运行策略回测。当用户要求回测某个股票的策略时使用此技能。支持下载数据、配置策略、运行引擎并显示结果。
Debugging and troubleshooting guide for LlamaFarm. Diagnose service issues, ingestion failures, retrieval problems, and performance bottlenecks.
Schema-aware guidance for validating LlamaFarm configurations. Activates for llamafarm.yaml validation, config errors, schema reference.
REST API integration for LlamaFarm. Programmatic access to projects, chat, RAG, and datasets via HTTP endpoints.
Jira integration via jira-cli. Use when: searching issues, viewing issue details, creating issues, transitioning status, adding comments, logging work, managing sprints, managing boards, linking issues, formatting descriptions with wiki markup, converting Markdown to Jira format, or using bug/feature templates. Keywords: jira issue, jira ticket, jira format, wiki markup, jira syntax. Requires jira-cli installed via `brew install jira-cli`.
Use when you learn something worth preserving, complete a project milestone, discover user preferences, or need to recall past context - search before create, tag consistently, verify retrieval
Transform long-running AI tools into real-time SSE progress streams
MCP-free Todoist integration with GTD coaching. Uses Python CLI (todoist) to query Todoist API v1 directly. Provides semantic understanding of the user's GTD structure (outcomes as sections, team vs personal, 3-tier ontology), query patterns, and outcome quality coaching. Also handles weekly review orchestration and pattern detection. Triggers on 'clean up outcomes', 'team priorities', 'Q4 review', 'is this a good outcome', 'weekly review', 'am I overcommitting', 'check my patterns', 'should I take this on', 'I said yes to', 'another meeting', 'they asked me to', 'scope creep', 'this grew into', 'freedom score', or ANY Todoist-related task. (user)
Use this skill when you need to alter the PocketBase database schema - creating, updating, or deleting collections. Never write migration SQL by hand.
Manage GitHub issues in the current repository using the gh CLI. Use for issue triage, listing, viewing, creating, editing, commenting, closing, and reopening issues scoped to this repo only.
Create or modify API services extending BaseService. Use for business logic.
AI 驱动的市场调研工具。生成成百上千个「真实用户可能搜索」的长尾问题,用于 SEO、内容选题和产品痛点挖掘。
Fetches YouTube videos, extracts transcripts, generates AI summaries, and publishes to the Learning section of potatoblog. Use this when the user wants to add a YouTube video to the learning library.
Generate product management reports from completed features. Use for release notes, changelog, or feature documentation. Triggers on: pm report, release notes, changelog, what shipped, completed features, generate report.
Carmack-level plan review via RepoPrompt or Codex. Use when reviewing Flow epic specs or design docs. Triggers on /flow-next:plan-review.
Interview user in-depth about an epic, task, or spec file to extract complete implementation details. Use when user wants to flesh out a spec, refine requirements, or clarify a feature before building. Triggers on /flow-next:interview with Flow IDs (fn-1, fn-1.2) or file paths.
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
Research topics by verifying actual source content. Use when asked to research or study links and documentation.
Generate videos using Google Veo 3.1 API with presets, extensions, and cost controls
Detect stalled loops, log context, and halt gracefully
Scrapes and crawls web pages, converting them to clean markdown or structured JSON for LLM consumption. Use when needing to extract content from URLs, crawl entire websites, map site structure, search the web with scraping, or extract structured data from pages. Best for web scraping, site crawling, URL discovery, and converting web content to LLM-ready formats.
Provides SVC-specific valid/ready streaming interface patterns and common
Extract property data from Brevard County Property Appraiser GIS API including photos, valuations, and parcel details
Analyze V2EX topic threads by fetching the topic and replies via the V2EX API v2 and producing a structured written analysis. Use when asked to analyze a V2EX topic by ID, summarize a V2EX discussion, or extract insights from a V2EX thread; requires a V2EX Personal Access Token (V2EX_TOKEN) and the bundled fetch script.
