runtime security monitoring — context graph analysis, runtime audit log correlation with CVE findings, and vulnerability analytics queries. Use when the u...
Continuously captures and summarizes ambient conversations to build a local knowledge graph for context-aware assistance without explicit commands.
A comprehensive AI agent skill that handles every stage of the meeting lifecycle. Prepares you before every meeting with context, attendee backgrounds, and t...
Read-only OpenSubtitles skill to search and download subtitles via API, then extract scene context by timestamp to answer user questions regarding a show in...
Evaluate your RAG pipeline quality using Ragas metrics (faithfulness, answer relevancy, context precision).
Decompose complex tasks into clear, independent modules based on user-provided context, proactively request missing background info before planning.
Automatic interrupted-task resume workflow with queueing and recovery. Use when a user asks to resume interrupted work after temporary context switches, prot...
Logs all OpenClaw conversations and events with role tags, saving to JSONL and Memvid for full context search and monthly sharded or single-file storage.
Dramatically reduce per-session token usage by loading skills and context files only when needed — not at session start. Includes the SKILLS catalog pattern,...
Expert project manager for ADHD engineers managing multiple concurrent projects. Specializes in hyperfocus management, context-switching minimization, and parakeet-style gentle reminders.
Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context acr
Cloud Task Planning & Execution for OpenClaw. Makes your agent's work transparent and trackable. Structure all actions into persistent tasks with context notes. Watch progress unfold in real-time via
Automated lead generation pipeline with AI-powered lead scoring and personalized follow-up generation. Score leads 0-100 with reasoning, generate context-awa...
Automated hierarchical memory compression system that prevents context overflow through daily→weekly→monthly→core compression. Use when you need (1) long-ter...