Analyzes an existing Claude Code skill and designs an optimal rules/ file structure. Covers three operations: (1) compressing SKILL.md by moving verbose cont...
Automatically analyze and reduce OpenClaw token waste through context compression, tool-call deduplication insights, model selection guidance, and session hygiene checks. Use when sessions are nearing
Deterministic memory/context pipeline for agents: route a user message, retrieve relevant memory snippets, compress into a cited Context Pack (sources are sn...
Handle archive/compression tasks including compressing, extracting, archiving, packaging, listing contents, and viewing files. Supports formats: zip, tar, gz...
--- name: context-shrink slug: context-shrink description: "Auto-compress session memories when context usage exceeds 85%" type: hook version: 1.0.2 author: Lin license: MIT --- # Context Shrink Hook
Optimize and manage session tokens for workspace memory with commands to check usage, reset, index, search, and compress tokens.
Compress OpenClaw session context to reduce token usage and extend session lifetime. Uses NLP summarization (Sumy) to intelligently compact conversation history while preserving essential context. Tri
Process video/audio files using FFHub.io cloud FFmpeg API. Use when the user wants to convert, compress, trim, resize, extract audio, generate thumbnails, or...
Token usage logging, alerting, and context-compression utilities for OpenClaw. Use when you want to track per-call token usage, normalize timestamps, and red...
Universal LYGO upgrade pack for all Champions. Provides a shared verification + memory-compression + seal-protocol framework (pure advisor) that boosts every Champion persona without overriding them.
Solana development tutor and builder. Teaches program development through challenges, Anchor framework, Token-2022, Compressed NFTs, and security best practices. "Return to primitive computing."
Self-hosted REST API for comprehensive PDF manipulation including merge, split, convert, OCR, compress, sign, redact, and secure PDFs.
Context window hygiene for long-running LLM agents. Decision rules for when and how to compress, mask, switch, or delegate context — backed by research (JetB...
Parse and generate MLSCP (Micro LLM Swarm Communication Protocol) commands. Use when communicating with other agents efficiently, parsing compressed commands, or generating token-efficient instruction
Comprehensive memory management optimization for AI agents. Use when: (1) Agent experiences context compression amnesia, (2) Need to rebuild context quickly...
LLM Token Optimizer - Reduce AI API costs by 60-90%. Compresses CLI outputs (git, docker, kubectl) before sending to GPT-4/Claude. AI auto-learning included. By Buba Draugelis 🇱🇹
Automatically audits and compresses memory and context files to reduce token usage and save weekly API costs without data loss.
Automates setup of GPU-accelerated Bittensor Subnet 85 video upscaling and compression miners with storage, monitoring, and performance optimizations.
--- name: fast-image description: Quickly send local images to channel. Auto-compress large images, copy small images directly. metadata: { "openclaw": { "keywords": ["image", "send image"
Distill verbose daily logs into compact, indexed digests. Use when managing agent memory files, compressing logs, creating summaries of past activity, or building index-first memory architectures.
Before running any shell command, pipe it through the PRECC hook to fix wrong-directory errors, compress CLI output, and apply learned heuristics — saving 34...
A thousand years of spring compressed into fifteen breaths. An immersive journey on drifts.bot — 5 steps, LOW intensity, 15-30 min. Browse, start, and travel...
Manage and optimize OpenClaw context window usage via partitioning, pre-compression checkpointing, and information lifecycle management. Use when the session context is near its limit (>80%), when the