Hey API による Backend API クライアント生成ガイダンス。SDK 関数、TanStack Query hooks、Zod スキーマの自動生成についての質問に使用。型安全な API 通信、認証付きクライアントの実装支援を提供。
Sets up reproducible development environments using Nix, devenv, and direnv. Manages secrets with SOPS and age encryption. Use when setting up dev environments, configuring project dependencies, or managing environment-specific secrets.
Builds and deploys containers using Podman. Covers multi-stage builds, rootless containers, Compose workflows, and systemd Quadlet integration. Use when creating Containerfiles, setting up container deployments, or configuring container orchestration.
Run the test suite for the Cartridge Controller monorepo. Use when validating changes, before committing, or when asked to run tests.
Dispatch a release using GitHub Actions. Use when asked to create a release, publish to npm, or start the release process.
Run full validation to ensure code is ready for merge. Use before merging PRs, when asked to validate readiness, or as a final check before requesting review.
Write TypeScript code to interact with and run Language Server Protocol (LSP) servers for codebase analysis, navigation, diagnostics, completions, refactoring, and code intelligence. Use when implementing LSP clients, analyzing code with language servers, finding definitions/references, getting diagnostics/type errors, performing renames/refactorings, or integrating language servers into tools.
Walk-forward analysis for trading strategies. Tests whether optimized parameters hold up on out-of-sample data. Use when checking parameter robustness, detecting potential overfitting, or validating a backtest.
Validate changesets in openai-agents-js using LLM judgment against git diffs (including uncommitted local changes). Use when packages/ or .changeset/ are modified, or when verifying PR changeset compliance and bump level.
Syncs skill metadata to AGENTS.md Auto-invoke sections. Trigger: When updating skill metadata (metadata.scope/metadata.auto_invoke), regenerating Auto-invoke tables, or running ./skills/skill-sync/assets/sync.sh (including --dry-run/--scope).
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
Annotation and documentation protocol for rapid-iteration projects (“vibe coding”). Enforces Google Docstring Style plus comment-as-contract: consistency with signatures/types, explicit pre/post-conditions, units/frames/conventions, and rich implementation comments. Use Notes with ASCII + pseudocode for complex algorithms.
Generate QR codes from URLs displayed in terminal. Use when user wants to create a QR code from a URL, link, or web address. Triggers on /qr-code commands.
Generate secure random passwords or memorable passphrases. Use when user needs a password, passphrase, secret key, or asks for help creating secure credentials.
Coordinate tasks between multiple Claude agents using atomic claims. Use this skill to claim tasks from the backlog, check task status, and mark tasks complete.
Minimum Safe Version calculator for Windows software. USE WHEN user needs safe software versions OR user asks about vulnerability-free versions OR user mentions patching decisions OR user wants minimum version to upgrade to OR user asks about KEV vulnerabilities for specific software. Queries CISA KEV, VulnCheck, AppThreat, EPSS to determine lowest version free of known-exploited vulnerabilities.
Systematic test debugging with 5-phase investigation workflow. Use when debugging test failures, investigating complex errors, or when AI consultation would help. Uses native test commands with optional AI consultation for complex failures.
WurstScript installation, project setup, build configuration, dependency management, and VSCode extension usage for Warcraft 3 modding
Design Hue light effect presets for the hue-midi streaming engine. Use when creating new effects, modifying existing presets, or implementing gradient-aware light animations. Covers EffectPreset interface, ColorUtils, Palettes, and Hue Entertainment safety guidelines.
Scheduled functions and cron jobs in Convex. Use when setting up recurring tasks, cleanup jobs, data syncing, scheduled notifications, or any background automation that runs on a schedule.
HTTP actions for webhooks and API endpoints in Convex. Use when building webhook handlers (Stripe, Clerk, GitHub), creating REST API endpoints, handling file uploads/downloads, or implementing CORS for browser requests.
Creates n8n workflows following UZ AI Factory patterns. Includes templates for pain scanning, MVP generation, and social publishing.
Manage Jira issues, transitions, and worklogs via the Jira Cloud REST API.
Expert technical consultant for neuro-symbolic AI research combining formal logic, natural-language-to-logic translation, and constraint solving to improve LLM-based reasoning. Explains background material with references, surveys recent literature with citations (ICML/NeurIPS/ICLR), brainstorms ideas, inspects GitHub repos, and implements high-quality Python code.
