AI Ml AI Skills

Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization. Use when the user requests to create an ontology, extract entities and relationships from…

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Assistant's capabilities with specialized knowledge,…

FIRST RESPONSE CONTRACT for one selected Chinese project: a takeover's first visible text, including any required Skill-use announcement, must begin exactly `可以接管。`; a progress request's complete…

Configure and use the SAP AI Core Orchestration service: build prompt templates, add content filtering, set up document grounding (RAG) pipelines, and call models via the Harmonized API. WHEN: user…

Learn From the Best — analyze patterns from any codebase and apply them to yours. Use when user wants to adopt best practices from another repo, compare code quality, or learn how top projects are…

The twelve Jungian brand archetypes mapped to UI structure: layout, typography, motion, and interaction patterns for each. Use when a brand or product is framed as an archetype (Hero, Sage, Rebel,…

Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?",…

OpenTelemetry declarative YAML configuration for SDK setup. Use when configuring OpenTelemetry SDK providers (tracer, meter, logger), setting up OTLP exporters, defining sampling strategies, or…

Runs a changesets npm release through the version PR, CI publish, and registry verification. Use when asked to "release this package", "autoship", "merge Version Packages", or diagnose a release that…

"Use this skill for Ardot canvas tasks that convert a design into frontend code, or extract a design system / style guide from a website. Covers: design-to-code, design → HTML/CSS/JS, export as…

Query the DDInter drug-drug interaction database. Use whenever the user asks about drug-drug interactions, DDI severity levels, or wants to look up interactions for a drug name or DDInter ID.

Affective computing, emotion AI, and multimodal sentiment analysis / Komputasi afektif, AI emosional, dan analisis sentimen multimodal.

Use when the user asks to improve, optimize, rewrite, debug, or shorten a prompt, or asks why a prompt is producing bad output. Do NOT use for writing a Claude Code SKILL.md — that needs skill…

The Socratic questioning technique that converges a vague goal — question selection, one-to-three-per-turn pacing, the reflect-every-two-answers cadence, the nine-question hard cap, and the…

Mine structured Codex /goal history locally or across a configured machine fleet, measure active goal time and resumed thread spans, identify unfinished and recurring semantic runs, and turn them into…

State management patterns - Zustand, Jotai, Context

Enforce a pre-declared evidence bar on every ad — after it spends enough, pause it if it misses (e.g. CTR < 1% or cost per lead over cap) across Meta, TikTok, LinkedIn, Google and Bing — as a dry-run…

Add voice and video calling to an Android v6 CometChat app — the Calls SDK dependency, the settings-file calling toggle, call buttons in the message header, a global incoming-call listener,…

Internal fetcher module for Google Docs and Sheets. Fetches content via MCP (preferred, when available), Google API with bearer token or public URL export (fallback), or browser DOM extraction via…

Use to explain, edit or diagnose Raw configuration through files, CLI or dashboard, including package bindings, models, agents, prompts, UI, vars, limits and policy. Use creation skills for new assets…

Evidence-gated diff review for PRs, branches, commit ranges, staged code changes, and merge readiness checks. Use when an AI reviewer must review a concrete git-anchored diff, judge whether code is…

Deep knowledge of legendary designers and their enduring contributions. Learn from Saul Bass, Massimo Vignelli, Dieter Rams, Paula Scher, and others whose work defines excellence. Use when seeking…

Fetches Defold code examples by topic. Use when looking for practical implementation patterns, sample code, or how to do something specific in Defold.

