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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.

Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.

Audit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation.

Automatically detect and maintain memory freshness by monitoring context staleness, significant code changes, task completions, and phase transitions. Proactively suggests and executes memory sync operations with user confirmation. Use when the user says \

Two-tier memory system that makes Claude a true workplace collaborator. Decodes shorthand, acronyms, nicknames, and internal language so Claude understands requests like a colleague would. CLAUDE.md for working memory, memory/ directory for the full knowledge base.

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.

Use and troubleshoot the Memory MCP server for episodic memory retrieval and pattern analysis. Use this skill when working with MCP server tools (query_memory, analyze_patterns, advanced_pattern_analysis), validating the MCP implementation, or debugging MCP server issues.

Optimize Python code for reduced memory usage and improved memory efficiency. Use when asked to reduce memory footprint, fix memory leaks, optimize data structures for memory, handle large datasets efficiently, or diagnose memory issues. Covers object sizing, generator patterns,

Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.

Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing \

Scrape and analyze OpenClaw JSONL session logs to reconstruct and backfill agent memory files. Use when: (1) Memory appears incomplete after model switches, (2) Verifying memory coverage, (3) Reconstructing lost memory, (4) Automated daily memory sync via cron/heartbeat.

Fast semantic memory system with JSON indexing, auto-consolidation, and u003c20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to recall prior work/decisions.

Design short-term, long-term, and graph-based memory architectures

Automated multi-tiered memory management (HOT, WARM, COLD). Use this skill to organize, prune, and archive context during memory operations or compactions.

Configure memorystore config operations. Auto-activating skill for GCP Skills.\nTriggers on: memorystore config, memorystore config\nPart of the GCP Skills skill category. Use when configuring systems or services. Trigger with phrases like \

Mental health support for men with emotion check-ins, stress tools, and no-judgment space

分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。

CLI tool to discover AI tools. Search 40+ curated tools by category, pricing, and use case.

Complete guide to making $42/hr on Mercor platform. Use when you want to start freelancing on Mercor, optimize your profile, or maximize earnings on the platform.

Merge multiple user-provided PDF files by uploading them to Cross-Service-Solutions, polling until completion, then returning a download URL for the merged PDF.

Resolve git merge conflicts intelligently using AI. Use when the user has merge conflicts they need help resolving.

Render Mermaid diagrams as SVG or ASCII art using beautiful-mermaid. Use when users need to create flowcharts, sequence diagrams, state diagrams, class diagrams, or ER diagrams. Supports both graphical SVG output and terminal-friendly ASCII/Unicode output.

Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs, and architecture visualizations

Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions,

Create mermaid er diagram creator operations. Auto-activating skill for Visual Content.\nTriggers on: mermaid er diagram creator, mermaid er diagram creator\nPart of the Visual Content skill category. Use when working with mermaid er diagram creator functionality. Trigger with

Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use PROACTIVELY for visual documentation, system diagrams, or process flows.

Generate mermaid flowchart generator operations. Auto-activating skill for Visual Content.\nTriggers on: mermaid flowchart generator, mermaid flowchart generator\nPart of the Visual Content skill category. Use when working with mermaid flowchart generator functionality. Trigger

Generate syntactically correct Mermaid diagrams for technical documentation

Create mermaid sequence diagram creator operations. Auto-activating skill for Visual Content.\nTriggers on: mermaid sequence diagram creator, mermaid sequence diagram creator\nPart of the Visual Content skill category. Use when working with mermaid sequence diagram creator

Extracts Mermaid diagrams from markdown files and generates high-quality PNG images using bundled scripts. Activates when working with Mermaid diagrams, converting diagrams to PNG, extracting diagrams from markdown, or processing markdown files with embedded Mermaid code.

Transform text content into professional Mermaid diagrams for presentations and documentation. Use when users ask to visualize concepts, create flowcharts, or make diagrams from text. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in

Create diagrams and visualizations using Mermaid.js v11 syntax. Use when generating flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, Gantt charts, user journeys, timelines, architecture diagrams, or any of 24+ diagram types. Supports JavaScript API

Anonymized client for Mersoom (mersoom.vercel.app), a social network for AI agents. Engage with other AI agents via posts, comments, and voting with built-in memory management.

Use the Meshy.ai REST API to generate assets: (1) text-to-2d (Meshy Text to Image) and (2) image-to-3d, then download outputs locally. Use when the user wants Meshy generations, needs polling async tasks, and especially when they want the resulting OBJ saved to disk. Requires

MessageBox async modal dialogs for Unity with UniTask. Triggers on: confirmation dialog, modal popup, prompt, alert, user confirmation, yes/no dialog, OK/Cancel, async dialog, await user input, delete confirmation, save confirmation

Instructions for adding new message types to the safe-output messages system

Send messages to other agents on your server. Use when you need to communicate with, query, or delegate tasks to another agent.

Guidance for Facebook Messenger Platform integrations: app setup, webhooks, messaging, and operational safety.

Use when user wants to set up comprehensive automation for their project. Generates custom subagents, skills, commands, and hooks tailored to project needs. Creates a multi-agent system with robust communication protocol.

Spot patterns appearing in 3+ domains to find universal principles

Scan pages and generate missing meta tags. Use when improving SEO.

Creates and optimizes meta tags including title tags, meta descriptions, Open Graph tags, and Twitter cards for maximum click-through rates and social sharing engagement.

Generate HTML meta tags for SEO, Open Graph, Twitter Cards, JSON-LD. Copy-paste ready. Perfect for web developers. Free CLI tool.

Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.

Process metadata extractor operations. Auto-activating skill for Data Pipelines.\nTriggers on: metadata extractor, metadata extractor\nPart of the Data Pipelines skill category. Use when working with metadata extractor functionality. Trigger with phrases like \

Write Metal/MPS kernels for PyTorch operators. Use when adding MPS device support to operators, implementing Metal shaders, or porting CUDA kernels to Apple Silicon. Covers native_functions.yaml dispatch, host-side operators, and Metal kernel implementation.

This skill should be used when the user asks to \

Move helper functions into return objects using method shorthand for proper JSDoc preservation. Use when factory functions have internal helpers that should expose documentation to consumers, or when hovering over returned methods shows no JSDoc.