Skill Directory

AI Skill Directory

Browse curated skills with source links, package snapshots, README assets and install signals in one calm, searchable catalog.

personjakexiaoAPI key: unconfirmed

mcm-c-modeler

Statistical/data-analysis modeling lead for COMAP MCM/ICM Problem C. Use when you need to interpret C题需求、检查题目数据是否足够/是否允许外生数据、制定可验证的统计/机器学习建模方案,并输出不确定性区间与稳健性分析。

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personjakexiaoAPI key: unconfirmed

mcp-local-rag

Provides score interpretation (< 0.3 good, > 0.5 skip), query optimization, and source naming for query_documents, ingest_file, ingest_data tools. Use this skill when working with RAG, searching docum…

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personjakexiaoAPI key: unconfirmed

meal-prep-assistant

Weekly meal prep and shopping assistant that selects 3 recipes with varied proteins, generates categorized shopping lists, and creates meal prep plans distinguishing Sunday prep from weeknight cooking…

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personjakexiaoAPI key: unconfirmed

memory-enhancement

Manage memory citations, verify code references, and track confidence scores. Use when adding citations to memories, checking memory health, or verifying code references are still valid.

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personjakexiaoAPI key: unconfirmed

memory-save

Execute when you see "[MEMORY_KEEPER]" in hook output. Follow the numbered steps exactly to save session memory.

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personjakexiaoAPI key: unconfirmed

mermaid-diagram-generator

Converts architecture descriptions, module specs, or workflow docs into Mermaid diagrams. Use when visualizing brick module relationships, workflows (DDD, investigation), or system architecture. Suppo…

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personjakexiaoAPI key: unconfirmed

meta-analyst-agent

AI self-improvement analyst. Tracks AI agent mistakes, analyzes failure patterns, and proposes system improvements. Implements continuous learning loop for trading system enhancement.

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personjakexiaoAPI key: unconfirmed

metaplex

Complete Metaplex Protocol guide for Solana NFTs and digital assets. Covers Core (next-gen NFTs), Token Metadata, Bubblegum (compressed NFTs), Candy Machine, Genesis (token launches), MPL-Hybrid, Insc…

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personjakexiaoAPI key: unconfirmed

mcp-configuration-skill

DEPRECATED - This skill references MCP servers that no longer exist in the codebase. The ConfigurationRegistry server was archived during MCP cleanup. Use native file system tools and flash-sidekick f…

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personjakexiaoAPI key: unconfirmed

mcp-tool

Understanding the Model Context Protocol (MCP) and how to use it in Claude Code. Use when user asks about MCP, Model Context Protocol, connecting external tools, MCP servers, or extending Claude's cap…

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personjakexiaoAPI key: unconfirmed

meeting-synthesizer

Processes meeting notes or transcripts to extract structured information. Use after meetings to quickly generate action items, capture decisions, and create follow-up tasks. Extracts: action items wit…

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personjakexiaoAPI key: unconfirmed

memory-graph

Persistent memory graph skill using the MCP Memory server

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personjakexiaoAPI key: unconfirmed

mentoring-developers

Frameworks for effective mentoring and knowledge transfer. Use for 1:1 meetings, pair programming, onboarding, teaching technical concepts, and developing junior engineers.

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personjakexiaoAPI key: unconfirmed

mermaid-optimize

Improve readability, consistency, and completeness of Mermaid diagrams. Use when Claude needs to optimize Mermaid diagrams for visual clarity, better layout, missing components, or standardization acr…

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personjakexiaoAPI key: unconfirmed

meta-prompt-mentor

An AI mentor framework that guides users to create efficient meta-prompts through 10+ top-tier prompt engineering methodologies (C.R.E.A.T.E., Perfect Prompt Framework, Rhetorical Methods, Structured …

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personjakexiaoAPI key: unconfirmed

microsims-index-generator

This skill generates a comprehensive index page for MicroSims in an intelligent textbook project. Use this skill when working with an MkDocs-based textbook that has MicroSims in a /docs/sims/ director…

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personjakexiaoAPI key: unconfirmed

mcp-expert

Model Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-s…

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personjakexiaoAPI key: unconfirmed

md2pdf

Convert Markdown files to beautifully styled PDFs with full Chinese font support. Use when: (1) Converting .md files to PDF format, (2) Creating printable documents from Markdown, (3) Generating book …

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personjakexiaoAPI key: unconfirmed

meme-factory

Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+ popular templates with custom text and stylin…

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personjakexiaoAPI key: unconfirmed

mermaid-export

Export Mermaid diagrams from documents to PNG images. MUST be run immediately after creating or editing any Mermaid diagram, BEFORE committing. Processes .md, .html, .mdx, .rst, .adoc files.

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personjakexiaoAPI key: unconfirmed

mermaid-tools

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…

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personjakexiaoAPI key: unconfirmed

metaxy

This skill should be used when the user asks to "define a feature", "create a BaseFeature class", "track feature versions", "set up metadata store", "field-level dependencies", "FieldSpec", "FeatureDe…

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personjakexiaoAPI key: unconfirmed

microsim-p5

Create an interactive educational MicroSim using the p5.js JavaScript library with distinct regions for drawing and interactive controls. Each MicroSim is a directory located in the /docs/sims folder.…

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