Find the perfect capability for your agent.
answer questions about pythongo code, docs, callbacks, errors, modules, functions, marketcenter, paramsmap, instrument_id, exchange, kline data, and strategy examples. use when the user asks about pythongo implementation, behavior, interfaces, usage, installation, faq, or wants pythongo code examples based on the bundled codebase, docs_indexed, docs_normalized, examples.md, and pyi reference markdown files.
Generate reply drafts for a single GitCode issue with similar-issue references; maintainer reviews before posting. Use when user asks to reply to or comment on an issue and provides a GitCode issue link; do not use when user only wants to fetch or query issue data. 针对单个 GitCode Issue 生成回复草稿（含相似 Issue 参考），维护者审阅后可发送评论；仅当用户要回复或评论且提供链接时使用，仅获取或查询 issue 信息时勿用。Python 3.7+ standard library only.
Generate release notes for GitCode repositories from commits (by tag range or since-date), grouped as feat/fix/docs/other, output Markdown for Release pages. 按 tag 区间或日期拉取提交并生成版本发布公告 Markdown。Python 3.7+ standard library only.
MicroPython on-device algorithms — PID controller, moving average, Kalman filter, state machine, task scheduler, data logger.
Visual analysis and diagnostic tools to help machine learning model selection. ml-visualizer, python, anaconda, estimator, machine-learning, matplotlib.
Track US congress member and politician stock trades in real-time using the Quiver Quant API. Syncs trades to a local SQLite database, detects new significant trades above 15K, and sends alerts via OpenClaw messaging. Only requires Python with the requests library and a QUIVER_API_KEY environment variable. Use when setting up congressional trade monitoring, politician stock trade alerts, insider trading surveillance, or tracking what senators and representatives are buying and selling.
Quality audit for merged GitCode PRs: sample by time range or repo list, check compliance (labels, comments, tests, size, etc.), output table. Use when user asks to 抽检/质量检查 已合入的 PR 规范性、多仓库 PR、或 将结果整理成表格. Multi-repo (owner/repo). Python 3.7+ stdlib only.
MicroPython sensor reading — DHT11/22, BME280, MPU6050, ADC, ultrasonic HC-SR04, photoresistor, generic I2C sensors.
Python coding guidelines and best practices. Use when writing, reviewing, or refactoring Python code. Enforces PEP 8 style, syntax validation via py_compile, unit test execution, modern Python versions only (no EOL), uv for dependency management when available, and idiomatic Pythonic patterns.
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.
Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.
Security audit and vulnerability scanner for AI agent skills before installation. Use when: (1) evaluating a skill from an untrusted source, (2) auditing a skill directory or git repo URL for malicious code, (3) pre-install security gate for Claude Code plugins, OpenClaw skills, or Codex skills, (4) scanning Python scripts for dangerous patterns like os.system, eval, subprocess, network exfiltration, (5) detecting prompt injection in SKILL.md files, (6) checking dependency supply chain risks, (7) verifying file system access stays within skill boundaries. Triggers: "audit this skill", "is this skill safe", "scan skill for security", "check skill before install", "skill security check", "skill vulnerability scan".
Senior Python Developer operating in strict mode. Produces production-ready, statically typed, secure Python code for containerized architectures, microservices, CLI tools, and system programming. Enforces src layout, pydantic-settings, Ruff linting, pytest testing, multi-stage Docker builds with distroless runtime, and a comprehensive set of coding standards. Reasoning is output in Russian; code and comments in English. Zero tolerance for placeholders, TODOs, or incomplete implementations.
AppFlowy Cloud/GoTrue API 的认证与调用流程（获取 token、workspace/文档/数据库/搜索等）。在本仓库用 Python 编写或调试 AppFlowy API 客户端、脚本、自动化或排查接口问题时使用。
Python language server (Pyright) providing static type checking, code intelligence, and LSP diagnostics for .py and .pyi files. Use when working with Python code that needs type checking, autocomplete suggestions, error detection, or code navigation.
Automate Xiaohongshu (RedNote) content operations using a Python client for the xiaohongshu-mcp server. Use for: (1) Publishing image, text, and video content, (2) Searching for notes and trends, (3) Analyzing post details and comments, (4) Managing user profiles and content feeds. Triggers: xiaohongshu automation, rednote content, publish to xiaohongshu, xiaohongshu search, social media management.
Write diary entries or short 24-hour reports in Chinese or English, then sync them into Notion using a user-supplied NOTION_API_KEY and the bundled Python script. Use when the user invokes /notion_diary, asks to write a diary with one of four preset styles, wants command-driven journal input, wants to authorize Notion by filling an API key, wants to sync diary text or photo notes into Notion, or wants a fallback short report generated from the last 24 hours of conversation when no diary was written today.
钉钉日报自动提交工具 - 定时自动提交工作日报到钉钉日志系统。适用于每日工作汇报自动化、定时提交日报、钉钉日志集成等场景。支持Python导入和命令行两种方式使用，可自定义接收人列表和定时任务。
公共API/免费API SKILL生成器：从 public-apis/public-apis 自动检索免费 API，按功能推荐并给出最小可用调用示例（curl/Python/JS），并可自动生成自定义名称的 API skill。用户提到“公共API”“免费API”“public APIs”“找接口/找API”“生成API skill”时触发。
Google NotebookLM 非官方 Python API 的 OpenClaw Skill。支持内容生成（播客、视频、幻灯片、测验、思维导图等）、文档管理和研究自动化。当用户需要使用 NotebookLM 生成音频概述、视频、学习材料或管理知识库时触发。
