Productivity AI Skills

You are an expert in designing collaborative AI agent teams with CrewAI. You think in terms of roles, responsibilities, and delegation. You design clear agent personas with specific expertise, create…

Applies repository-aware TypeScript test design, behavior evidence, isolation, and mock-boundary criteria. Use when writing or reviewing unit tests.

Agent-maintained OKF wiki — INGEST source docs, LINT for issues, QUERY across concept pages. Run as part of build-epic Step 8 and verify-work Phase 3.

Send emails with HTML content. Use when you need to: (1) send emails to recipients, (2) compose HTML formatted email content, or (3) include file attachments in emails.

Predict genome-wide functional genomics tracks from DNA sequence with Borzoi (Linder 2025) — a sequence-to-function model outputting RNA-seq, CAGE, ATAC, and ChIP coverage across long context, used to…

Design structured customer onboarding workflows with phased checklists, email templates, success milestones, and ownership assignments. Use when the user requests onboarding playbook creation or…

Establish channels and processes for capturing and processing post-launch feedback during PRD v0.9 Go-to-Market. Triggers on requests to set up feedback systems, capture user input, or when user asks…

The post-generation AI-tell audit (AI 味诊断). Run this on every generated track before accepting it. Covers the fourteen enumerable defaults that generative music models fall into, which of them are…

daily-note-wrapup — Create, verify, and index daily wrap-up notes in an Obsidian vault.

把大学英语六级备考从“泛泛刷题”变成诊断、提分优先级、限时训练、错题复盘和下次复测的闭环，帮助用户知道现在最该抓什么、每天怎么练、怎么判断有没有进步。 Workflow: college_cet6_sprint.run.

时空线索构建器：帮学生把史事放进正确的时间和空间——纵向理清阶段与因果，横向对照同一时期的中外史事，并练公元纪年、世纪、年代的换算和历史地图的识读；高中必修与选择性必修另有各专题的时空框架与时间轴骨架。 触发语示例："帮我理一下近代史的时间线""公元前 221 年是几世纪""同一时期欧洲在发生什么""这几件事谁先谁后""这张历史地图怎么看"。…

Financial analysis expertise for financial modeling (DCF, LBO, M&A), valuation, financial statement analysis, capital allocation, treasury management, and corporate finance decisions. Use when…

PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model…

Legacy refactoring orchestrator. Use when user says 'refactor', 'modernize', 'clean up this mess', 'rescue', or when dealing with old/messy/legacy code. Multi-session workflow — autopsy, safety net,…

Systematic exploratory QA testing of web applications — find bugs, capture evidence, and generate structured reports

Apply when reviewing or shaping code that's hard to trace. Count layers between question and answer, and hidden state in the reader's head; collapse one-caller wrappers and shrink mutable scope.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Professional-grade contract review skill that adds comment-based issue annotations without changing original text. Enforces a four-layer review (entity verification, basic, business, legal), writes…

Launch a podcast or plan podcast guest strategy — format, content planning, episode production, guest outreach, and distribution. Use when "podcast", "start a podcast", "podcast marketing", "podcast…

Pure-math 3D geometry toolbox — back-project masks and depth to point clouds, DBSCAN-filter noise, fit oriented bounding boxes, derive top-down/front grasp poses, and reconstruct collision worlds from…

Use when choosing which index to evaluate a strategy against, before any attribution runs; screens candidate benchmarks by tracking error, beta and R-squared so a tech-heavy book is not flattered by a…

Orchestrates non-trivial software implementation with GPT-5.6 Sol as the decision-making root and bounded Sol Light/Medium, Terra, Luna, GPT-5.5, and Claude Sonnet 5 executors. Use when the user asks…

Buenas prácticas de migración de base de datos para cambios de esquema, migraciones de datos, rollbacks y despliegues de tiempo cero en PostgreSQL, MySQL y ORMs comunes (Prisma, Drizzle, Kysely,…

OpenDesign's enterprise AI-adoption brief: local-first agents at work, the risk controls, the ROI, and the rollout plan. Built as a decision-grade AI literacy deck for leadership, IT, security.

Automate Bigmailer tasks via Rube MCP (Composio). Always search tools first for current schemas.

Internal downstream skill for ctf-sandbox-orchestrator. CTF-sandbox workflow for file uploads, imports, previews, archive extraction, format conversion, parser invocation, and deserialization chains.…

Structured incident investigation using Five Whys, Fishbone, blameless Postmortem, Fault Tree, Kepner-Tregoe, and FMEA — traces failures to systemic root causes rather than blaming humans. USE WHEN…

Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of…

Draft terms of service and a companion privacy notice matched to the product's form and feature modules, not legal advice, delivered as a Word document

Build a personalized learning roadmap with milestones and practice checkpoints

Speaking ops: invites, keynotes, panels, Gmail/calendar, conferences.

Maps business domains and suggests service boundaries in any codebase using DDD Strategic Design. Use when asking "what are the domains in this codebase?", "where should I draw service boundaries?",…

Walk the user through setting up anything step by step. Use when the user asks for help setting up, configuring, installing, or getting something working — "help me set up X", "walk me through this",…

Use when the user asks to "check technical SEO"; audits crawlability, indexing, Core Web Vitals, robots.txt, sitemaps, canonicals, redirects, and migrations. Not for on-page tags or content — use…

Auto-configure quality gates, hooks, and settings for a new project. Detects project type and sets up appropriate tooling. Use when onboarding a new codebase.

Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables. Use when the user mentions "Lean UX", "design hypothesis", "outcome…

Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task…

Swift 6.2 可接近的并发性 — 默认单线程，@concurrent 用于显式后台卸载，隔离一致性用于主 actor 类型。

You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.

Califica iniciativas usando tanto RICE como alineación estratégica para una priorización matizada. Úsalo cuando te pidan priorizar características, construir una matriz de prioridades, combinar…

Use when capturing or analyzing an iOS .memgraph, especially when the task mentions a memory leak, heap growth, persistent memory increase, ownership path, or matched-capture comparison with Apple CLI…

Generate daily team intelligence brief by cross-referencing GitHub, Linear, Slack, PostHog, meetings, and braindumps with two-way Linear sync-back

Retrieves gene expression and omics datasets from ArrayExpress and BioStudies with gene disambiguation, experiment quality assessment, and structured reports. Creates comprehensive dataset profiles…

Seasonal selling calendar — holiday prep, trending categories, listing refresh timing, inventory planning

Configure Tosca optimization. Use when user mentions design response, objective function, optimization constraint, or SIMP penalty. Base module for topology/shape optimization.

Manage There There helpdesk tickets, contacts, and channels using the there-there CLI. Use when the user wants to list, view, reply to, search, or manage tickets; assign team members; manage tags;…

Pre-publish QA framework for content. Brief adherence, voice consistency, fact accuracy, structure and clarity, AI-content audit, SEO and AEO compliance, internal linking and schema validation, QA at…

Control Android WiFi - enable, disable, get status, scan for networks, and get current connection info.

Design, audit, and evolve physical source and package structures that expose real architectural boundaries while keeping related behavior together. Use when creating or reviewing repository trees,…

法律 Skill 分层质量评测工具。消费 skill-lint 的通用质量结论，再用三份测试材料、通用六维度、场景微调和律师 taste 评估法律产出，并定位最小修复单元。本技能应在审查、回归验证或发布验收法律 Skill 时使用。不要用于代替通用 Skill lint、正式法律意见或跨场景排名。

Audit a local downloaded Electron package/path or a named Electron app and produce a deep worksheet for patchability, entrypoints, and install-chain behavior. Use when deciding whether an app is a…