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Examine AI product reliability, learning methods, and model limitations through frameworks drawn from Andrej Karpathy’s public statements. Assess the gap between demonstrations and real use, uneven capabilities, and where people should retain control.

中文简介正在准备中。当前显示英语简介。

• Assessing AI product reliability beyond a demo
• Planning hands-on study of neural networks
• Examining LLM strengths and failure patterns

Create a reusable SKILL.md from research into a person’s thinking or a topic’s methods. Start with a name or a broad need, then extract mental models, decision rules, expression patterns, and limitations into a working skill.

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• Creating a thinking adviser based on a named person
• Finding a suitable perspective for an unclear need
• Building a skill from personal writing and decision notes

Examine startup ideas, product demand, writing, and career choices through frameworks drawn from Paul Graham’s essays and interviews. Reframe unclear questions, consider user needs and growth, and use writing and iteration to uncover better directions.

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• Testing startup directions against real user needs
• Reviewing a company through its founders, product, and growth
• Using writing to clarify an unfinished idea

Plan X content, improve opening lines and threads, and review account performance using post data. With a focus on AI and technology, the skill supports content reviews, weekly growth plans, and HTML diagnostic reports.

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• Finding topics for AI and technology posts
• Comparing opening lines and planning threads
• Reviewing posts and profile text

Examine product costs, technical plans, and industry assumptions through a framework drawn from Elon Musk’s public record. Compare prices with material costs, question unnecessary requirements, and explore whether to build components internally or outsource them.

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• Reviewing product costs against material costs
• Questioning requirements before automating a process
• Comparing internal production with outsourcing

Helps B2B SaaS teams define target customers, explain product value, and plan market launches. Includes positioning frameworks, competitor comparison sheets for sales, win/loss analysis, and guidance for international expansion.

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• Define ideal customers and buyer roles
• Clarify product positioning and messaging
• Prepare competitor comparison sheets for sales

Plan and improve paid advertising on Google Ads, Meta, LinkedIn, and other platforms. Develop ad copy, audience targeting, and budget plans, then use acquisition costs and advertising returns to guide campaign improvements.

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• Choose advertising platforms for a goal and budget
• Develop ad copy and creative test ideas
• Review campaigns with high customer acquisition costs

Find marketing approaches for a SaaS or software product from a categorized collection of 140 ideas. The skill selects relevant options based on audience, business stage, budget, and team resources, then helps explain how to begin.

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• Choosing pre-launch marketing ideas
• Finding acquisition tactics for a small team and budget
• Exploring channels beyond current marketing efforts

Plan customer acquisition through paid ads, SEO, and partnerships for growing B2B SaaS startups. Includes campaign templates, customer acquisition cost calculations, and HubSpot tracking guidance to connect marketing activity with sales opportunities.

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• Planning campaigns across ads, SEO, and partnerships
• Reviewing ad budgets and customer acquisition costs
• Designing campaign tracking in HubSpot

Plan product launches and feature announcements with staged releases, channel choices, and follow-up activities. Use it to organize Product Hunt preparation, early access, launch-day tasks, and ongoing announcements suited to the size of each update.

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• Planning a staged launch from internal testing to public release
• Preparing a Product Hunt launch
• Choosing channels for a feature announcement

Create social posts, short video scripts, and content calendars suited to each platform. Repurpose existing articles, podcasts, or videos, then use engagement data and successful post patterns to guide improvements.

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• Plan a weekly social content calendar
• Turn blog articles into posts for several platforms
• Draft LinkedIn posts and Twitter/X threads

Build integrations that use Xquik to search X posts, retrieve profiles and followers, monitor accounts, and draw giveaway winners. Includes API authentication, bulk extraction with cost estimates, real-time notifications, and MCP connections for agent access.

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• Searching posts and researching user profiles
• Extracting follower lists for CSV export
• Receiving notifications about account activity

Audit a site's SEO, plan related topic groups and internal links, and create page briefs and article drafts with metadata and structured data. Save findings and deliverables locally so later sessions can continue from previous work.

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• Audit technical SEO issues across key site pages
• Plan topic groups and internal links
• Create page briefs and SEO article drafts

Save reports with timestamps and categories, then retrieve the latest version using familiar keywords. Before delivery, check that links point directly to the relevant content and flag actionable items that lack a link.

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• Saving and retrieving the latest morning briefing
• Finding meeting digests by keyword
• Checking research report links before delivery

Populate a new GBrain knowledge base by importing notes, contacts, calendars, email, and other archives in a practical order. Connect people and companies across sources, filter low-value content, and resume interrupted imports from saved progress.

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• Choosing what to import after setting up GBrain
• Importing existing Markdown notes or an Obsidian vault
• Connecting contacts with meeting and email history

Audit citations across stored knowledge pages, fix formatting problems, and flag claims without sources. For X posts missing links, use the host's API integration to find matching posts and add verified URLs, with counts of fixes and unresolved gaps.

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• Standardizing citation formats across knowledge pages
• Finding claims that lack sources
• Restoring missing links to X posts

Connect NanoClaw agents to Cisco Webex through Chat SDK. Add the channel adapter, configure bot credentials and message delivery, and link team spaces or direct messages to agent groups, with support for threaded conversations.

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• Using an agent in a Webex team space
• Chatting with an agent through Webex direct messages
• Troubleshooting Webex authentication and message delivery

Build custom video calling experiences with Zoom Video SDK. The skill guides session joining, audio and video control, participant event handling, and custom interfaces, with references for web, mobile, and desktop implementations.

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• Building a video calling app with a custom interface
• Implementing session joining and token authentication
• Updating video displays as participants join or leave

Research a contact in Common Room using an email, social handle, or name. Bring together available background, activity, website visits, and company context, then suggest conversation starters supported by actual engagement signals.

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• Researching a contact before a sales conversation
• Reviewing recent activity and website visits
• Tracking changes in a contact's engagement

Draft marketing content for blogs, social platforms, newsletters, landing pages, press releases, and case studies. Adapt the format and tone to the audience and brand, with headline or subject options and search visibility recommendations for web content.

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• Draft a blog post with headline options and SEO suggestions
• Adapt a message for a specific social platform
• Write a newsletter with subject line options

Helps plan and improve an X/Twitter presence through profile reviews, competitor research, tweet and thread drafting, reply strategies, and posting calendars. Includes scripts for content planning and tracking follower growth and engagement trends.

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• Review a profile, bio, and pinned post
• Draft tweets and threads for a specific audience
• Research competitors and plan useful replies

Find the right specialist skill for a marketing question, coordinate content, SEO, advertising, and analytics tasks, or review gaps across current activities. Get recommended next steps or a campaign plan with a sequence and timeline.

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• Choosing a marketing skill for a specific question
• Coordinating a product launch campaign
• Reviewing gaps and priorities across marketing activities

Find the right specialist skill for content, SEO, advertising, social media, and other marketing tasks. This directory maps available capabilities to your needs and points you to one relevant skill for the work.

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• Find a specialist skill for a marketing task
• Explore available marketing capabilities
• Choose a starting point for an unclear request

Plan social media operations with platform selection, content themes, posting schedules, and community response guidelines. Build a four-week calendar, review an existing presence, or organize team workflows around clear business goals.

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• Choose platforms and plan a new social media presence
• Build a four-week content calendar
• Review an underperforming social media account