AI Ml AI Skills

Use when the user names a specific tool to connect to the agent (an ERP, accounting or desktop program, CRM, WhatsApp, a spreadsheet, a database): research its real docs, choose the safest route,…

Plan 模式的视觉设计分支。基于需求选择视觉方向，再结合业务页面规划维护 build-plan.json 的 visualStyle，供 CLI 派生 design.md。

Run evaluation tests against a multi-agent workflow to assess orchestration quality and failure archetype resistance

10DLC brand and campaign registration for US A2P messaging compliance. Assign phone numbers to campaigns.

Create test doubles with PHPUnit mocks for isolated unit testing in Symfony

When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a…

Review SDS-PAGE or protein purification gel images using DNA sequence, protein sequence, base-pair length, expected protein size, and lane labels. Use when the user wants to judge whether a gel ran…

Wibi Style…

Advanced TypeScript patterns and best practices for 2025

Answer where-is-my-order from the order and carrier record, and say what happens next.

分析并购、减持、定增、重大合同等公告的影响路径、受益受损方与后续风险。适用于突发公告解读、盘后复盘、事件驱动判断等场景。

Use when someone has mastery of animation principles and wants to explore intentional rule-breaking, stylistic innovation, and pushing creative boundaries

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing…

Query the NCI CCDI Molecular Targets Platform (pediatric oncology) for targets (genes), diseases, drugs, and target-disease associations via its public GraphQL API. Auto-detects entity type from input…

Scheduled cron tasks and background workflows (Vercel, Cloudflare) / Tugas terjadwal cron dan background job (Vercel, Cloudflare).

Use when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9, async patterns with Swoole, and PSR standards. Creates…

Build the business "brain" every marketing agent reads first — START-HERE, customer-fit, offers, voice, founder opinions, failed campaigns — by interviewing you and seeding it from your CRM (HubSpot,…

Project wiring for the Flutter v6 UI Kit — navigation (Navigator / go_router / auto_route), state management (bloc / riverpod / provider / getx), config & secrets, platform setup, and web/desktop…

Stress-test financial plans across scenarios (bull/bear/base), sensitivity tables, and Monte Carlo-style analysis. Use when evaluating financial assumptions, modeling risk scenarios, or building…

Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video search, semantic deduplication, and LoRA fine-tuning. Use when the user asks to "fine-tune Cosmos-Embed1", "LoRA…

Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing…

定义对象间一对多的依赖关系，当对象状态改变时通知所有依赖者。在设计事件系统、MVC框架、响应式编程等场景中使用。

Add juice: hit-flash, trauma camera shake and audio ducking, one hit fires all three.

Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.

Разобрать ERF-файл отчета 1С в XML-исходники. Используй когда пользователь просит разобрать, декомпилировать отчет, получить исходники из ERF файла

Builds production voice bots and IVR with Python STT/TTS pipelines. Use when designing telephony, streaming audio, latency budgets, or voice quality monitoring.

Runs molecular machine learning with DeepChem — diverse featurizers, pre-built MoleculeNet benchmark datasets, and pre-trained models (ChemBERTa, GROVER) for property prediction (ADMET, toxicity,…

Analyzes feedback logs to identify patterns and suggest improvements to review skills. Use when you have accumulated feedback data and want to improve review accuracy.

Deliberating decisions and founder priorities through multi-perspective, named-expert, and YC-style advisory lenses. Use for verdicts, office hours, or expert critique; not implementation.

Harden a ServiceNow instance — password complexity, session timeout, MFA enforcement, input sanitization for XSS/injection, security properties, syslog events, and security health checks.

Help HR and technical recruiting teams hire, screen, and interview cloud engineering candidates (AWS/Azure/GCP, DevOps, cloud architecture). Use when asked to write a cloud engineer job description,…

Diagnoses OpenClaw provider, fallback, channel, MCP, and gateway config issues with read-only scans and stateful summaries.

Guide to using Tailwind CSS in Capacitor mobile apps. Covers mobile-first design, touch targets, safe areas, dark mode, and performance optimization. Use this skill when users want to style Capacitor…

Use when understanding an unfamiliar code library, reusing cached local repo docs, or generating repo-native AGENTS.md and llms.txt navigation for cloned libraries.

AI skill for DevExpress WPF Reporting (.NET and .NET Framework). Use when embedding DocumentPreviewControl in a WPF window, using PrintHelper for quick previews, opening the built-in End-User Report…

Catalogues the invisible psychological traps that sabotage decisions -- anchoring, sunk cost, confirming evidence, framing, and status quo bias -- and pairs them with the RAPID model for clarifying…

Manage CloudRobo inference services — deploy a model into a managed inference service, list/query deployed services and their logs, start/stop a running service, update or delete a service, and…

VFX Text Cursor (Open Design) — use only when explicitly invoked, not for general design requests

Prepare, publish, recover, or verify OpenClaw beta, stable, and extended-stable releases, including approved backports.

Flujos de trabajo de despliegue, patrones de pipeline CI/CD, contenedorización Docker, health checks, estrategias de rollback y listas de verificación de preparación para producción de aplicaciones…

Drive and script tldraw offline canvases with an agent.

Applies strict, modern language practice (typed errors, exhaustive match, TDD) for Python, Rust, TypeScript, and Go. Use for work on .py, .rs, .ts, or .go files.

Official Kling direct API guidance for OpenMontage providers. Use before calling `kling_official_video`, `kling_official_image`, `kling_tts`, `kling_avatar`, or `kling_lip_sync`.

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.

Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this…

Extract and decrypt Windows DPAPI-protected secrets (Credential Manager, browser logins/cookies, Wi-Fi credentials, KeePass keys) online or offline using SharpDPAPI, SharpChrome, Mimikatz, or…

Helm chart expert for Kubernetes package management, templating, and dependency management

Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.

State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware design. Mamba-1 (d_state=16) and Mamba-2…

Build a thesis outline, chapter drafts and a literature-review framework from the topic and the user's own material, without writing data or conclusions for them, delivered as a Word document

Render a static title / ending card PNG with Pillow. Centered headline + optional subtitle on a solid-colour background. Uses managed or platform CJK fonts with glyph verification and fails actionably…