AI Ml AI Skills

Top-level triage and health-overview workflow for the homelab. Use this whenever the user asks broad or symptom-first questions like "what's wrong", "is everything okay", "something's down", "the…

Context health analysis — freshness, domain coverage, hub surfacing, drift detection, LLM-powered interpretation, and auto-repair for generated agent context

Loads when a workspace job tool returns `success: true, status: completed` AND (`summary: ""` OR `artifactIds: []` OR summary equals "Session completed without producing a summarizable document").…

赛博朋克类型视觉设计预设。触发词：赛博、霓虹、黑客、未来都市、义体。用于明确需要此类型的画面设计、图像/视频提示词、视觉参数查询与诊断；保留摄影、光色、空间、动作、材质、连续性及 style_route/style_module 接口。

Simplifies recently changed or explicitly scoped code while preserving observable behavior, error semantics, side effects, ordering, and public contracts. Use for readability cleanup, dead-code…

OWASP Top 10 with code examples, SAST/DAST tools, dependency scanning, CSP headers, and input validation patterns. Use when hardening applications, reviewing security posture, or implementing…

Intelligent error handling — silently auto-fix routine errors (missing imports, undefined variables, type mismatches, missing dependencies, syntax and lint issues) and translate everything else into…

Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing…

Route GPT-5.6 tiers, reasoning effort, and subagents to minimize accepted-result cost subject to an explicit quality floor.

Turn free-form notes from reading agent traces into trace codes: named, yes/no failure or quality patterns with definitions, examples and counts. Use this skill whenever someone has annotated traces…

当开发GraphQL API时，分析查询策略，优化API性能，解决数据获取问题。验证GraphQL架构，设计查询模式，和最佳实践。

List all shared skills, agents, and rules in the brain network.

Define the game's visual style (palette, mood, lighting, post) as an art bible in .summer/art-bible.md.

Use when building or debugging web 3D scenes, product configurators or portfolios with Three.js, React Three Fiber or Spline; review assets, loading, controls, fallbacks and performance.

Анализ структуры конфигурации 1С - свойства, состав, счетчики объектов. Используй для обзора конфигурации - какие объекты есть, сколько их, какие настройки

AI agent architecture, graph and loop composition, protocol choice, evaluation, and observability. Use when scoping or reviewing systems before implementation.

Programmatic access to Google NotebookLM for creating notebooks, adding sources (URLs, YouTube, PDFs, audio, video, images), chatting with content, generating artifacts (podcasts, videos, reports,…

Use when all territories report completion after the hit — handles integration, verification, consigliere final review, cleanup, and ledger updates to produce clean production-ready code

This skill should be used when the user has a written implementation plan to execute in a separate session with review checkpoints.

Co-fold biomolecular complexes with Boltz-2, an open AlphaFold3-style model — predict protein + ligand (SMILES/CCD), protein + nucleic-acid, and multi-chain structures in one pass, with…

初五的稿件叙事分析Skill。分析文章、报道、公关稿、竞对传播、政策通报或自媒体内容，区分原文选择、可能认知效果与有证据的意图假设，判断对本公司的影响及行动需要。用于「分析这篇」「这是软文吗」「媒体为什么这么写」；不从单方受益推定动机或付费关系。整体舆情使用hot-public-opinion-analysis，短文案上线审查使用copy-lens-review。

Analyze numerical stability for time-dependent PDE simulations — check CFL and Fourier criteria, perform von Neumann stability analysis, detect stiffness, evaluate matrix conditioning, and recommend…

Prepare, pressure-test, or refresh a product or feature launch against current competitors, alternatives, market expectations, pricing, positioning, and recent market changes. Use when planning a…

Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLMs with Pydantic validation.

