发现 Skills

TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.

vLLM: high-throughput LLM serving, OpenAI API, quantization.

Multi-phase test suite optimization with adversarial review

Use this skill when the user needs to integrate with the Hubble Network Platform API for IoT device management, packet data retrieval, webhook configuration, metrics tracking, user management, or billing. Triggers include 'Hubble API', 'Hubble devices', 'Hubble packets', 'register IoT devices', 'configure webhooks for Hubble', 'Hubble Network integration', and 'stream packet data'.

深度客户开发工具集。当需要：发现企业邮箱/联系人、验证邮箱有效性、深度爬取公司网站（含 JS 渲染）、搜索潜在客户公司列表、查询贸易统计数据（OEC/WTO/UN Comtrade）时使用。依赖本地 super-crawler 工具（~/projects/super-crawler），适合 B2B 销售、外贸开发、竞争对手调研等深度场景。日常搜索请优先使用 web_crawl 或 tavily_search；本技能用于需要获取联系人和贸易情报的深度客户开发场景。

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

Use this skill when the user needs to create or improve a landing page, write above-the-fold copy, structure a sales page, or increase landing page conversion rates. Covers page structure, headline formulas, buyer psychology, and conversion elements.

Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter/exit of components, animate list reorder, implement directional (forward/back) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions view transitions, `startViewTransition`, `ViewTransition`, transition types, or asks about animating between UI states in React without third-party animation libraries.

Orchestrate gummy-agents across a distributed network using the 'd' command for load-balanced, multi-host AI development

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

Build, scaffold, debug, package, or release Flow Launcher plugins written in JavaScript or TypeScript with Node.js. Use this skill whenever the user mentions Flow Launcher plugins, plugin.json, ActionKeyword, JsonRPCAction, SettingsTemplate.yaml, JSON-RPC, Node.js/JS/TS Flow plugins, Plugin Store submission, or asks to port, write, fix, test, package, or publish a Flow Launcher plugin, even if they only say "flow plugin".

Expert knowledge for writing Adobe Photoshop UXP scripts (.psjs files) and UXP plugins using the Photoshop DOM API and batchPlay. Use this skill whenever the user is working on Photoshop automation, UXP scripting, batchPlay descriptors, executeAsModal, layer manipulation via code, document processing scripts, Photoshop plugin development, ExtendScript migration to UXP, or any task involving require('photoshop') in JavaScript. Trigger even if the user just asks how to automate something in Photoshop, wants to write a .psjs file, or mentions the UXP Developer Tool.

Brainstorms and prioritizes strategic solutions when the problem or goal is already clear — generates options, scores trade-offs, and recommends a path forward. Produces `.agents/prioritize.md`. Not for diagnosing what the problem is (use diagnose) or engineering task lists (use task-breakdown). For setting numeric targets after prioritizing, see funnel-planner. For technical architecture of chosen initiatives, see system-architecture.

Clears Flutter environment variables on macOS (FLUTTER_STORAGE_BASE_URL and PUB_HOSTED_URL). Useful when you need to reset the environment or resolve Flutter proxy issues.

Fetch unresolved PR review comments and feedback on the current branch. Use when you need to address outstanding PR review items or see what feedback needs to be resolved. Optionally filter by a specific reviewer.

Add a new exported API function to the asext module that wraps a private server.dll/server.so function for use by external plugins. Use this when you need to expose CASDocumentation, CASDirectoryList, or other AngelScript-related private functions through the ASEXT_* API layer.

name: marketing-brand-voice version: 2.0.0 description: Generates the operator's complete voice profile with three registers (A: formal, B: informative/expository, C: friendly/approachable). Uses a double-path mechanism (extraction of real artifacts — Firecrawl scraping of public URLs — or guided simulation when there is no online presence). Produces 15 real simulations (5 per register) to capture authentic nuances and outputs eight standardized files in brand-context/voice/: voice-profile.md, samples.md, register-a.md, register-b.md, register-c.md, audit-prompt.md, vocabulary.md, and installation.md. Invoked from the onboarding wizard after identity setup and requests key URLs and documents (website, LinkedIn, YouTube, Twitter/X, copy). Includes metrics (spectrum 0-10), anti-model / aspirational model, OS integration and auditing tools to detect drift and regenerate the voice profile. Ideal for marketing teams, creators and operators with no online footprint who need a consistent, reproducible and auditable voice.

Method I.A.S. (Intention · Action · Synthesis) for working with agentic AI without AI brain fry. Two modes: daily (pre-planning with a green/red checklist and frozen decisions) and weekly (macro recap with an inventory of outputs, Pareto analysis, boundary erosion detection, ceiling recalibration, and delegable tasks). USE when the user says 'IAS method', 'I.A.S.', 'plan session', 'pre-planning', 'intention checklist', 'weekly recap', 'weekly synthesis', 'AI brain fry', 'I'm burning out with AI', 'agentic AI bottleneck', 'micro-decisions', 'frozen decisions', 'boundary erosion', 'ratchet effect', 'mountain of outputs', or after a Friday/end of iteration with a feeling of invisible debt.

Thought partner for early-stage feature ideation. Use when exploring a new feature idea, validating a problem, or generating solution approaches. Probes, challenges, and helps converge on a testable idea.

Guidelines for developing with TypeORM, a full-featured ORM for TypeScript and JavaScript supporting multiple databases

Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier–Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.

Use when the user wants text to sound more human, says writing sounds "too AI" or "too ChatGPT," asks to humanize or rewrite a draft to feel natural, or shares content wanting it to feel authentic and less robotic. Also applies to LinkedIn posts, blog drafts, or emails where the user wants a more genuine voice.

Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, YouTube URLs, EPubs and more.