AI Ml AI Skills

Use this meta-skill instead of answering directly only when the current user explicitly asks to create, compose, synthesize, or propose a new meta-skill that orchestrates multiple existing skills. It…

The user wants to connect an LLM or vision provider, already has an API key, asks "can I use OpenAI/Anthropic/Gemini/OpenRouter", wants local Ollama, or needs different cheap and strong models. Use…

Design and validate a new SaaS's architecture into an INSTALL.md via Q&A and stack comparison. Use when the user starts a project, chooses a stack, or picks an architecture pattern. Not for editing an…

Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessary.…

PRD facilitator (John the PM). Authors and maintains the Product Requirements Document — functional requirements (FR-###), non-functional requirements (NFR-###), an epics outline, user stories,…

Track, optimize, and control token consumption across multi-agent systems. Covers budget allocation, real-time monitoring, cost attribution, per-agent limits, and proactive cost optimization for…

阅读理解小说文本，总结成流畅的故事大纲。适用于小说初筛选、生成500-800字故事大纲

Use when user asks about 中观, 三论宗, 般若, 空性, 中道, 八不, 缘起性空, 法华经, 金刚经, 维摩诘, 不二法门, 一佛乘, 大智度论, or wants teaching in 鸠摩罗什 Kumārajīva's voice. Triggers include phrases like…

Configure TestDriver sandbox options and environment settings

Source-cited draft: company formation & entity choice for United Arab Emirates (tax year 2025) — rates, thresholds and rules with primary-source citations. Unverified; pending local-accountant review.

Use when a research question is still vague and must be clarified into a structured deep-research brief before actual literature research or execution. Skip this if the user already has a concrete…

Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating blueprint templates, composing DAGs from YAML, declaring shared variables or…

FFmpeg-based video creation from image and audio.

Maps organizational power dynamics and builds influence without authority using Jeffrey Pfeffer's power frameworks. Use when getting buy-in for ideas, navigating company politics, managing up, or…

Reach for this for quick YouTube lookups: a pasted link or video ID, a fast summary, what a channel posted lately, a topic search. Transcripts, search and channel-latest in one small skill. Skip it…

创建、编辑、优化和测试 skills。当用户明确要求创建一个具体的新 skill、修改已有 skill 的内容或描述、运行 skill 评测，或优化 skill 触发准确率时使用。

Guide for creating new MCP server integrations

Review a diff for what Honey would cut — over-engineering (speculative generality, hand-rolled stdlib, single-caller abstractions) and over-verbosity (dead code, narration, redundant comments).…

临考复习教练 / Exam cram coach. 学生给一个课程资料文件夹（课件…

Find the most relevant external agent skills for the current task, then submit grounded feedback about which skills were actually used and useful in the same session. Whenever you start a task, use…

MUST Load this skill for ANY task that involves GUI interaction or device control — opening apps, tapping, typing, scrolling, swiping, Back/Home/Recents, reading the screen, or any workflow that…

专业的代码审查助手，提供结构化的审查流程、详细的检查清单和建设性的反馈指南。适用于审查Pull Request、代码提交或任何需要代码质量评估的场景，涵盖功能性、安全性、性能、测试、文档、架构设计等多个维度。

Verify that existing work is ready to merge, release, or hand off using an explicit evidence contract. Use when a request asks to verify, validate, prove, check readiness, run the relevant tests, or…

Use before starting a product, feature, MVP, agent, automation, or integration build to identify the main pre-build risk and choose the smallest validation step. Trigger when the user asks whether to…

ELI5-style explanations with analogies and multiple examples. Explains concepts at different levels (ELI5, high school, undergraduate, graduate). Uses real-world analogies and visual metaphors. Use…

Patch .NET assemblies to bypass license checks — IL bytecode patching, method replacement, strong name removal, anti-tamper NOP. Works on raw bytes without requiring dnlib/Mono.Cecil at runtime.

TRIGGER THIS when building DEI strategy, creating diversity goals, designing inclusive programs, building equity analyses, developing training, addressing inclusion issues, or tracking DEI metrics.…

构建一个用完即弃的原型，用来回答某个设计问题。当用户想先验证某种状态模型或逻辑是否顺手，或者想探索界面应该长什么样时使用。

The before-earnings skill — consensus vs. whisper, 8-quarter beat rate and post-print move distribution, options-implied vs. realized move, what the current price already assumes, the KPIs to watch,…

Multi-node companion to the inference_optimizer skill. Use when the user prompt asks for inference optimization that needs more GPU / memory than a single pod provides (i.e. ``nodes >= 2``) — typical…

积木报表生成器 — 自然语言描述报表需求或提供截图，自动生成积木报表（支持数据报表、打印报表、分组报表、循环报表、数据填报等全类型）。Use when user says "积木报表", "jmreport", "Excel报表", "数据填报", "可视化报表", "打印报表", "分组报表", "循环报表", "按照截图生成报表", "创建积木报表", "做一个可视化报表", "积木设计器",…

用于【AI科幻】题材下的项目级战略初始化——在选定平台后、设计大纲之前，补充AI科幻特有的技术切口、异常数据体系、数字空间压迫感、技术代价锚点与平台适配偏好。作为题材包装层与路由层，强制加载并使用 `通用-小说项目初始化`。

Use when writing one long-form article end to end — answer-first lede, question-shaped headings, plus its on-page surface (title, meta, slug, FAQ, Article/FAQPage JSON-LD) — or fixing a draft that…

Router skill for LLMQuant options workflows. Use when the user needs IV rank, option scoring, strategy construction, Greeks, P&L simulation, volatility surface, unusual activity, earnings IV crush,…

Query project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show everything related to X", or "remember this…

宜搭平台管理 basicInfo 页面的组织基本信息、资源容量、额度和域名设置查询。适用于排查组织版本、Corp ID、授权人数、容量用量、固定域名引用和高级能力额度。

Decide whether a task deserves its own git worktree and, if chosen, run it end to end: branch from the integration branch rather than the current tree, keep the main working copy untouched while the…

Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent support, then identify overlooked but feasible…

View and configure agent loop settings — show, set, reset, and apply named presets

Daily and weekly review workflows. USE WHEN user says "morning routine", "evening routine", "weekly review", "start my day", "end of day".

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

Use when designing or tuning exit logic for a Freqtrade strategy — ratcheting trailing stop, two-phase exit, ALO-aware exit, dynamic stoploss DSL, ROI ladder, take-profit ladder, exit engine. Defines…

Refactor fat controllers into lean ones by extracting business logic to services, handlers, and invokable commands

Accessible, performant, responsive UI patterns. Component design, state management discipline, and Core Web Vitals compliance.

When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory…

Audit a website for SEO issues and track improvements over time. Use when analyzing website SEO performance.

Bootstrap a new repo or component from the opinionated spec library (mode=create), or audit an existing scaffolded repo for drift against the scaffold rules (mode=evaluate, report-only).

Vaccine pipeline analysis: immunogenicity and seroconversion studies, lot-consistency trials, healthy-population efficacy designs, and age-cohort bridging, with the ACIP gate built into the value path…

Quality control metrics and filtering thresholds for protein design. Use this skill when: (1) Evaluating design quality for binding, expression, or structure, (2) Setting filtering thresholds for…

Search 100M+ patents via the MCP server's BigQuery tools. No standalone scripts; everything goes through the MCP tools registered by the patent-creator server.

Accessibility built into generation, not bolted on after: WCAG 2.2 AA compliance checks (contrast, keyboard, focus, labels, semantics, target size, reduced motion, autocomplete, error handling), baked…