Indexed by skills.sh from patternsdev/skills

Prevent context overflow with automatic session truncation and memory preservation.

Intelligent context compression for OpenClaw agents. Applies Cornell-MapReduce methodology to preserve information quality while reducing token cost by 60-80...

Memory management system powered by ReMe. Enables cross-session memory persistence, automatic user preference application, and intelligent context compressio...

Use this skill whenever the conversation context is getting long, when a user asks to "compress", "summarize", or "clean up" the conversation, or when you de...

Use this skill whenever the conversation context is getting long, when a user asks to "compress", "summarize", or "clean up" the conversation, or when you de...

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentio...

Indexed by skills.sh from sickn33/antigravity-awesome-skills

Detect behavioral drift in persistent AI agents after context compression events. Use when a long-running agent has compressed its context (compaction, trunc...

Recommends context compression strategies for bloated or quota-heavy sessions

Integrated memory management and extreme context compression for OpenClaw. Combines memory management, compression, search, and automation in one unified skill.

Physics-based lossless compression for AI output — prose AND structured data. Strips 60-98% of tokens with zero information loss. Prose mode compresses reaso...

Compress prompts for Claude Code and Cursor CLI. Reduces tokens by removing filler words and abbreviating terms. Self-contained, no external dependencies req...

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. Triggers on mentions of session compression, token reduction, context cleanup, o…

Persistent context survival for OpenClaw. Writes file-based anchors to memory/anchors/ to preserve critical context across sessions. Reads MEMORY.md and dail...

See exactly what's eating your context window. Analyzes prompts, conversations, and system instructions to show where every token goes. Actionable compressio...

Compresses older OpenClaw agent session history into a bounded, lane-change-aware context capsule — keeps recent messages verbatim, flags abandoned directions, quarantines injected instructions, and redacts secrets. Local, deterministic, any model.

Handle archive/compression tasks including compressing, extracting, archiving, packaging, listing contents, and viewing files. Supports formats: zip, tar, gz...

Google Draco 3D geometry compression library. Compresses and decompresses 3D meshes and point clouds, with glTF, Three.js, and Unity integration.

Automates weekly memory compression per agent in OpenClaw, consolidating daily notes into domain-specific long-term files without manual setup.

Zip / Unzip - File Compression < 100MB: Compress/decompress large archives. Use when an agent needs zip / unzip file compression < 100mb, zip unzip file comp...

Zip / Unzip - File Compression < 10MB: Compress/decompress zip and gzip. Use when an agent needs zip / unzip file compression < 10mb, zip unzip file compress...

Pure Python memory manager for preserving and retrieving multi-layered AI memories across sessions, topics, and time without external dependencies.

Compress files to reduce storage and transfer size. Use this skill when users ask to shrink PDFs or images, optimize upload/share size, or balance quality an...

Automatically compresses images exceeding Telegram's 10MB limit by resizing width, adjusting quality, and preserving the original file with a new name.

Compresses verbose responses by removing filler and framing to save 200-400 tokens

Compress prompt files locally before iterative AI loops to reduce input tokens, with backup and undo support, for Ralph-style loops and token-billed providers.

Activate when: user says 'this will take years', 'we need to build this from scratch', 'we don't have the resources to move faster', 'how do we compress our...

TurboQuant+ compresses llama.cpp KV caches on Apple Silicon up to 6.4x with minimal quality loss, enabling larger models and longer contexts efficiently.

RTK (Rust Token Kit) - CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Use rtk to wrap commands like git, ls, cat, grep, test...

For client and program development on Solana ~160x cheaper and without rent-exemption for per-user state, DePIN registrations, or custom compressed accounts....

Indexed by skills.sh from himself65/finance-skills

Indexed by skills.sh from zc277584121/marketing-skills

Indexed by skills.sh from bobmatnyc/claude-mpm-skills

Same skill compression power in half the context — 975 tokens vs 2,500.

Skill compression reminder in 100 tokens — just trigger, action, result.

Complete skill compression documentation — all options, modes, and calibration details (~2,500 tokens).

Automatic context compression for OpenClaw sessions. Summarizes long conversations into structured digests (decisions, facts, pending items, technical detail...

Deterministic memory/context pipeline with semantic retrieval checks, compression/lint, safe fallback, and memory watchdog.

Fit more skills in your context window — compress without losing what matters.

Semantic conversation compressor — intelligently summarize long chat history while preserving key decisions, facts, and context.

Bilingual EN/ZH project memory workflow for start work, checkpoint, wrap-up, and handoff. Maintains project-local Docs/ notes with target, metadata, status,...

Organize, compress, and curate OpenClaw memory without polluting permanent memory. Use when the user wants to compress memory files, clean dated memory notes...

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding…

Use this skill when managing long-context conversations and tasks. Provides intelligent compression, key extraction, context enhancement, memory retrieval, a...

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 agent experiences "memory loss" after compaction, or when aiming to reduce t…

Manage and optimize OpenClaw context window usage via partitioning, pre-compression checkpointing, and information lifecycle management. Use when the session...

Reduce token usage in AI agent systems (Claude Code, OpenClaw, GPT Codex, Cursor, Windsurf, Aider, etc.) by applying context compression, selective loading,...

Manage and optimize OpenClaw context window usage via partitioning, pre-compression checkpointing, and information lifecycle management. Use when the session...

Install, configure, and operate the TokenRanger OpenClaw plugin. Use when you want to reduce cloud LLM token costs by 50-80% via local Ollama context compres...

