AI Ml AI Skills

Make an approved, scoped change and prove the affected behavior. Use when a request asks to implement, build, add, or land a feature that already has an agreed approach. Do not use to explore, review,…

Load tests API endpoints with progressive concurrency. Measures response times, error rates, throughput, and identifies breaking points. Generates a detailed report with latency percentiles,…

Use this skill whenever the user is learning computer networking, computer networks, TCP/IP, OSI, subnetting, routing, switching, DNS, HTTP, TCP, UDP, DHCP, TLS, NAT, congestion control, network…

Automated .NET/C# decompilation and security analysis. Uses ilspycmd for batch decompilation with manual IL fallback. Detects obfuscators (ConfuserEx, .NET Reactor, Babel) and scans for license logic,…

根据一份规格说明或一组工单，把一项工作实现出来。

Comprehensive capital allocation analysis: dividends, buybacks, M&A, debt management, and FCF deployment

Hyperloom sub-agent that drives the AMD Quark PTQ skill chain end-to-end from a natural-language prompt. Produces a HuggingFace-format quantized model directory plus a structured assessment of every…

Create a ai customer service with structured process, quality checks, and system integration

JeecgBoot 系统主数据查询与管理。Use when user asks to query/create/manage system master data, or says "查询角色", "查询用户", "查询部门", "查询字典", "创建字典", "创建角色", "查岗位", "查职务", "查租户", "查数据源", "查定时任务", "系统主数据", "query roles",…

用于审阅AI科幻故事设定、手法、系统逻辑链与数据痕载体文档。作为题材包装层与兼容入口，负责补充异常数据、系统摩擦与技术代价等题材裁判口径，并明确要求优先强制加载并使用 `通用-审阅故事设定`。关键词：AI科幻设定审阅、系统逻辑链、数据痕载体、规则代价。

Use when writing a client for someone else's REST or GraphQL API: auth flow choice and token refresh, pagination to exhaustion, retry-with-jitter on transient failures only, rate-limit-aware…

Author and maintain versioned Selenium WebDriver tests with Java and JUnit 5. Use for creating, debugging, or running Selenium specs, implementing Page Objects, handling explicit waits, capturing…

Router skill for LLMQuant macro workflows. Use when the user needs macro dashboards, Fed or central-bank previews, inflation and growth context, liquidity, or macro-to-portfolio impact analysis.

Detect quality drops in AI output and prompt re-anchoring. Auto-triggers after repeated corrections, context confusion, or when user says "something seems off", "you're not getting this".

应用级管理员设置。查询和维护单个宜搭应用的应用主管理员、数据管理员、开发成员。适用于调整某个应用的管理员角色分配。

按 scarletkc 本人的自然表达习惯代写、改写、润色和翻译文本，适用于推文、评论、聊天消息、模型或工具体验文、项目介绍、GitHub 文本和正式通信。用户要求撰写可直接使用的成稿、去除 AI 腔，或在翻译中保留本人语气和立场时使用，无需明确点名本 skill。单纯的事实问答、技术分析、代码审查和任务讨论不触发。

Generate, refine, compare, and when needed validate distinctive names for startups, AI products, developer tools, protocols, open-source projects, apps, product families, local businesses, services,…

Show analytics and metrics from agent loop execution history

Manage client relationships. USE WHEN user asks about clients, follow-ups, client emails, or who needs attention.

Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides JavaScript SDK examples.

Use when a user needs a QR code or wallet payment URI to fund a Superior-managed EVM wallet on a specific chain before using Lighter, Polymarket, Hyperliquid, or other Superior Trade workflows.

Structured brainstorming for Symfony projects - explore requirements, identify components, and plan architecture collaboratively

Document decisions, not just implementations. ADRs for architectural choices, inline docs for non-obvious code, and runbooks for operational knowledge.

