AI Ml AI Skills

Use this skill for WeChat Mini Program AI via wx.cloud.extend.AI (小程序, wx.cloud apps). Covers generateText and streamText with callbacks (onText, onEvent, onFinish); streamText needs a data wrapper,…

Crypto market leaderboards — ranked aggregate feeds across the whole market: social-hype/sentiment rank, trending / top-search / Binance Alpha / tokenized-stocks rank, smart-money net-inflow rank…

Triage an exported chat history into what to ingest, what to archive and what to delete, with a privacy pass first. Use this skill when the user has exported their Claude or ChatGPT history, asks to…

Execute arbitrary Python or PySpark code on Fabric Spark compute without creating a notebook artifact; ephemeral Livy sessions with full Delta table access. Automatically invoke when the user asks to…

Competitor pricing strategy analysis and market positioning. Price mapping, pricing gaps identification, elasticity signals evaluation, and strategic pricing optimization. Use when the user asks about…

Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.

Turn a PRD into UX specifications (screens, user flows and interaction patterns) through a guided interview, with the AI Product Development Toolkit's UX prompt.

Creates an SVG weather card showing the current temperature and writes it to orchestration-workflow/weather.svg and orchestration-workflow/output.md

Use when code must be checked, not assumed: trace connections (callers, imports, cross-repo wiring, what breaks if I change it), locate behavior, map a system, diagnose a failure, RCA. Also for…

Search cloud drives for downloadable film and TV resources (movies, TV series, anime). Use this skill when the user wants to download a specific movie or TV show. Do NOT use for general movie…

刘慈欣科幻创作思维——硬科幻的宏细节叙事、技术乐观主义、宇宙社会学构建。 触发词：「刘慈欣视角」「大刘会怎么写」「硬科幻构思」「宇宙尺度叙事」「黑暗森林式冲突」。 擅长：从科学概念推演社会冲突、构建跨越时空尺度的宇宙图景、技术细节与宏大叙事的结合。

ET build, analyzer, proto export, server startup, and publish workflow. Use when compiling WOW with dotnet build ET.sln, exporting Proto to C#, starting ET.App, publishing, or validating…

MyAgents 产品使用知识库与用户可见行为说明。用户或 Agent 只要需要了解 MyAgents 是什么、能做什么、某项功能怎么用、 功能入口或前置条件、功能之间的区别与关系、正确情况下应该出现什么结果、有哪些限制或常见误解，就使用这个 skill； 也适用于在任意工作区规划怎样借助 MyAgents 的…

Matter (todo/task) domain — CRUD, status transitions, assignees, channels, timeline, and AI extract from chat messages. Load after octo-shared.

Adds new AI providers to claude-council, configures provider API settings, troubleshoots provider connections, and documents the provider script interface. Covers creating provider shell scripts,…

Look up CVE vulnerability details by ID via MITRE CVE API with NVD fallback — severity, CVSS score, affected products, and references

Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while applying the checklist rules.

Optimize an AI agent's harness for MCP-Atlas benchmark. Use when analyzing execution traces, diagnosing failures, and proposing improved prompts, skills, or harness code.

Apply, review, and explain TypeScript type conventions. Use automatically for tasks involving inference, readonly data, type-safe constants, template literal types, any and unknown, assertions, type…

按年份和事件整理指定人物出现过的照片，展示共同经历、成长变化、地点与同行人，并可生成可追溯的人物故事。

Expert knowledge for Azure AI Vision development including decision making, limits & quotas, configuration, integrations & coding patterns, and deployment. Use when using Image Analysis, Read OCR…

Two-mode aeon.yml workflow builder - analyze inspects URLs and emits a tiered, signal-verified skill-enablement plan plus an aeon.yml diff; enable flips slugs to enabled:true and opens a PR.

