Fetch and read transcripts from YouTube videos.
Use when querying YAML files, filtering or transforming configuration data, or extracting specific fields from large YAML files like…
Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot…
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in…
Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing.
Idiomatic Kotlin patterns, best practices, and conventions for building robust, efficient, and maintainable Kotlin applications with…
Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API.
AI-assisted video editing workflows for cutting, structuring, and augmenting real footage.
Use when YouTube is relevant: pasted video links or IDs, @handles, quick video lookups, summaries, channel latest uploads, topic search…
Flag videos that are >1.5x or 5% (viral signal).
Search pattern: Combine "trending" + niche keywords for each platform.
Guides the integration of new cryptocurrency exchange vendors into the Yuan framework using proven architectural patterns and best…
Yuki integration via Apideck's Accounting unified API — same methods work across every connector in Accounting, switch by changing…
Compact the current conversation into a handoff document for another agent to pick up.
Formats troubleshooting logs and product discussions into structured Yunxiao requirements and bugs before submitting them via MCP.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms…
Apply these rules to ensure code cleanliness, readability, and maintainability.
Python expertise - type hints, async/await, pydantic, dataclasses, pathlib, pytest, ruff, mypy.
(ywc) Use when about to claim that work is complete, tests pass, the build succeeds, a bug is fixed, requirements are met, or a subagent…
Simulate Nature-style or general pre-submission peer review from the referee perspective, not an author rebuttal.
Draft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results…