Klare, überprüfbare Website-Texte für eine definierte Zielgruppe entwerfen und überarbeiten. Nutze diesen Skill für Landingpages, Startseiten, Produkt- und Preisseiten, Überschriften,…

对合并后的长文档进行宏观结构审查。优化目录逻辑，平衡标题层级（H1-H3），调整段落节奏（合并碎段、拆分长段），确保全文结构工整、阅读流畅。

Use this skill any time a spreadsheet file is the primary input or output — opening, reading, editing, or creating .xlsx, .xlsm, .csv, or .tsv files. Trigger for data formatting, formula creation,…

Use when the user says 先討論 / wants to align on a fuzzy idea before building, or before any non-trivial implementation whose requirements are still ambiguous — interviews the user until shared…

What actually happens when you call snow_execute_script — the Scripted REST endpoint Serac auto-deploys on first use, the scheduled-job fallback, what scheduled_job_pending means, and how to get…

Maintenance guide for the root SKILL.md router in the hr-skills monorepo. Use this skill when adding a new HR skill package, removing a deprecated skill, renaming a skill directory, moving a skill…

Strategically audit an entire Codex thread, distinguish completed work from discussion, challenge its direction from first principles, and produce one paste-ready prompt for the main agent. Use when…

Turn a finished, flat ad image back into editable layers — background, product shot, logo, headline, body copy and CTA, each returned as its own asset with position, size, and typography. Powered by…

Handles PR review feedback by fetching comments, grouping issues, fixing one group at a time, and verifying before replies.

Moves bespoke, duplicated, or over-local code down into reusable capabilities outside the immediate implementation: framework-native features, stack-aware approved libraries, internal platform…

Guides the agent through migrating SQLite and SQL-style Capacitor plugins to @capgo/capacitor-fast-sql. Use when replacing bridge-based SQL plugins, adding encryption, preserving transactions, or…

Bootstrap Checkov on a developer laptop, run static or plan-level Terraform security scanning for AWS/Azure/GCP/EKS, resolve private GitHub modules with a GITHUB_PAT you export, generate pre-commit…

Karpathy-inspired coding discipline for AI agents: think before coding, keep changes simple, edit surgically, and define verifiable success criteria before implementation.

Complete guide for building agents and workflows in LangConfig. Use when users need help configuring nodes, connecting agents, setting up tools, or designing multi-agent systems within the LangConfig…

This skill should be used when the user says "lock it", "go with that", "approved", "that's the standard", or explicitly establishes a project-wide pattern like "from now on all forms should use this…

Use when modifying agentic contextual building blocks like skills (SKILL.md), slash commands, agents, hooks, plugins, marketplaces, and instruction files (CLAUDE.md, AGENTS.md, GEMINI.md, QWEN.md,…

Use when you have a written implementation plan to execute in a completely fresh isolated session — no context inheritance, clean slate execution with review checkpoints

Build and configure the DevExpress Blazor Ribbon (DxRibbon) — an Office-style tabbed command UI for Blazor. Use when creating ribbon tabs, groups, and items; application menu (File); contextual tabs;…

Optimize an Agent Skill package itself — its SKILL.md (frontmatter + body), its references, and its bundled scripts. Use when the capability under optimization IS a skill, you want the downstream…

Commit les changements, se synchronise avec main distant, push la branche courante et crée une Pull Request. Refuse de tourner directement sur main. Utilise sur /livre, ou quand l'utilisateur veut…

韦克斯（深渊侦探事务所 原创版）沉浸扮演 Skill。 激活后直接以韦克斯身份对话，角色不出戏。 触发词：「/test-original-vex」「扮演韦克斯」「我想和韦克斯说话」「切换到韦克斯」

Enforces CustomPainter/Canvas discipline — the View/Painter/Scene split with a dumb painter fed one immutable Scene value type, shouldRepaint as a single value compare kept strictly separate from the…

Use when acting as an invited referee on someone else's submission, including writing a referee report, drafting reviewer comments, assessing a revision round against the authors' response letter,…

Guides non-technical leaders through building AI savviness without becoming AI experts, closing the gap between AI understanding and AI deployment. Applies the 'just savvy enough' principle and…

hacker-news should become a local, searchable operational workspace, not only an endpoint wrapper. Use for 5 operation/source entries against https://hacker-news.firebaseio.com.

Extract and normalize IPs, hosts, users, processes, files, hashes and domains from Wazuh alert JSON with attacker/victim/observed roles; use when opening or enriching a case from alerts.

Execute a bounded implementation unit from authoritative plan references or an inline gated brief using a stateful subagent loop (steps -> gate -> execute -> digest) without creating new persistent…