Choose and evaluate VLM or segmentation pipelines, including text-conditioned detection, masks, part labels, model-license constraints, and measured GPU deployment choices. Use when a task has a VLM…

When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,'…

Read a batch of receipt images directly via vision, classify each into expense categories, optionally reconcile against a bank statement CSV, and produce a multi-sheet Excel workbook + a PDF summary.…

Device pipeline analysis: feasibility and pivotal study stages, design-iteration cycles, RWE studies, and post-market obligations, with reimbursement-aware value framing and decision-track awareness…

Profile a model running on MAX to find where it spends time and whether the GPU is saturated. Use when the user asks to "profile my model," "where is my model spending time," "why is inference slow,"…

Perform semantic search using Exa AI. Use when you need to: (1) find content by meaning not keywords, (2) discover similar documents, or (3) perform neural web searches.

Fetch and analyze protein structures from RCSB PDB. Use this skill when: (1) Need to download a structure by PDB ID, (2) Search for similar structures, (3) Prepare target for binder design, (4)…

Create patent-style technical diagrams including flowcharts, block diagrams, and system architectures using Graphviz with reference numbering

Genre pack: quiet luxury for premium consumer products, private banking, fashion, high-end SaaS, and personal brands. Ivory and deep ink, one metal or oxblood accent, serif display with italic…

Wibi Style 官方视觉风格：把真实照片重画成浅暖象牙纸上的蓝黑手绘涂鸦漫画。适合表情或动作清楚的人像、人与宠物合照；用户要求奶油纸涂鸦漫画或调用 $cream-paper-doodle 时使用。

Protocol for tracking files immediately after agent creation

Official read-only ExirYab: find Iranian doctors by name, city and specialty, with clinics and maps. Use when the user asks about ExirYab (exiryab.com) or wants doctors, clinics, labs or appointments…

Clay CLI — the primary scripting surface (JSON output, typed errors). Use when running or discovering `clay` commands. For what Clay can do and which skill to use, read the `clay` skill when it is…

生成 MySQL 查询报表并生成可视化图表。当用户需要查询 MySQL 数据库并以报表形式展示结果时使用此技能，包括：统计销售数据、分析用户行为、生成业务报表、查询业务指标等。

使用查理·芒格式的逆向思考、激励分析、认知偏误叠加和多学科模型检验复杂决策。用于评估商业与投资判断、组织行为、政策效果、重大选择、全民共识、失败风险，或识别论证中的单一视角和心理盲区。

Creates professional and engaging LinkedIn posts. Use when writing content for LinkedIn.

Use when the animation domain is unclear or spans multiple contexts—provides general-purpose Disney animation principle guidance.

Explore GitLab repositories using glab CLI and git commands. Use when user asks to: clone repositories, search projects or code in GitLab, view merge requests, explore project structure, check CI/CD…

Build a regression + eval harness for AI-written code and AI features. Generates characterization tests that lock current behavior before a refactor, scaffolds a Promptfoo eval suite for…

Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running…

Create, evaluate, improve, and benchmark content skills using the local Skill Lab workflow. Use when adding a new skill, tuning an existing skill's trigger behavior, iterating on SKILL.md…

OpenTelemetry profiles signal and the eBPF profiler (otelcol-ebpf-profiler, `profiling` receiver). Use when setting up continuous profiling with OpenTelemetry, deploying the eBPF profiler on Linux…

Applies the house explanation style: concrete terms, optional analogy, no minimizers or promotional vocabulary, and verbatim technical identifiers. Use when asked for "ELI5", "plain English",…

Query or inspect the FDA Orange Book - FDA-Approved Drug Products Listing resource for drug-centric tasks with emphasis on drug knowledgebase Use whenever Codex needs the calling pattern, downloadable…

LLM integration, MCP v1.x protocols, hybrid reasoning, and RAG / Integrasi LLM, protokol MCP v1.x, hybrid reasoning, dan RAG.

Writes, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems techniques. Use when building or refactoring C++ code requiring…

Maintain a project-local, version-pinned wiki of every external dependency. Use whenever a new library is being added, an existing one is being upgraded, an idiom for using a library is being adopted,…

Inspect or switch the local Git and GitHub download guard using an already-installed compatible low-data command. Use for airplane mode, flight or metered connections, returning online, or requests to…