AI Ml AI Skills

Before merge, mechanize Documentation-First — derive the code delta from git diff, then verify required docs are in sync (CHANGELOG, docs/api, CLAUDE.md/ROADMAP). Any SDK-package change must carry a…

Read and write Discord: list servers and channels, read recent messages, send messages, open DMs. Trigger phrases: discord, discord server.

Help users build a sustainable engineering culture by measuring health through frameworks like Core 4, managing technical debt as leverage, and optimizing workflows with AI tools.

Set up and run Deepsec vulnerability scans, triage, and CI gates. Use for Deepsec work or an explicitly requested agent-powered vulnerability scan.

Author editable SVG technical infographics — architecture, flow, comparison, hierarchy — by computing the layout numerically before writing markup, then rendering a 2x PNG via headless Chromium.…

Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance criteria, or…

Generate a comprehensive marketing website for a web app — multi-page with real screenshots, animated GIF walkthroughs, feature deep-dives, and workflow demonstrations. Browses the running app,…

Tabular Editor documentation search and configuration file guidance (.tmuo, Preferences.json, UiPreferences.json, Layouts.json). Automatically invoke when the user asks about "TE docs", "Tabular…

Multi-shop management — category separation, brand differentiation, efficiency optimization

Search arXiv for preprints in physics, math, CS, quantitative biology, quantitative finance, statistics, electrical engineering, economics. Use when: (1) finding preprints by topic, (2) searching by…

Control Android camera - get camera info, take photos, and access camera capabilities.

Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference as verified, suspect, or not found, with…

Running scripts and code on Windows

Expert knowledge for Azure Cache for Redis development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, and deployment. Use when…

Generate images and video through the Higgsfield MCP - text-to-image, text-to-video, and image-to-video with motion control across 100+ models. Generation draws real credits from the connected…

Create, inspect, and edit StateTree assets — states, tasks, transitions, conditions, considerations, and property bindings for AI behavior and game logic (StateTreeService). Use when the user asks to…

Create YOUR personal guarantee on top of the product's guarantee for risk reversal. Triggers on: "create a guarantee", "guarantee for my affiliate", "risk reversal", "money back guarantee", "what…

Shared density-resolution contract for wave skills. Canonical detail on the D12 cascade, density resolver call, ad-hoc override workflow, and DocumentationDensityEvent telemetry emission. Referenced…

Self Learning from this machine's Claude Code, Codex, Hermes, OpenClaw and Cursor sessions. Decide skill changes and lessons with accept/reject/tbd; recall lessons at session start.

Extract a DDD-style ubiquitous language glossary from the current conversation, flagging ambiguities and proposing canonical terms. Saves to UBIQUITOUS_LANGUAGE.md. Use when user wants to define…

This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis…

合成视频解说最终成片：把旁白音频铺到源视频上，按旁白窗口压低原声，生成 SRT / ASS 字幕并可烧录， 最后做响度标准化。作为最终合成阶段使用。输入源视频、tts_meta.json 与旁白位置； 输出 recap 成片和字幕。触发词：视频合成、混音、字幕、压字幕、assemble video、mux、ducking、subtitles、成片。

Use when implementation is done and tests pass and the user must choose to merge locally, open a PR, keep the branch, or discard it. Presents those four options, executes the choice, and cleans up the…

Create three UI mockup options per round, then refine the user's favorite until they approve one. Works from screenshots of the current product or from agreed references for something new, with…

Drive the async-dev pipeline from one entry point, whether setup, run, or review. Use when the user wants to install async dev, run a ready issue, or address PR review comments, or on a webhook…

Behavioral frameworks, technical interview patterns, system design, coding, and negotiation prep

Write and polish vertical short-drama scripts: outlining, episode drafting, pacing/dialogue edits, face-slap and hook ideation.

Execute natural language tasks using AI

Alabama Form 40 (full-year resident): how I do it

Troubleshoot Astronomer production deployments with Astro CLI. Use when investigating deployment issues, viewing production logs, analyzing failures, or managing deployment environment variables.

Background memory consolidation — overnight review, merge, and injection payload for memory files.

Use when validating or evaluating a trained medical-imaging model. Audits split leakage and validation design, computes task-correct held-out metrics (Dice + HD95, AUROC + AUPRC, FROC, calibration),…

Run a month-end (or period) close checklist against a Well workspace — verify everything is reconciled and posted before the books are closed. Use when the user asks to close the month/period, run a…

Structured review processes, conventional comments, language-specific checklists, and feedback templates. Use when reviewing PRs, conducting code review, or standardizing review practice.

Generate single-file HTML visual explanations for learning and review. Use this skill when the user wants concept maps, process diagrams, principle demos, comparison diagrams, timelines, AI/ML model…

Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

Multi-method stock valuation using DCF, comparable company analysis, EV multiples, and residual income models

Create a automation roi calculator with structured process, quality checks, and system integration

用于【AI科幻】题材下的故事面设计、重写与审计。作为题材包装层与兼容入口，负责保留AI科幻入口名、补充社会议题、异常数据与人物后果耦合口径，并明确要求优先强制加载并使用 `通用-设计故事面`。关键词：AI科幻故事面、M0、X线、供血锚点、卷级推进。

Use when you land in an unfamiliar or inherited codebase and must get productive fast: a breadth-first map of entry points, request flow, module ownership, hidden side effects (cron, webhooks,…

Setup visual regression testing with Storybook stories, configuration, and CI/CD workflows. Supports Chromatic, Percy, BackstopJS. Auto-invoke when user says "set up visual regression", "add Chromatic…

基于 JSX 组件 自定义页面设计器 dataSourceMap 专用技能。仅用于维护已存在的 Page dataSource.online / this.dataSourceMap.<name>.load() 形态。`YidaCodeCanvas` 组件没有 dataSourceMap；使用 `YidaCodeCanvas` 组件实现的自定义页面数据接入必须改用…

Validate addon, framework, or extension structure and manifest

Send and receive SMS/MMS, handle opt-outs and delivery webhooks. Use for notifications, 2FA, or messaging apps.

Email and newsletter strategy for creators and brands — the owned-audience layer that social feeds. Use when someone wants to "start/grow a newsletter," "build an email list," "turn followers into…

Implement caching with the Symfony Cache component; configure pools, use tags for invalidation, prevent stampede

Написание и запуск Claude Code dynamic workflows (JS-оркестратор субагентов). Use when user просит workflow своими словами или включает ultracode, нужен fan-out на десятки-сотни агентов, codebase-wide…

When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platform. Also use when the user mentions 'ad…

Query RCSB PDB for experimental protein structures. Use when user asks about crystal structures, X-ray, cryo-EM, NMR structures, or PDB IDs. Triggers on "pdb", "crystal structure", "cryo-em", "x-ray…

Rank an existing set of context chunks by relevance, diversity, freshness, and utility. Use when retrieval has already produced candidates that must be scored or reranked; use context-retrieval when…

Wibi Style 官方视觉风格：把一张照片转换成红蓝手绘时装，并根据照片设计手写海报文字。适合单人穿搭照、街拍和动作清楚的半身或全身人像。适用于用户要求红蓝手绘时装，或明确调用 $red-blue-fashion-manga 时。