AI Ml AI Skills

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or…

Internal guidance for presenting Pi helper output back to the user

Threat-models and hardens an application, API, data flow, dependency, or deployment against authentication and authorization flaws, injection, secrets exposure, unsafe deserialization, SSRF, abuse,…

ETL/ELT pipelines, data warehousing (BigQuery, Snowflake, Redshift), stream processing (Kafka, Spark Streaming), orchestration (Airflow, Dagster, Prefect), dbt transformations, and data lake…

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.

当设计数据库连接池时，分析连接池策略，优化性能配置，解决连接泄漏。验证连接池架构，设计监控方案，和最佳实践。

3D map from concept art to a shippable level: user questions, owned lanes, render checks, collision in step.

Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.

Выгрузка конфигурации 1С в XML-файлы. Используй когда пользователь просит выгрузить конфигурацию в файлы, XML, исходники, DumpConfigToFiles

Guides multi-GPU pre-training: DDP, FSDP2, ZeRO, tensor/pipeline/expert parallelism, fp8/Muon. Use when scaling a run, training MoE, or reproducing GPT-2 on rented GPUs.

Use when the user wants web research: gathering cited, multi-angle evidence on a specific question. Triggers on: "research X for me", "do web research on", "look up sources for", "find citations for",…

Use this skill when the user asks to "design a human evaluation", "human eval process", "annotation guidelines", "how to set up human review of AI outputs", "how to get humans to evaluate AI quality",…

Enforce ES5-only syntax for ServiceNow server-side scripts (Rhino engine) — convert const/let, arrow functions, template literals, destructuring, for-of, and async/await to ES5 equivalents.

Help HR managers, recruiters, and talent acquisition teams understand Artificial Intelligence (AI), Machine Learning (ML), Generative AI, LLM Engineering, AI Infrastructure, and modern AI product…

Audits cron-scheduled skills for session mode, token waste, and cost efficiency — and enforces concise-reply constraints on cron contexts

Re-index the Creator Claw knowledge graph. Scans the workspace and rebuilds graph.json with all skills, database tables, cron jobs, pipelines, and connections. Trigger when new skills are added,…

Guides the agent through adding Swift Package Manager support to an existing Capacitor plugin. Covers Package.swift, CAPBridgedPlugin conversion, bridge cleanup, and package manifest updates. Do not…

Find, live-validate, map the blast radius of, and revoke leaked secrets with Kingfisher (MongoDB) — across a local repo, Git history, a GitHub/GitLab/Bitbucket org, S3/GCS, Docker images, Slack, Jira,…

Create terminal recordings and animated CLI demo GIFs from command workflows or VHS tape files.

Help developers use the DevExtreme TextBox component (dxTextBox) in Angular, React, Vue, jQuery, and ASP.NET Core Controls. Use when someone asks about TextBox configuration, value binding, input…

Runs the deterministic build_runner codegen pass (drift_dev, freezed, json_serializable, riverpod_generator) as one pinned command with --delete-conflicting-outputs, always before flutter analyze,…

Manual stable diffusion inference loop with classifier-free guidance that interpolates between unconditional and conditional noise predictions for controllable image generation

Teaches techniques for achieving relentless clarity and ruthless concision in business writing, including the 20-word sentence rule, concrete detail over abstraction, word economy tactics, and the…

Curated Swift package ecosystem for WendyOS and Linux. Use when developers mention: (1) Swift packages for Linux or ARM64/AMD64, (2) choosing a Swift library, (3) Swift Package Index, (4)…

How to query Wazuh through the Wazuh MCP Server efficiently and correctly — which tool answers which question, parameter syntax and pitfalls, result format, truncation, token budget and error…

Research a content or GTM question using primary evidence and return a source-backed brief with implications and open questions.

Load this skill whenever the project must support speech input or voice control — dictation, "click by voice" grammars, Dragon NaturallySpeaking, Voice Control (iOS/macOS), Voice Access (Android), or…

Enforce authorization checks for external data source access in AI systems. Use when designing, configuring, or reviewing access controls between AI components and external databases or data services.

View and cancel automatic follow-up schedules. Future entries are schedules, not evidence that something is a current priority.

Guides the agent through upgrading an Ionic Framework app to a newer major version. Supports upgrades from Ionic 4 through 8, including multi-version jumps. Covers framework-specific migration steps…

Extract URLs from an XML sitemap with optional regex filtering

Structures non-traditional acquisition financing using seller participation (carryback notes, master leases, earnouts, JV contributions) and analyzes loan assumption vs. new financing decisions.…

润色和优化已有文字，让表达自然、清楚、连贯。适用于文章、邮件、报告、说明、学术与技术文本的语言润色、去机器味、调整语气或改善句段衔接；不用于从零写作、补充事实、事实核查、纯翻译、版式修改或全局对话风格设置。

Web-specific implementation guidance for high-quality responsive UI.

Start a new design by picking what to make (prototype, mobile app, slides, document, wireframe, animation, résumé, research, data report, poster, social post, diagram), then build it with the right…

Run, watch, debug, extend, or explain OpenClaw qa-lab and qa-channel scenarios, artifacts, and live lanes.

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing,…

Build stunning 3D scenes via a concept-art fidelity loop.

Generate a serial week-by-week narrative digest of a project's full claude-mem timeline. Splits the timeline into per-ISO-week files, then runs one consecutive subagent per week — each receiving the…

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

Adversarial multi-agent planning: a hostile team cross-critiques a plan before it is formalized. Use when planning needs maximum rigor or the user asks for a hyperplan / adversarial or cross-critique…

Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount. Use when the user wants animation in Vue, Nuxt, Svelte, SvelteKit, or asks about…

Review a finished epic folder in the ticket tree against the evidence it left behind — the epic file, each ticket plan, diffs, commits — and produce a retrospective with sourced findings, action…

Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch, naming a branch, or checking whether a branch name…

Audit AWS, Azure, and GCP environments against the CIS Foundations Benchmarks by running automated scans with tools like Prowler and ScoutSuite, interpreting failed controls, and tracking remediation…

Map of every agentmemory MCP tool, what each does, and its parameters. Use when choosing which memory tool to call, when a tool name or argument is unclear, or when answering what agentmemory can do…

Prepare for a specific upcoming meeting using verified identity and prior context.

Real Chrome/Brave + macOS Computer Use from inside the browser — zero CDP fingerprint, real sessions; mandatory for visual deploy verification. Drive clickwork yourself. USE WHEN verify deploy,…

Compliance expert for SOC 2, GDPR, HIPAA, PCI-DSS, and security frameworks

Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says "analyze this page", "check page SEO", "single URL",…

Use when working with WizTelemetry Events extension for KubeSphere, including installation, configuration, and event query API