Creates and manages scheduled tasks, cron jobs, recurring reminders, and timers via the Task HTTP API. Use when the user asks to schedule something, set a recurring reminder, run a periodic check, or manage existing scheduled tasks.
Adds a new parameter resolution strategy to the ktnip KSP processor. Use when handler functions need to receive a new parameter type (e.g. ChatMember, InlineQuery), or when adding support for a new resolvable type in Activity invocation.
[Library contributor] Adds a new parameter resolution strategy to the ktnip KSP processor. Use when handler functions need to receive a new parameter type (e.g. ChatMember, InlineQuery), or when adding support for a new resolvable type in Activity invocation.
Python JSON parsing best practices covering performance optimization (orjson/msgspec), handling large files (streaming/JSONL), security (injection prevention), and advanced querying (JSONPath/JMESPath). Use when working with JSON data, parsing APIs, handling large JSON files, or optimizing JSON performance.
TileLang Ascend API 使用最佳实践。提供内存分配、数据搬运、矩阵计算、归约、元素级运算、同步、调度原语等 API 的正确用法和最佳实践。触发：使用 TileLang API 编写 Ascend NPU kernel 时或遇到 API 相关问题时。
Use when creating or modifying Go backend API endpoints, modifying Spanner database schemas, or working with OpenAPI and Spanner mappers.
Use Ollama Cloud web APIs for single-query web search and single-page web fetch. Requires OLLAMA_API_KEY and uses shell HTTP requests, preferably curl.
Converts JSON data snippets into Python Pydantic data models.
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).
External API integration patterns, retry logic, circuit breakers, caching, rate limiting for government data APIs
Accessibility team lead and orchestrator. Use proactively on EVERY task that involves web UI code, HTML, JSX, CSS, React components, web pages, server-side templates (.leaf, .ejs, .erb, .hbs), or any user-facing web content. This agent coordinates the accessibility specialist team and ensures no accessibility requirement is missed. Runs the final review before any UI code is considered complete. Applies to any web framework, server-side templating framework (Vapor/Leaf, Rails/ERB, Django/Jinja, Express/EJS), or vanilla HTML/CSS/JS. Works alongside other team leads (e.g., swift-lead) in multi-language projects.
Accessible chart and data visualization patterns. Chart library accessibility APIs (D3, Chart.js, Highcharts, Recharts), SVG ARIA roles, data table fallbacks, keyboard interaction models, and color-safe palettes.
Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. Use this for direct HTTP/REST work or KEGG-specific control.
Build and deploy Firebase Data Connect backends with PostgreSQL. Use for schema design, GraphQL queries/mutations, authorization, and SDK generation for web, Android, iOS, and Flutter apps.
Protocol Type Trigger account_abstraction (detected when ERC-4337 interfaces, EntryPoint, UserOperation, or Paymaster patterns found) - Inject Into Breadth agents, depth-external
Protocol Type Trigger nft (detected when ERC721/ERC1155 with marketplace, minting, staking, or collateral logic found) - Inject Into Breadth agents, depth-token-flow, depth-edge...
Niche agent for multi-step operation safety: authorization sequence conflicts in batch/multi-step operations, and infrastructure address targeting via public on-behalf-of functions
