Deterministic memory/context pipeline for agents: route a user message, retrieve relevant memory snippets, compress into a cited Context Pack (sources are sn...
Monitors session context and automatically manages model switching based on a cascading protocol. Use as part of a heartbeat or cron job to maintain session health and optimize token usage.
Build reliable tool context from command output using artifacts and compact reproducible code queries.
Access your human's personal context data (biometrics, sleep, activity, calendar, location) via the Fulcra Life API and MCP server. Requires human's Fulcra account + OAuth2 consent.
Build a reusable persona profile for AI agents before planning, writing, coding, research, or advisory work. DaE uses structured dialogue and context injecti...
Visualize and diagnose OpenClaw context window usage. Generates a terminal-rendered breakdown showing workspace files (status, chars, tokens), installed skil...
Use when: prompt context is bloating (slow replies, rising cost, noisy transcripts) and you want a ranked offender list + reversible plan. Don't use when: yo...
Manage and optimize OpenClaw context window usage via partitioning, pre-compression checkpointing, and information lifecycle management. Use when the session...
Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.
Distills large texts into key facts, removes redundancies, and reformats content to optimize Claude's context use for efficient queries.
This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentio...
Optimize OpenClaw agent context files by reducing token usage 30-50% with backups, preview, rollback, and preserving core functionality on request.
Analyze and archive low-value memory notes in OpenClaw workspace to reduce context bloat and improve responsiveness. 适用于上下文冗余、维护整理场景；默认流程为 analyze → plan
Provide new contributors and agents with a concise tour of the workspace identity files (SOUL.md, USER.md, AGENTS.md, TOOLS.md) plus onboarding tips. Use when a newcomer needs context or when you want
Token-efficient agent behavior — response sizing, context pruning, tool efficiency, and delegation
Maintains and restores project context across sessions, tracks active projects, manages tasks, switches projects, and summarizes current progress.
Auto context management with seamless session switching. Monitors usage, triggers at 85% threshold, automatically creates new session with loaded memory. Zer...
Visualize the current context window usage — token estimates per component (system prompt, tools, workspace files, messages, free space). Use when the user a...
Get comprehensive context about a location including nearby places, area description, and optional weather. Use when you need to understand what's around a l...
AI-powered context management for OpenClaw sessions
Give isolated sessions (cron jobs, sub-agents, event handlers) full conversation context from your main session using sessions_history. Run cheap background...
Comprehensive context engineering guidance for AI agent systems. Routes to specialized sub-skills for production agent work. Use when the user asks to: "opti...