Productivity AI Skills

Structured planning methodology with research, brainstorming, phased plan creation, risk assessment, and plan-to-build continuity.

Design and audit a hand-crafted radiomics study end-to-end to Radiology (RSNA) / CLEAR / IBSI standard — image preprocessing (resampling, intensity normalisation, gray-level discretisation/bin width,…

Estructura un análisis de retención, investigación de churn o deep-dive de engagement para cualquier equipo de producto. Utiliza cuando se te pida analizar la retención de usuarios, investigar churn,…

Use when the ScienceWorld environment returns an "Ambiguous request" prompt with a numbered list of identical action options. This skill resolves the disambiguation by selecting the lowest available…

Elai AI avatar videos: list avatars, check videos, and render avatar videos. Trigger phrases: elai, avatar video, AI presenter, talking head video.

Create an offline HTML explanation of a code diff, PR, or branch. Use when an interactive code-change walkthrough is requested.

Evaluate URLs and tools — check vault coverage, assess relevance, recommend save or skip

Set up Tailwind v4 + shadcn/ui themed UI with dark mode. Install deps, configure CSS variables via @theme inline, wire dark mode toggle, verify. Use whenever the user mentions Tailwind v4, setting up…

Define material properties for FEA models. Use when user mentions steel, aluminum, Young's modulus, elastic, plastic, density, or asks about material properties.

Design and run a documentation system for a team or product. Use this skill when planning what to document, choosing a documentation tool, organizing existing docs, fixing stale documentation,…

Use when the user needs a GEO-friendly page blueprint for a specific product, topic, article, ranking, comparison, FAQ, knowledge-base, or case page, especially when the work must become implementable…

Build a content calendar: topics by platform and date, pillar and funnel tags. "plan next month's content"

Turn broad requirements, large stories, epics, features, initiatives, or backlog items into small end-to-end child stories without turning them into technical component tasks. Use when refining a…

Validate SCCM TAKEOVER-1 style hierarchy takeover via NTLM coercion and relay to the site database, with C2-aware relay-host planning, operator SSH access requirements, prechecks, and evidence…

Catalyst Center device inventory and site management - list/filter devices by hostname, IP, platform, family, role, reachability; view site hierarchy; get interface details per device; device…

Performs a meta-level review of how well an implementation followed its plan, classifying divergences and recommending AI-Layer improvements. Use after an execution report exists to find bugs in the…

Audits and hardens API credential handling (env vars, separation, rotation plan, least privilege, auditability). Use when integrating services or preparing production deployments where secrets must be…

Implement proven sales methodologies (MEDDIC, BANT, Sandler, Challenger, SPIN) across your team. Generate framework-specific questions, score deals, train reps, and enforce consistent qualification.…

7 agentic design patterns with decision tree for choosing the right pattern for each agent type

Validates bounded cybersecurity exercise observations against approved scope, expected behavior, runtime controls, and redacted evidence. Use when performing safe offline validation or authorized…

Social engineering testing - phishing, pretexting, vishing, and physical security assessment techniques.

Use when the user asks for an incident response plan, IRP, escalation matrix or incident playbook. Writes an offline HTML plan with severities, escalation contacts and comms; DR restores service, IRP…

OPS on-demand: This skill should be used when the user asks to "what should I do next", "priority…

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal…

When the user needs to organize product initiatives into a prioritized, time-sequenced plan with outcomes and dependencies.

Create a user story map that lays out activities, steps, tasks, and release slices. Use when planning a workflow, backlog, or MVP around the user journey.

Use when choosing the model for a medical-imaging study. Picks a paper-grounded architecture family (CNN/ViT, U-Net/nnU-Net, detection, SAM/foundation, GNN), then vets the concrete repo or checkpoint…

Your AI CFO for bootstrapped startups, named after Charlie Munger who embodied the principle that capital discipline is a competitive advantage. Provides financial frameworks for cash management,…

Debug AEM Workflow issues on AEM as a Cloud Service — stuck workflows, failed steps, missing Inbox tasks, launcher failures, stale instances, thread pool exhaustion, queue backlogs, purge failures,…

Use this skill when you need to design Postman collections, environments, scripts, and Newman-ready API regression plans; triggers include Postman API testing, API testing, and api-test-postman.

ACI PAY.ON integration. Manage data, records, and automate workflows. Use when the user wants to interact with ACI PAY.ON data.

Defines environment variables, architecture design, and build/test commands. Use when configuring environment or designing architecture.

Use this skill when training an AI assistant for sales or SDR messaging, building an SDR chatbot, writing lead follow-up messages by lead status (form filled, meeting booked, missed call), or creating…

Create an isolated Git worktree/branch or Jujutsu workspace, then verify a clean test baseline before code. Use when starting a feature or task.

Move quality earlier in the development lifecycle. Covers dev/QA pairing patterns, Three Amigos sessions, TDD facilitation (Red-Green-Refactor), PR review checklists for testability, and Definition of…

Control README.md. Use when 初始化；用户入口或运行方式变化，or when project-initialization creates or audits this artifact.

Build Tier 1/2/3 cold outreach sequences differentiated by personalization depth and research signal strength during PRD v0.9 Go-to-Market. Triggers on requests to plan cold outreach, founder-led…

Act as an active outline partner who develops structure collaboratively. Use when developing, iterating, or improving story outlines. Generates scene beats, character arcs, plot structures, and…

Create a plan to migrate platforms or runtimes. Use when a senior developer needs a phased migration approach.

把大学英语四级备考从“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_cet4_sprint.run.

Video strategy, scripting, and optimization for YouTube, TikTok, Reels. Use when the user requests 'video strategy', 'YouTube', 'video script', 'Reels', 'video SEO', 'thumbnail', 'video ad',…

/em:postmortem — Análise Honesta do que Deu Errado

Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke to configure route handlers, implement middleware, set up API routes, add streaming SSR, write…

历史材料解析题教练：按"读出处 → 提取信息 → 结合所学 → 得出结论"四步，陪学生做当前这道材料题；同时持有历史错因维度表，负责历史错题的深度归因；高中必修与选择性必修另有相近史事与概念对照、按学业质量分档的材料题样板。 触发语示例（须带上具体材料或题目）："这道材料题怎么答""这段史料说明了什么""这则材料可信吗""我材料题为什么总答不全""这道历史错题帮我分析一下错在哪"。…

When the user wants help with pricing decisions, packaging, or monetization strategy. Use when the user mentions 'pricing,' 'pricing model,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,'…

Generate a monthly financial summary with metrics, trends, and anomalies.

Event planning with timelines, budgets, vendor coordination, logistics checklists, and post-event evaluation. Use when organizing conferences, workshops, galas, or corporate events.

Cloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimization, conformer searching, molecular property…

Use when working with code refactoring context restore

Zoom Video SDK for macOS native desktop apps. Use when building custom macOS video sessions with native UI control, tokenized join, and desktop-oriented media/device workflows.

应用于商务出差、管理咨询、客户拜访等场景的系统化行李打包框架，基于麦肯锡校友经验，确保"做好准备"的核心原则。适用于准备商务出差行李、希望遵循麦肯锡经验法则、需要确保不遗漏关键物品的场景。