AI Ml AI Skills

Use when evaluating Chris Hohn / TCI-style concentrated quality investing: exceptional businesses, pricing power, high returns on capital, engagement, and long-duration concentrated ownership.

Edit Unity Animator Controllers and drive runtime parameters

Keep a live thesis honest: pillar status, evidence ledger, monitoring triggers, drift detection. Triggers on thesis tracker, thesis update, is the thesis still intact, post-earnings thesis check,…

Manage evidence freshness by identifying stale decisions and providing governance actions

Run a short personal check-in that picks up where the last one left off, following up on what the user said they would do and recording what changed. Use when the user says good morning, asks for a…

Use when preserving product intent, acceptance criteria, decision memory, open loops, roadmap context, or the product-manager continuity layer of an agent team.

Turn a known bug into a tight, red-capable reproducer, then prove the reproducer locks that bug with a reversal negative control (reintroduce the bug → reproducer must go red again). Use at the start…

根据目标说明生成可直接预览的单文件 HTML 网页，并落到工作区供右侧 viewer 预览。

Crear un Documento de Requisitos de Producto siguiendo una estructura de plantilla PM probada. Úsalo cuando te pidan escribir un PRD, especificación de producto, especificación de características o…

Perform a one-time migration from memory v1, to memory v2, which was introduced in 0.8.0.

Work with Descript projects and async Underlord/agent jobs: list projects, submit publish jobs, poll job status. Trigger phrases: descript, video editing, publish video, descript project.

Help users conduct high-impact customer interviews that move beyond surface-level feature requests to identify root emotional frustrations and specific causal triggers.

Coordinate assigned specialist tasks and handoffs manually. Use when supervising a multi-agent project step by step.

Frontend development specialist covering React 19, Next.js 16, Vue 3.5, and modern UI/UX patterns with component architecture. Use when building web UIs, implementing components, optimizing frontend…

Pull latest agent harness improvements from the remote kit repository. Shows a dry-run diff summary, waits for confirmation, then applies updates.

Use when building, debugging, or evaluating CloudBase PostgreSQL / CloudBase PG / PG mode apps, including Postgres schema setup, queryPgDatabase/managePgDatabase, JS SDK v3 app.rdb() CRUD/RPC, PG HTTP…

Review a web app or page for visual design quality — layout, typography, spacing, colour, hierarchy, consistency, interaction patterns, and responsive behaviour. Not a UX audit (that checks usability)…

Interactive BPA rule generation for Power BI semantic models; guided discovery, model investigation, and expert rule authoring. Automatically invoke when the user mentions "BPA rule", "Best Practice…

Digital product creation and selling — templates, printables, planners, digital art, delivery setup

Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

Automated LLM-driven hypothesis generation and testing on tabular datasets. Use when you want to systematically explore hypotheses about patterns in empirical data (e.g., deception detection, content…

Install an improved variant of one named skill: resolve it by local path, repo, or name, run skill-creator's retrofit on a throwaway copy, then install the improved result. Don't use for improving in…

数字生命卡兹克（前UI/交互设计师→AI自媒体人→虚实传媒CEO→AIFUT大会发起人）的AI科技自媒体创作思维——平实直接、数据碾压、自嘲幽默、硬核输出。 触发词：「数字生命卡兹克视角」「像卡兹克那样写」「AI产品实测」「AI工具测评」「干货AI教程」。 擅长：AI产品实测与横评、AIGC创作实验、AI行业大会策展、Slogan式干货输出、数据粉碎型文案、一人对抗内容平台的全栈内容生产。

Control Android audio - get/set volume, mute/unmute for media, ringtone, notification, and call volumes.

Censys lookups: hosts, certificates, services on the public internet

Expert knowledge for Azure Boards development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when…

Curated trending across GitHub repos and the Hugging Face Hub (models, datasets, spaces) - filtered, clustered, and labeled by momentum with a one-line why-notable per pick.

Extract the actual cause from a stack trace instead of pattern-matching the error type. Use on any crash or exception.

Configure Unreal Engine project settings and editor preferences — UI appearance, toolbar icons, scale, colors, and any UDeveloperSettings subclass (ProjectSettingsService). Use when the user asks to…

Deploy affiliate content to GitHub Pages for free hosting. Triggers on: "deploy to GitHub Pages", "host on GitHub Pages", "free hosting for my affiliate site", "push to GitHub Pages", "GitHub Pages…

Use when creating mocks, stubbing methods, verifying interactions, registering fallback values, or choosing between mocks, fakes, and real objects (Mocktail).

Tactical DDD — aggregate design rules, entities, value objects, domain events, repositories, domain services, and anti-pattern detection

Adversarial review and fix loop for code, specs, plans, and migration manifests.

Search, create, and manage notes in the Obsidian vault with wikilinks and index notes. Use when user wants to find, create, or organize notes in Obsidian.

Use when linked docs drift, when a source file changes and downstream PRDs, decks, or notes must follow, or when a .sync-report.md exists. Diffs the proposed edits, applies them only after approval,…

Publish an agent session as a readable trace page in Grain, with the story, key moments, every request and step on a timeline, subagents, and the pull requests it opened. Use when asked for a trace or…

Reproduce and fix a known bug, or find an unknown root cause by hypothesis validation. Use when the user wants to fix a bug, find why something breaks, or reopen a stuck investigation. Not for…

A comprehensive skill for mastering negotiation — from preparation and frameworks to tactics, multi-party dynamics, and closing. Covers salary negotiation, buyer vs seller dynamics, remote…

编排大情节点与详细情节点一键生成：预处理、提取、细化、格式化。 适用于需要完整情节骨架与逐点展开时；提到情节工作流、情节点流水线时使用。

Configure Linux and Windows sandboxes, persist machines between runs, and install custom software

Use this skill whenever asked about Alabama individual income tax for self-employed individuals or sole proprietors — filing Form 40, AL estimated tax (Form 40-ES), Alabama tax brackets, Alabama…

Complex DAG testing workflows with debugging and fixing cycles. Use for multi-step testing requests like "test this dag and fix it if it fails", "test and debug", "run the pipeline and troubleshoot…

Kubernetes operations: debugging, security, RBAC, and infrastructure tooling.

Searches, saves, and maintains a local document index through a local RAG MCP server. Use when user says "search my docs", "save this page", "read around that chunk", "sync my index", or invokes `npx…

Forecast cash flow and runway for a Well workspace from booked invoices and collected bank transactions. Use when the user asks for a cash-flow forecast, runway, how long until they run out of cash,…

Chain patterns for multi-phase pipelines: MCP detection, handoff files, checkpoint-resume, worktree agents, CronCreate monitoring. Use when building or debugging a pipeline skill.

Track competitor blog posts, whitepapers, and content strategy. Identify content gaps in your strategy.

This skill should be used when the user asks to "梳理知识", "整理笔记", "画知识框架", "总结要点", "提炼知识点", "一章总结", "知识清单", "帮我整理这章", "做个知识图谱", "总结重点", "画思维导图", "归纳知识点", "整本书的要点", "帮我提炼考点", or when the user provides…

Symbolic execution and constraint solving with angr, Z3, Unicorn, and Qiling. Activate when license logic, crackmes, or VM input puzzles need automated path exploration and input synthesis.

Turn a decision you can't fully answer into a questionnaire for someone else to fill in.

Constructing prefetch queries for hybrid retrieval, including BM25/dense and multi-field setups, and choosing a lexical retrieval method. Use when someone asks 'dense and sparse in one search?', 'how…