Pre-process prompts through 3 compression layers before sending to paid APIs. Uses a local Ollama model to intelligently compress messages and summarize hist...

Structured output compression for AI agents. Dramatically reduces token cost on structured data (evals, decisions, routing, policies, media summaries). Desig...

Optimizes OpenClaw token usage via multi-level compression, semantic deduplication, and adaptive token budgeting to reduce API costs and memory footprint.

Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when use...

Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URL...

Physics-derived reasoning engine for AI models. Replaces RLHF default behavior with self-governing reasoning grounded in finite-witness physics. 50 named bia...

Compress and convert images and videos using ffmpeg. Use when the user wants to reduce file size, change format, resize, or optimize media files. Handles com...

Automated soul synthesis for AI agents. Extracts identity from memory files, promotes recurring patterns to axioms (N>=3), generates SOUL.md with full proven...

Complete memory system for OpenClaw agents. Combines enhanced memory management (WAL protocol, type classification, temporal decay, session cache) with conte...

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...

Comprehensive memory management optimization for AI agents. Use when: (1) Agent experiences context compression amnesia, (2) Need to rebuild context quickly...

Reduce LLM API token consumption by 20-35% through pre-send estimation, memory extraction, and context compression.

Ultimate cost optimization toolkit for OpenClaw/Claude Code. Smart model routing, context compression, heartbeat tuning, usage reports, config generation — s...

Automated hierarchical memory compression system that prevents context overflow through daily→weekly→monthly→core compression. Use when you need (1) long-ter...

Radial memory architecture for AI agents — infinite persistent memory with hierarchical compression. Never deletes, only compresses. Origin always in context...

Multi-tool vision context compression for LYGO (Anthropic, OpenAI, Grok/xAI, Gemini). Use before stuffing huge prompts or logs into pay-to-go APIs. Requires...

Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agents need to detect compression risk before memory loss, save context snapshots, search historical memories, or track memory usage patterns. Never lose context again.

Java/Maven single-module deep documentation generator. Generates L3(file-level) to L2(module-level) business logic docs for specified module. Supports multi-subagent parallel processing, context compression, checkpoint resume, and auto-retry.

Enforces token quota management at session start with conservation and compression checks. Use at the start of every session or before large context loads

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 context limits, costs are climbing, or you want proactive token optimization…

Claw Compactor v6.0 — 50%+ savings through rule-based compression, dictionary encoding, session observation compression, and progressive context loading.

Pure Python memory management with four-layer decay, context compression, extraction, vector retrieval, and self-improving features for AI agents without ext...

Use when session files grow too large (>1MB), context compression fails to trigger, or you need to manage long-running session lifecycle. Auto-archives old s...

Official Whisper Context skill for OpenClaw. Cuts context tokens via delta compression + caching, and adds long-term memory across sessions.

Automatically detects and manages the active project context based on user messages to provide relevant project-aware assistance.

Dynamic context preprocessor for OpenClaw agents. Selects relevant memory, collapses timelines, detects forbidden patterns, and injects task-specific context...

Maintains and transfers context across sessions, models, and time to avoid repeating information on every new interaction or model switch.

Optimize OpenClaw agent context files by reducing token usage 30-50% with backups, preview, rollback, and preserving core functionality on request.

Use Context Hub (chub) to fetch versioned API docs/skills before coding, then persist learnings with annotations.

Caches and manages frequently used context fragments to avoid redundant processing by saving, listing, and clearing cached data.

Skill that restores conversation context when users want to "continue where we left off".

Continuous session event recording for inter-session memory survival. Use when you want to persist conversation context between sessions, prevent memory loss...

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentio...

Fetches recent Telegram messages at session start to maintain conversation context across sessions, with toggle and manual fetch commands.

AI Compact Protocol (AICP) - Token-efficient wire format for AI-to-AI communication with glossary compression. Reduces token usage by 50-65% for agent chatter.

Compress academic abstracts to meet strict word limits while preserving key information, scientific accuracy, and readability. Supports multiple compression...

Backup and restore files with compression and encryption. Use when user needs to backup important files, create scheduled backups, sync folders, encrypt sens...

Generate and edit images using Nano Banana (Gemini-3-Pro-Image-Preview) API. Handles automatic base64 encoding/decoding, image compression, and Discord integ...

Automates setup of GPU-accelerated Bittensor Subnet 85 video upscaling and compression miners with storage, monitoring, and performance optimizations.

Use this skill when the user wants a long-form book summarized in the user's preferred language at an explicitly verified 20 percent compression ratio, with...

Local KV Cache compression for LLMs using low-rank decomposition and INT8 quantization to reduce GPU memory by 2-4x during inference.

OpenClaw Boost enhances OpenClaw efficiency with cost tracking, memory management, compression, permission control, and task coordination tools.

Create, inspect, process, and optimize image files and visual assets with reliable format choice, resizing, compression, color-profile, metadata, and platfor...

Generate, compress, and save .excalidraw.md drawings for the Obsidian Excalidraw plugin with proper element-bound arrows, LZ-String compression, and tree/flo...

FFBox multimedia transcoding tool integration. FFmpeg-based GUI for video/audio/image format conversion, compression, filtering, batch media processing with...

Apache Feather/Arrow IPC format reference. V1 vs V2 format differences, pyarrow.feather read/write with compression, R arrow package integration, Arrow type...

Create, inspect, process, and optimize image files and visual assets with reliable format choice, resizing, compression, color-profile, metadata, and platfor...

Compress PNG, JPEG, WebP images using TinyPNG/Tinify free web API. No API key required, no login needed. Supports single/batch/directory compression with aut...