Use when adding new scales, modes, or chord types to MusicTheory - ensures correct interval math, proper categorization, and sharp/flat preferences based on music theory conventions
Transform a content summary into a publication-ready newsletter blurb in TLDR style. Use when you have a synthesized summary that needs to be formatted for newsletter distribution.
Automatically generates deployment-ready Microsoft Sentinel Analytic Rule ARM templates from KQL queries with intelligent MITRE mappings, entity extraction, and metadata generation
MUST BE USED PROACTIVELY when user reads/checks/reviews/analyzes any .kql file, writes KQL queries, or works with Microsoft Sentinel/M365 Defender detection rules. Invoke IMMEDIATELY when .kql file extension detected. Expert in query optimization, schema validation, and best practice compliance.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Select and curate high-quality stock images from Freepik API for website templates and industry-specific content
Extract, decode, and query iMessage conversations from macOS chat.db. Use when user needs to access iMessage history, export conversations, search messages, decode attributedBody fields, convert Apple timestamps, or create clean SQLite databases from iMessage data. Handles NSKeyedArchiver decoding, artifact cleanup, and schema navigation.
Create exceptional developer documentation for open source projects. Use when: (1) Writing README files, (2) Creating API documentation, (3) Building getting-started guides, (4) Writing tutorials or how-to guides, (5) Documenting CLI tools, (6) Analyzing a codebase to derive features for documentation. Produces docs that are concise yet complete, scannable, and user-oriented.
Use this skill when creating new Claude Code skills from scratch, editing existing skills to improve their descriptions or structure, or converting Claude Code sub-agents to skills. This includes designing skill workflows, writing SKILL.md files, organizing supporting files with intention-revealing names, and leveraging CLI tools and Node.js scripting.
Discord.js Botを使ったロール管理・リアクションイベント処理
List installed Android emulators (AVDs). Use when you need to check available emulators before starting one.
List connected Android devices and emulators. Use when you need to check available devices for deployment or debugging.
Navigate codebases efficiently using structural indexes. Use when finding symbol definitions (classes, functions, methods), exploring file structure, or locating code by name. Reduces token consumption by 60-80% through targeted line-range reads instead of full file scans.
生成基于场景的技术方案报告。当用户需要整理技术方案、撰写技术报告、对比方案优劣势、准备售前材料时使用。支持推理框架性能评估(TTFT、TPOT、并发、吞吐量)。
프로젝트의 배포 인프라를 자동으로 감지합니다
Configures Node.js + Jest + SQLite testing environment. Invoke when setting up backend testing or resolving SQLITE_BUSY errors in test environments.
Configures React + Jest testing environment. Invoke when setting up unit tests for React applications or resolving testing configuration issues.
Tests Ant Design components in Jest environment. Invoke when testing React apps using Ant Design components or handling Form, message, Modal components.
Check and address PR review comments from Bitbucket Data Center
Quickly detect Git repository paths in local environments. Use when referencing another repository or absorbing directory layout differences across developers. Triggered by requests like "find repository", "locate repo", "repository location", "search path", "reference another repository".
A collection of tools for product management tasks, including customer interview analysis and feature prioritization.
Guide for incrementally upgrading Nx library peerDependencies from Angular 15 to support both 15 and 16. Use when upgrading Angular libraries in a monolith, making libs dual-compatible, or preparing for Angular 16 migration.
Fetch YouTube videos and extract actionable investment insights from VC/investor transcripts across 4 dimensions - strategy, decision logic, branding, org management. Use when analyzing fund partner interviews, downloading VC videos, or generating investment learnings.
Fetch and analyze X/Twitter posts to extract AI keyword trends, sentiment distribution, and executive summary. Use when tracking AI industry discussions, generating sentiment reports, or analyzing AI model/product mentions. Also use when user asks to fetch/crawl/grab latest X content.
Build code from GitHub issue specifications. Implements in chunks with tests after each chunk. Uses just commands for quality gates. Creates self-contained modules.
