AI DevKit · Connect the current agent session to an available Telegram channel bridge.

Create or refine glass UI with accessible solid fallbacks. Covers frosted surfaces and Liquid Glass; excludes unrelated UI and 3D glass rendering.

Score, annotate, and analyze the functional impact of genetic variants using AlphaGenome Variant Impact (AVI) scores. Query variants in chr:pos:ref>alt format, annotate VCF/tabular callsets, perform saturation mutagenesis window scans (1-based closed chr:start-end), and extract GENCODE v46 GTF gene/exon/junction coordinates all via the AlphaGenome Atlas API.

Use whenever designing, writing, modifying, or reviewing tests; choosing what or where to test; creating or reviewing User Journey Tests; or making decisions about mocks and other test doubles. Keeps tests focused on observable behavior through public seams so they survive refactors. Do not use when only running existing tests or reporting their results.

当用户需要检索候选论文、建立可审计文献池或为下游证据任务准备候选文献时使用。也适用于 research-literature-review 的检索依赖。

发现、筛选并长期归档重要研究论文；当用户要求按主题寻找经典、rising star、社区精选、热点或顶会/顶刊论文时使用。采用分层发现策略，调用 research-literature-search 完成其中的关键词/数据库检索，再由本 skill 负责多渠道汇总、idea-level 价值判断、论文类型分类、跨轮次跟踪和论文库归档。

像资深研究者带学生一样解读单篇论文：提炼问题、机制、证据强弱、边界与可迁移启发。用户提供 PDF、arXiv/DOI/出版社链接、本地论文或正文片段并希望理解、批判、复现或学习时使用；不用于论文发现、多论文综述或只改写摘要。

Hoists state in Jetpack Compose layouts to keep composables stateless, decoupled, and testable. Use this skill to decouple child composables from ViewModels, replace internal mutableStateOf with hoisted state and event callbacks, expose stateless/stateful composable overloads, enforce unidirectional data flow (UDF), and make components @Preview-friendly.

Design and validate de novo protein binders with the current NVIDIA BioNeMo Agent Toolkit workflow, while adapting honestly when NVIDIA-hosted credentials are unavailable.

Defensive CI/CD patterns: semver validation, token checks, retry logic, and draft detection

Write a compact, decision-ready handoff so the next session (or the user) can continue without reconstructing the current one. Use when the session is ending, context is running low, the user asks for a handoff / 'pass the baton' / 'hand off', or a long-running operation needs a durable state checkpoint.

Microsoft FTE-only completion workflow for PowerToys UI-test implementation: automatically continue after successful local VM suites, commit and push scoped changes, queue CI, wait synchronously, and stabilize through Azure CLI and Azure DevOps REST APIs. No separate push/run-CI request is needed for create, migrate, or stabilize tasks unless the user limited scope. Also use for explicit UITests CI, setup preflight, 401/403 diagnosis, build reuse, recordings/artifacts, and the three-run limit. Keywords: FTE, az, Azure CLI, Azure DevOps, pipeline, UI Test Automation, UITests CI, commit, push, local-to-CI handoff, buildNow, specificBuildId, uiTestModules, CI flake.

Design a Grok Bot role and create its setup prompt. Use only when the user explicitly invokes /new-grok-bot.

Launch a new bb worker thread with the right project, model, worktree, and task brief. Use for nagent, launching a bb session, or a standalone bb agent. Covers thread creation; use bb-cli for managing existing threads.

Verify consequential or disputed game-security claims with primary sources, reproducible evidence, explicit trust boundaries, and calibrated uncertainty. Use alongside a domain skill when evidence quality affects the conclusion.

Analyze Linux, SteamOS, Steam Deck, Wine, or Proton game-security boundaries. Use for ELF/process evidence, privileges, namespaces, seccomp, LSMs, compatibility, or Linux memory forensics.

Assess game build, launcher, update, distribution, mod, plugin, dependency, signing, provenance, and recovery trust. Use when release or content ingestion is the security boundary.

Review multiplayer authority, RPCs, sessions, authorization, replication, inventory, economy, purchases, retries, and replay. Use when server or backend state is the security boundary.

Start Positron Web from source and control it with browser automation. Use for web-only bugs, browser-specific behavior, accessibility-tree inspection, console or network diagnostics, and changes that specifically require the web workbench. Prefer drive-positron for ordinary desktop UI verification.

Create, reuse, and clean up git worktrees under $VIBE_HOME/worktrees. Use when the user wants to work in an isolated git worktree, create a worktree for a task, or list/remove existing worktrees.