AI Ml AI Skills

Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke…

Create precision-targeted LinkedIn ad campaigns for specific ICP segments — translates CRM data to LinkedIn targeting

Upgrade a Flutter app from CometChat UI Kit v5 → v6 (`cometchat_chat_uikit` ^5 → ^6). Reads the repo's CometChat usage, applies the breaking-change map (removed shells, the deleted extension…

In D&D, Heroism grants temporary hit points and immunity to fear — you do not become stronger, you become harder to stop. The real-world version is the preparation ritual: the pre-presentation pep…

Local Microsoft Agent Framework documentation reference (latest). Microsoft Agent Framework is a comprehensive multi-language (.NET/C# and Python) framework for building, orchestrating, and deploying…

Financial analysis expertise for financial modeling (DCF, LBO, M&A), valuation, financial statement analysis, capital allocation, treasury management, and corporate finance decisions. Use when…

CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment. Use when fine-tuning or training CLIP, running zero-shot…

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis…

定义语言的文法表示，并定义一个解释器来处理该表示

PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model…

End-to-end pipeline for extracting, classifying, and organizing documents by subject

First-person controller: WASD, mouse look, jump, coyote time, jump buffering, air control.

Собрать внешний отчет 1С (ERF) из XML-исходников. Используй когда пользователь просит собрать, скомпилировать отчет или получить ERF файл из исходников

Builds vector-brain implementations for repos, docs hubs, and compliance corpora. Use when creating pgvector retrieval brains with scripts, SQL, manifests, and evals.

Review implementation plans for parallelization, TDD, types, libraries, and security before execution

Comprehending and investigating codebases: structure mapping, feature discovery, data flow tracing for 'does X exist?' or 'how does Y work?'. Includes a conversational ask mode. Does not write code.

Answer "the instance is slow" or "my nightly job never ran" from ServiceNow's own telemetry — transaction logs, syslog, sys_trigger, progress workers, execution trackers — instead of ad-hoc scripts…

Help HR technology teams design HR service-delivery chatbots and conversational tools for platforms like Slack and Microsoft Teams. Use when asked to design an HR chatbot, build a Slack bot for HR…

Orchestrates multiple parallel OpenClaw agents — tracks health, detects timeouts, reconciles conflicting outputs, and manages structured handoffs

Complete guide to handling safe areas in Capacitor apps for iPhone notch, Dynamic Island, home indicator, and Android cutouts. Covers CSS, JavaScript, and native solutions. Use this skill when users…

Apply product thinking to platform work — DevEx audits, friction analysis, RFC/ADR drafting, incident communication, post-mortems, capacity planning, cost optimisation, and platform health review.

Design, review, or migrate database schemas using workload requirements, data integrity, query plans, and operational constraints.

Create reports programmatically with DevExpress XtraReports runtime API (.NET and .NET Framework). Build XtraReport in code, add bands (DetailBand, GroupHeaderBand), controls (XRLabel, XRTable,…

Final-guarantee fallback for the find-CSteam3ServerS1_InitGameServer-decompiles preprocessor. Recovers the INetworkSystem::GetUDPPort and INetworkServerService::IsActiveInGame indirect virtual-call…

Provides practical habits for making better decisions faster -- reframing problems before solving them, knowing when to stop deliberating, balancing intuition with analysis, resisting 'just this once'…

Manage CloudRobo embodied-agent task dispatch (robo-dispatcher) — create embodied tasks that drive a robot via an exec/model and constraints, list/show tasks in a session, cancel tasks, and retrieve…

当用户需要调研某个 skill 的模型选择最佳实践时使用：分析目标技能的源代码与工作流 → 通过联网搜索（Tavily/SearXNG/DuckDuckGo）收集官方文档与社区经验 → 总结出哪些场景该用什么模型/参数 → 生成 WHICHMODEL 小节插入目标技能的 README.md。

Audit SEO du site {{COMPANY_NAME}} ou analyse approfondie d'une page unique — crawlabilité, indexation, Core Web Vitals, on-page, contenu E-E-A-T, schema, préparation IA. Produit un score de santé et…

YouTube Thumbnail (Open Design) — use only when explicitly invoked, not for general design requests

Run or recover OpenClaw macOS release signing, notarization, appcast, and asset promotion.

Buenas prácticas de migración de base de datos para cambios de esquema, migraciones de datos, rollbacks y despliegues de tiempo cero en PostgreSQL, MySQL y ORMs comunes (Prisma, Drizzle, Kysely,…

Build explorable isometric architecture atlases as HTML.

Configures a language server so editor/agent tooling (diagnostics, go-to-definition, references, rename) works. Use when a project needs an LSP installed or wired, or a 'no LSP server configured'…

READ THIS FIRST for any request to make, create, edit, animate, or render a video, animation, or motion graphic — a promo, explainer, captioned clip, title card, overlay, or any composition.…

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or…

Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.

Add new or remove obsolete model IDs for existing AI SDK providers. Use when adding a model to a provider, removing an obsolete model, or processing a list of model changes from an issue. Triggers on…

Structured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree, Kepner-Tregoe, and FMEA — traces failures to systemic root causes rather than blaming humans. USE WHEN…

GraphQL expert for schema design, resolvers, subscriptions, and performance optimization

Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi, cellular, transport…

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of…

Read a UTF-8 text file and emit its raw content on stdout. Tiny helper for meta-skills that need to round-trip an artefact through disk so the user can hand-edit it between steps (e.g. tweak…

Autonomous improvement loop: scan codebase metrics, scaffold experiment files, run agent-driven iterations until metric improves

Use this skill when the user asks to list, create, inspect, update, disable, re-enable, or revoke AltLLM Portal API keys for external agents or applications. Do NOT use for wallet login, billing…

De-identify non-English clinical text on-device with OpenMed by passing lang= and locale= to deidentify(). Use when the user has Spanish, German, French, Italian, Portuguese, Dutch, Hindi, Telugu,…

Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configuration tuning, partitioning strategies, lock…

ElevenLabs text-to-speech with mac-style say UX.

List all UPM packages installed in the Unity project — name, version, source, description. Optionally filter by source (registry, embedded, local, git, built-in, local tarball), by…

Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml +…

Common mistake — stating specific facts (API endpoints, library versions, config options, function signatures) with false confidence when uncertain. Always flag uncertainty rather than guessing…

Use this skill when the user is doing hands-on DOCA Management programming against BlueField / ConnectX devices — standing up a management or representor context (doca_mgmt_dev_ctx /…