Use when setting up GitHub Actions CI/CD for pull request checks - provides workflow templates for Python, JavaScript, and polyglot projects that run quality gates on every PR
This skill should be used when the user asks to "run codex", "use codex CLI", "delegate to codex", "codex resume", or "continue with codex". Executes tasks via OpenAI Codex CLI with model selection, reasoning effort configuration, and session management.
Essential framework for creating solid Veo 3 prompts. Use when constructing video prompts, validating prompt completeness, or teaching prompt structure. Defines 8 mandatory components (Subject, Setting, Action, Style/Genre, Camera/Composition, Lighting/Mood, Audio, Constraints) that every prompt must include for professional results.
Manage Python projects and dependencies using UV, the ultra-fast Rust-based package manager. Use when creating Python projects, managing dependencies, or running Python scripts.
以需求、设计、任务三阶段进行规格驱动开发,把模糊功能想法转化为可实现、可验证的规范与计划;适用于复杂功能、多组件集成、高风险项目、团队协作、AI 辅助开发与知识沉淀;不适用于简单 bug 修复、快速实验原型、紧急热修复或成熟模式下不确定性很低的改动。
Network configuration for Bazzite. iwd WiFi backend, Wake-on-LAN, and Tailscale VPN. Use when users need to configure network services. For SSH, see bazzite-ai:config.
Distrobox container management for Bazzite. Create containers from manifests, custom containers, app-specific containers (brew), and DaVinci Resolve installation. Use when users need to work with distrobox containers.
Control Reachy Mini robots by Pollen Robotics. Use when building apps, controlling robot movement (head, antennas, body), accessing camera/audio, or integrating with LLMs. Triggers on requests involving Reachy Mini SDK, robot control, head pose matrices, or ReachyMiniApp development.
Read, create, edit, and review spreadsheets; manage formulas, formatting, and comments. Use when users mention Excel, xlsx, spreadsheets, or spreadsheet automation.
Clean up local git branches marked as [gone] (deleted on remote but still exist locally). Use when the user wants to clean up stale branches, remove gone branches, or delete branches that no longer exist on remote.
User dashboard page
This skill should be used when Claude needs to create structured, educational summaries of YouTube videos. Use this skill when the user requests a video summary, content analysis, or learning-focused breakdown of YouTube content. The skill integrates youtube-video-info and youtube-transcript skills to gather video data and transcripts, then generates comprehensive summaries following a specific educational format with key topics, insights, data-based analysis, and exploratory questions.
This skill should be used when extracting voice profiles from sample text, creating voice documentation, or matching a specific writing style. It applies when users provide sample text and want to capture the voice for future use.
Set up a fresh Ubuntu VPS for web development with Node.js, Python, Nginx, PM2, SSL, and security hardening. Use when setting up a new server, configuring web hosting, deploying apps, or helping users create a development playground server.
Extract design data from Figma files using REST API scripts. Includes frame extraction, metadata retrieval, screenshots, design token extraction, annotations, and FigJam content for design-to-code workflows.
Manage Temporal workflows: server lifecycle, worker processes, workflow execution, monitoring, and troubleshooting for Python SDK with temporal server start-dev.
Setup scripts for React+Vite, Astro, and Next.js projects with design system integration
Meta-skill for creating standardized skills following COR-AFP-NTP protocol
Patterns for launching and managing parallel subagents efficiently.
Use when resolving PR review threads. Enforces that all threads are marked resolved before completion.
Use to run static analysis tools (linters, type checkers) to catch dead code, shadowed variables, and type issues before code review
使用 akshare、pandas、matplotlib、pillow 分析A股公司财务状况,生成多维度可视化图表
Generate and post-process UI icons (PNG) with OpenAI: create a structured design brief, generate a transparent icon body, enforce single-color/alpha rules, and optionally add a rounded background tile. Use for app/category icon generation, prompt template tuning, and background/crop/alpha troubleshooting.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
TinyAudioBoot firmware upload workflow using WAV audio files instead of traditional ISP programming. Covers hex2wav conversion and audio upload troubleshooting.
PlatformIO CLI build system for embedded development. Covers installation, PATH issues, common commands, and project configuration.
Workflow for building and publishing MCP server containers