Skill Directory

AI Skill Directory

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

personjakexiaoNo key required

stock_watch

**Stock Picker Assistant**. Manages the user's selected stocks through built-in stock services and queries real-time market conditions.

download15deployed_codestar0
personjakexiaoNo key required

pdf-processing-anthropic

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rota…

download15deployed_codestar181
personjakexiaoNo key required

clean-content-fetch

Clean content fetch for modern web pages, article extraction, WeChat article capture, content cleanup, noise reduction, and markdown output when ordinary fetch is not clean enough.

download15deployed_codestar0
personjakexiaoNo key required

"read-doc"

Precise document retrieval agent. It is automatically invoked when project documentation needs to be read, using index location + grep for preliminary file screening + full content understanding, and …

download15deployed_codestar1
personjakexiaoNo key required

retrieval-search-orchestration

Use when designing retrieval strategies for querying knowledge graphs in RAG systems. Invoke when user mentions retrieval strategy, search orchestration, global-first retrieval, local-first retrieval,…

download15deployed_codestar38
personjakexiaoNo key required

Spc

Implement SPC charting, process capability analysis, and control chart interpretation. Covers control chart selection, capability indices, and out-of-control rules. USE WHEN user says 'SPC', 'Cpk', 'P…

download15deployed_codestar127
personjakexiaoNo key required

android-dfm

Create Android dynamic feature modules with Gradle, Koin DI, Navigation registration. Use for new features, modularization, feature flags.

download15deployed_codestar127
personjakexiaoNo key required

big-data

Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads

download15deployed_codestar123
personjakexiaoNo key required

novel-architect

Stepwise scaffolding, brainstorming, and draft-generation for literary novels using interactive interviews. TRIGGERS - Use this skill when user says: - "create a novel project" / "start a new novel" -…

download15deployed_codestar1
personjakexiaoNo key required

Content-Judge

Blockbuster Structure Disassembler (Content-Judge) - Analyzes and determines whether the content structure is worth reusing. This skill is used when users need to analyze blockbuster content, disassem…

download15deployed_codestar9
personjakexiaoNo key required

ddg-search

Web search without an API key using DuckDuckGo Lite via web_fetch. Use as a fallback when web_search fails with missing_brave_api_key error, or whenever you need to search the web and no search API is…

download15deployed_codestar0
personjakexiaoNo key required

nano-image-generator

Generate images using Nano Banana Pro (Gemini 3 Pro Preview). Use when creating app icons, logos, UI graphics, marketing banners, social media images, illustrations, diagrams, or any visual assets. Su…

download15deployed_codestar123
personjakexiaoNo key required

prioritize

Prioritize tasks and issues to determine what to work on and in what order. Use after identification, when planning work, or when unsure what to do next. This is the third system in the 5-system frame…

download15deployed_codestar127
personjakexiaoNo key required

ue

UE (user experience engineering) skill for defining end-to-end user experience behavior and interaction logic. Use for tasks like flow design, interaction models, state machines, error recovery, input…

download15deployed_codestar127
personjakexiaoNo key required

skill

TODO: Brief description of what the Skill does and when to use it

download15deployed_codestar127
personjakexiaoNo key required

biomni

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biome…

download15deployed_codestar123
personjakexiaoNo key required

note-writer

Writes Obsidian-compatible learning notes in a Skill format. Use when needing references, keywords, concept organization, note creation, and knowledge consolidation. Supports various inputs such as te…

download15deployed_codestar2
personjakexiaoNo key required

memory-remember

Store a memory. Auto-triggered when new preferences, decisions, or milestones are discovered, or when a conversation ends.

download15deployed_codestar3
personjakexiaoNo key required

superdesign-prompt-library

Query and retrieve Superdesign prompt-library entries (style prompts, layout prompts, and component prompts) from a local JSONL export. Use when you need reusable UI prompt building blocks or want to …

download15deployed_codestar0
personjakexiaoNo key required

wxgzh

WeChat Official Account article publishing tool. Use the wxgzh CLI to publish Markdown articles to the official account's draft box. Trigger scenarios: user wants to post an official account article, …

download15deployed_codestar9
personjakexiaoNo key required

hrbp

HRBP skill for organizational planning, hiring support, performance and talent reviews, employee relations, and people-process playbooks. Use for tasks like role design, competency models, interview r…

download15deployed_codestar127
personjakexiaoNo key required

agent-coordination

Agent assignment matrix, blocker escalation, and TDM coordination patterns. Use when assigning work to specialists, managing blockers, or coordinating multi-agent workflows.

download15deployed_codestar127
personjakexiaoNo key required

Automated Test-Fix Loop

Pattern for automated testing with GitHub issue creation and Claude Code auto-fixing. Creates Test → Fail → Issue → Fix → Repeat cycle until tests pass.

download15deployed_codestar123
personjakexiaoNo key required

book-ideation

Develop raw book ideas into structured nonfiction book concepts. Use when the user wants to develop a book idea, has brainstorm documents to refine into a book concept, wants to articulate a book's th…

download15deployed_codestar123