AI Ml AI Skills

Gate a route or a service on who may do it — add a permission, wire a role, decide between require() and resolve_access, share a resource with a grant, or debug "this user can see something they…

解读财报发布后的涨跌反应、超预期来源、市场真实分歧与后续观察点。适用于财报夜复盘、次日开盘前判断、会后更新观点等场景。

Run quantized LLMs locally with llama.cpp — CPU+GPU inference, GGUF format, OpenAI-compatible server, and Python bindings.

Use when overseeing animation vision, setting creative direction for motion, or guiding teams on animation quality and consistency.

Turn the /ship scorecard into a blocking, config-as-code quality gate. Sets per-category score thresholds, hard-fails on leaked secrets or critical findings, and wires the gate into a pre-push hook…

Core visual design principles (visual hierarchy, Gestalt grouping, composition, balance, contrast, white space, color, typography) with UI fixes, a checklist, and deep-dive references. Use when making…

| 科普写作专家。精通面向大众的科学解释、科技评测、深度报道、科普文章等。 基于科学传播理论和费曼学习法，将复杂科学概念转化为人人能懂的精彩内容。 当用户提到「科普文章」「科学解释」「科技评测」「深度报道」「科普」时触发。

Query the OREGANO knowledge graph for computational drug repurposing. Use whenever the user asks about drug–target–disease–gene–pathway relationships, compound cross-references, drug repurposing…

Autonomous web agents (Stagehand, Browser-Use) & anti-bot evasion / Agen web otonom (Stagehand, Browser-Use) dan bypass deteksi bot.

Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript applications, implementing…

WordPress Playground review for Codex. Use when reviewing Blueprints, Playground CLI usage, embedded Playground demos, reproducible WordPress setups, or zero-setup bug repro environments.

Ship a CometChat Angular integration safely — server-minted auth tokens instead of the Auth Key, environment file replacement, key hygiene, build config and a pre-launch checklist. Triggers: 'is this…

Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or…

Grounds version-sensitive engineering decisions in authoritative current sources by detecting the installed stack, retrieving official documentation or source, reconciling conflicts, and recording…

Interactive debate and argument practice with structured feedback, counterargument generation, logical fallacy identification, and scoring rubrics. Use when preparing for debates, improving persuasion…

DiffDock and DiffDock-L molecular docking. Use for protein-small-molecule pose prediction from PDB or sequence plus SMILES/SDF/MOL2, batch docking, virtual screening, and pose-confidence…

当优化数据库性能时，分析查询执行计划，设计高效索引，优化SQL语句。调整数据库配置，监控性能指标，和实施最佳实践。

Generates fail-closed draft JSON templates and runs local deterministic structure and consistency checks for clinical reports: CARE case reports, radiology, pathology and lab scaffolds, CONSORT 2025,…

Debug features that work but feel wrong: floaty jumps, mushy combat, sluggish camera.

Add an iOS App Clip target to an Expo app. Use when the user mentions App Clip, AASA, apple-app-site-association, appclips, smart app banner, or wants to ship a lightweight iOS Clip invoked from a URL…

Восстановление информационной базы 1С из DT-файла (полная замена базы - данные, конфигурация, пользователи). Используй когда пользователь просит восстановить базу из dt, развернуть dt-файл, загрузить…

Guides the LLM lifecycle from strategy to deployment. Use when planning, comparing, fine-tuning, distilling, compressing, migrating, or operating LLM systems.

commit and push all local changes to remote repo

AI coding agent skill for AlayaRenderer — a generative world rendering framework with inverse rendering (RGB→G-buffers) and game editing (G-buffers+text→stylized video) using fine-tuned video…

Designing and reviewing APIs: OpenAPI spec generation, versioning strategy, breaking change detection, REST/GraphQL best practices. Use for API design or OpenAPI specs.

Build ServiceNow Flow Designer flows via the dedicated tool — triggers, IF/ELSE/TRY/CATCH placement rules, subflows, script actions with inputs/outputs, and REST step configuration. Never use…

Help HR and compliance teams plan and conduct HR audits, including policy compliance reviews, I-9/documentation audits, pay equity checks, and process audits. Use when asked to conduct an HR audit,…

Intercepts irreversible or destructive actions and requires explicit user confirmation before proceeding

Guides the agent through upgrading a Capacitor plugin from v6 to v7. Use when the plugin targets Capacitor 6 and needs the v7 migration path. Do not use for app upgrades, other major versions, or…

Check Kubernetes manifests, Helm charts, Kustomize overlays and live clusters against NSA-CISA, MITRE ATT&CK, CIS (EKS, AKS, GKE, vanilla) and SOC2 with the Kubescape CLI. Covers framework choice,…

Refactor working code for clarity and maintainability while preserving behavior; use when complexity or duplication obstructs changes.

Build .NET applications with the DevExpress Barcode Generation API for generating barcode images programmatically. Use when generating QR codes, Data Matrix, Code 128, EAN, UPC, PDF417, Aztec, GS1…

Neural web search, content extraction, company and people research, code search, and deep research via the Exa MCP server. Use when you need to: (1) search the web with semantic understanding — not…

Stands up one navigable feature the same way every time — a fixed lib/features/<feature>/presentation/ folder (dumb View + one 1:1 Notifier/AsyncNotifier ViewModel + widgets/ + scoped…

Applies advanced interpersonal techniques for building genuine, lasting connections in entrepreneurial contexts. Covers the power of validation as the deepest form of listening, leading with 'How can…

Use Wazuh Security Configuration Assessment (SCA) results — CIS policy scores, failed checks and regressions — to prioritize hardening and map it to CIS Controls, PCI DSS and ISO 27001; use for…

Load this skill whenever the project contains tooltip components, hover- triggered informational popups, title attribute tooltips, or any content revealed on hover or focus. Under no circumstances…

A comprehensive starting point for AI agents to work with the Ionic Framework. Covers core concepts, components, CLI, theming, layout, lifecycle, navigation, and framework-specific patterns for…

Pull latest changes from origin for all git repos under a directory. Use when asked to update, sync, or pull reference projects.

当用户明确要求并行或串行启用多个 Agent，或上游 Skill 声明需要统一的多 Agent 执行底座时使用。负责 Agent 的创建、隔离、调度、回收和汇总。⚠️ 不适用：普通 shell 并发、单元测试并发、下载任务，或要求强隔离的敏感数据处理。

Run scoped OpenClaw issue/PR repair campaigns: coordinate workers, prove root causes, and land or close verified work under the requested authority.

Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a plan for review, or…

Render MP4/WebM videos from HTML compositions.

Guides a first-time omo user through setup and the core workflow. Use when a new user asks to get started with omo.

Official GSAP skill for React — useGSAP hook, refs, gsap.context(), cleanup. Use when the user wants animation in React or Next.js, or asks about GSAP with React, useGSAP, or cleanup on unmount.…

Use when working with a person on a HyperFrames project in Studio: first, whether their message asks for a change at all (questions, loose ideas and "don't change anything" get an answer and a plan,…

Create and manage tickets at every level — slice an initiative into epics, break an epic into stories, write or refine a ticket, and run the board (publish, ready, move, assign, status, cancel). Use…

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building,…

Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever the user shares, references, or asks about a…

Auditing Google Cloud Platform IAM permissions to identify overly permissive bindings, primitive role usage, service account key proliferation, and cross-project access risks using gcloud CLI, Policy…

List recent git commits linked to agent sessions, optionally filtered by branch or repo. Use when the user asks "show agent commits", "what has the agent shipped", "list linked commits", or wants…