Stand up a NEW containerized app or compose stack on a docker host. Use whenever the user wants to deploy, install, add, spin up, or "set up" a new container or stack (Jellyfin, Radarr, Sonarr,…

Claude/Codex CLI execution layer — prompt loading, stream-json parsing, file output extraction, path sanitization, skill file writing, and skill rule generation

Internal pattern guide for composing turn-local retrieval-gated context into a synthetic user-message preface. Documents the `composePreface` helper in `@atlas/core/agent-context/compose-preface`.…

在统计分析和论文写作前检查医学数据能否支持计划问题、模型和论断，产出数据充分性报告、异常清单、待临床 确认问题及可接受的分析范围。当用户问“这些数据够不够”“能支持什么结论”或准备分析前需要数据把关时使用； 实际建模交给 dyz-med-analyze，已有统计结果的临床解释交给 dyz-med-interpret，不能据此承诺期刊或分区。 Use to assess medical…

将 AI 短剧、漫剧、剧情短视频从故事意图独立编排为可控生产任务。适用于剧本钩子、人物/场景/道具资产、场面调度图、布光图、打戏、草图转镜头与生成前 QC；全部必要合同随本 Skill 打包。

Use when writing, running, configuring, reviewing, or debugging code in a Deno project, or when scaffolding a new one. Covers dependency management with deno install and deno add, package.json and…

One page, hands-on manual tier — drive a live page through the web accessibility (a11y) checks a rule engine can't decide: keyboard operation and focus order, screen-reader names, roles and states…

Validates a running application, CLI, API, service, or generated artifact as a user or operator against a prewritten observable behavior contract while remaining source-blind. Use for acceptance…

AI governance policy creation for nonprofits and enterprises with frameworks, risk assessment, ethical guidelines, and compliance templates. Use when drafting AI usage policies, responsible AI…

Plan and build agents, apps, or harnesses with You.com Search, Contents, Research, Finance, and other agentic resources found through the `you-discover` tool. Use when designing an integration —…

Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the…

Constraint + process skill for UI that reads "designed", not "AI-generated". Mandatory two-pass process (token plan grounded in the subject's world + ONE signature element, then self-critique) whose…

Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinement (HTR) from the Arbor paper.…

Daily English expression coach for intermediate software engineers. Use this skill whenever the user wants to improve their spoken or written English in a software engineering work context —…

当处理数据验证和序列化时，分析验证策略，优化数据完整性，解决数据格式问题。验证数据架构，设计验证规则，和最佳实践。

Join an existing brain sync network from another machine. Pulls the consolidated brain and merges with any local state.

Generate a long looping location ambience (forest, dungeon, city, cave) on the Ambient bus.

Usar tras definir el sector de un proyecto: prepara un dossier en español con contexto, normas aplicables, patrones UX y riesgos, distinguiendo fuentes verificadas de hipótesis.

Добавить функцию регистрации БСП (СведенияОВнешнейОбработке) в модуль объекта обработки

Interactive credential setup wizard for claude-homelab. Use when the user wants to configure credentials, set up a new service, update API keys, or run initial setup after installing the homelab-core…

Generate an /insights-style HTML report across MANY of your agent coding sessions (Claude Code and OpenAI Codex): what you work on, how you use the agent, your wins, your friction points, and concrete…

Use when implementing any feature or bugfix — enforces the Red-Green-Refactor drill with no production code allowed without a failing test first

This skill should be used when the user needs pre-implementation ideation for creative work, such as creating features, building components, adding functionality, or modifying behavior.

This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent…

Generate transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Use when you need spatial gene expression in log1p-CPM for 224x224 tiles at about 20x, want to query…

初五的全年公关战略Skill。根据企业内部材料起草、改写、审查或补充全年媒体关系、全年舆情管理或综合公关战略。从当前指令识别战略类型和工作方式，资料缺失时保留显式待补项并交付Markdown；单次舆情、上线前预案、文章分析和新闻稿使用对应专项Skill。

Plan and evaluate mesh generation for numerical simulations — estimate grid resolution from physics scales (interface width, boundary layers, wavelengths), check aspect ratios and skewness against…

Build an evidence-backed, current understanding of a competitor or alternative, including who they serve, positioning, product, pricing, packaging, recent changes, strengths, weaknesses, customer…