Create and modify Blueprint assets, variables, functions, components, event dispatchers, and interfaces. Use when the user asks to create a Blueprint/BP, add a variable or component to a Blueprint,…

Use when the task needs to run a local command and remember the result, inspect CLI output with provenance, follow a log or process stream, start or observe a background job, capture…

Generate A/B test variants for affiliate content. Triggers on: "create A/B test", "test my headline", "optimize my CTA", "generate variants", "split test ideas", "improve click-through rate", "test my…

Always-on guidance for solving tasks resourcefully. Teaches agents to escalate through skills, CLI tools, and custom scripts instead of refusing. Applies to any request where the agent lacks a…

公众号写稿｜长文写作｜文章润色｜改写续写 — 公众号长文 AI 写作，从话题或提纲生成完整初稿，支持改写、续写、润色、开头结尾优化，可调 DeepSeek / GPT / Claude 或由 Agent…

Use when setting up firebase_ai, generating text/chat with Gemini, streaming AI output, building multimodal prompts, or handling AI errors.

Write and run tests, ensure adequate test coverage, and fix failing tests

Canonical AT completeness gate — research-anchored 7-category taxonomy (C1-C7) + 15-item mechanical checklist. Paradigm-neutral. Drives acceptance-designer reviewer verdict deterministically.

Use when a solo founder in mainland China asks which business entity to register (个体工商户、个人独资企业、一人有限公司), how registration works, or what ongoing compliance a one-person company must keep…

Guide for setting up and using the AgenticX memory system including Mem0 integration, long-term memory, context management, and memory-enhanced agents. Use when the user wants to add memory to agents,…

Multi-objective Evolution of Heuristics (MEoH) method skill. USE WHEN the user explicitly requests MEoH / Multi-objective EoH, or wants Pareto-based population evolution with archive for…

Use when a single agent demonstrably cannot handle the task and multi-agent coordination is justified.

Clarify domain concepts, language, boundaries, and durable architectural decisions. Use when terminology is ambiguous, the user is shaping a domain model, or a design depends on resolving what…

网文语言与文风光谱。当用户需要调整文风、选择叙述视角、运用修辞技法、植入玩梗、增强画面感时触发。覆盖白描/华丽/口语化/文艺/中二/翻译腔/新媒体风等文风类型，以及特写/慢镜头/蒙太奇/空镜头/长镜头等画面感技术。

Read current Unity Console entries from a running Editor. Use during bug investigation after compile, tests, PlayMode, dynamic code, or immediately after `uloop-pause-point`.

Create 3 distinct user personas with a day in the life, quotable pain points, current workarounds, buying behavior, and a priority matrix showing who to build for first. Use when a founder needs to…

This skill should be used only when the user explicitly asks to use `$ralph-specum-feedback`, or explicitly asks Ralph Specum in Codex to draft or submit feedback.

Create new FreeCAD AI skills, modify existing skills, and iteratively improve them. Use when users want to create a skill from scratch, update or optimize an existing skill, capture a workflow as a…

Use before connecting a new MCP server to your agent — produces a structured security review covering source, permissions, tools, network, and approvals.

Convert 'Applied intelligently' Cursor rules (.cursor/rules/*.mdc) and slash commands (.cursor/commands/*.md) to Agent Skills format (.cursor/skills/). Use when the user wants to migrate rules or…

Agentica server + Claude proxy setup - architecture, startup sequence, debugging

Teach an unfamiliar topic from first principles with a picture-first HTML explanation, saved in Grain when connected. Use for "explain from scratch," "I'm lost," "what does this mean?", "explain in…

Run a focused STRIDE-based security review using Bug Hunter-native artifacts. Use whenever the user asks for a full security audit, repository security review, weekly security scan, PR security review…

Conducts comprehensive web research, synthesizes data from multiple sources, and produces detailed reports.

Holds the two testing disciplines this package learned by paying for them, and points at the rest. Use when writing or changing a test under tests/, touching a golden snapshot, or fixing a…

Use this skill for MolMIM, NVIDIA's BioNeMo NIM microservice for small-molecule latent-space generation and optimization. Invoke for MolMIM, molecular embeddings, hidden states, latent decoding,…

Orchestration spine and "what do I do next?" router for the BMAD Planning & Orchestrator plugin. Detects current planning state by scanning the output folder for which artifacts exist…

Use Ontoly's deterministic Software Graph and MCP capabilities for repository architecture, request tracing, dependency analysis, configuration lookup, and impact analysis before falling back to…

Design and operate memory systems for long-running AI agents. Covers context window optimization, summarization strategies, vector-based retrieval, episodic memory, memory consolidation, and garbage…