Results for “topics”

Advises on setting up and validating topic models for survey and experimental text. Covers the discovery-versus-measurement question, choosing STM, LDA, or BERTopic, preprocessing consequences, prevalence and content formulas, topic-count selection across coherence, exclusivity and FREX, held-out likelihood, and residuals, validation of topics against human judgment, robustness, and DA-RT-compliant reporting. Use when the user has open-ended responses or another corpus and asks what topics are present, how many topics to use, about STM, searchK, coherence, or FREX, or wants topic prevalence compared across treatment arms or countries. Fixed-codebook coding goes to text-classification.

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Determine the conceptual proximity of a topic -- its parent topic, its most relevant sibling topics, and its most relevant child topics -- optionally grounded in Internet/Web facts and optionally navigable in an interactive loop. Use when the user wants to explore the conceptual neighborhood of a topic, or mentions "proximity" or "related topics".

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Strategic keyword research powered by web search and brand context. Use this skill whenever the user mentions keywords, keyword research, SEO topics, content topics, 'what should I write about', content strategy, blog ideas, search traffic, or content planning. Also trigger when the user wants to plan what content to create, when existing content isn't attracting search traffic, when any skill needs keyword-plan.md but it doesn't exist, or when the user asks about SEO in the context of content creation. Even casual mentions like 'I need blog post ideas' or 'what topics should I cover' warrant this skill. 8-phase process from seed to content brief.

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"Implement LDA topic modeling to discover latent topics in document collections. Use this skill when the user needs to extract topics from a text corpus, categorize documents by theme, or explore thematic structure — even if they say 'what are the main topics', 'topic extraction', or 'document clustering by theme'.".

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Inspects and visualises a ROS-2-enabled CARLA server from Docker containers, with no local ROS 2 install — list/echo/rate-check topics (the "are the topics actually on the wire" check), run the bundled map-and-lidar demo stack (hero vehicle with camera/lidar/GNSS/IMU on autopilot), and open RViz2 with the lane-network preset. Use when the user asks to "check the ROS topics", "echo /carla/map", "is CARLA publishing to ROS", "visualise the lidar in RViz", "open rviz", or "run the ROS 2 demo".

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Study AI engineering through interactive terminal lessons with explanations, coding exercises, and quizzes. The tutor follows your recorded progress, revisits previous material, adapts to your answers, and logs results and topics that need review.

• Resuming lessons from recorded progress
• Learning concepts through coding exercises
• Checking understanding with lesson quizzes

Research many companies, people, or topics in parallel using the same required fields. The skill coordinates individual research tasks, combines results into a consistent structure, and reports coverage, failed inputs, and remaining gaps.

• Researching multiple companies using the same fields
• Screening many people or topics
• Combining independent findings into a consistent result set

Organize articles, documents, and insights from conversations into a personal Markdown wiki. Maintain source references, links between related topics, an index, and an activity log, then answer questions using the knowledge already collected.

• Save key points from articles and documents
• Preserve insights from conversations
• Find answers in accumulated knowledge

Track newly launched meme tokens, those nearing exchange migration, and recent migrations. Filter by age, market value, or developer behavior, and explore AI-detected market themes with related tokens ranked by incoming funds.

• Find newly launched meme tokens
• Track tokens nearing or completing exchange migration
• Filter tokens by age, market value, or developer behavior

Research competitors' messaging, product positioning, and content strategy, then build a comparison brief showing strengths, gaps, opportunities, and threats. Use the findings to shape marketing messages, choose content topics, or prepare sales comparison guides.

• Compare competitors' messages and positioning
• Find overlooked content topics and audiences
• Prepare a competitive reference for sales

Collect and update 68 US economic and social indicators, then summarize trends over ten, five, two, and one years. Produce a report covering relationships between indicators, unusual patterns, and topics that warrant further research.

• Refreshing US economic and social indicators
• Comparing short- and long-term economic trends
• Examining relationships across prices, jobs, and housing

Research topics with SearXNG, a metasearch engine that combines results from multiple search engines. Choose relevant search categories, prioritize primary sources, compare conflicting information, and present focused findings with verified source URLs.

• Research topics with privacy in mind
• Find official documentation and research papers
• Search news, images, and books by category

Search Zhihu, a Chinese knowledge-sharing platform, for answers, articles, people, and topics. Filter by content type and creation date, sort results, and collect structured records containing excerpts, authors, votes, and links across multiple pages.

• Finding Zhihu answers and articles on a topic
• Comparing highly upvoted answers
• Collecting recently created content

Read existing CARLA sensors to view live camera or lidar output, save recordings, or inspect a single reading. Display multiple sensors together and check ROS 2 topic names, delivery settings, and whether publishing is enabled.

• View a vehicle camera feed live
• Save camera images or lidar data for a fixed duration
• Inspect a GNSS sensor reading

Research topics on the web and turn findings into a structured brief for content creation. Cross-check important claims across independent sources, collect attributed statistics and quotes, and identify useful angles alongside gaps, disagreements, and outdated evidence.

• Gathering evidence to support an article's claims
• Finding statistics and attributed quotes
• Reviewing published information on a topic

Analyze audience demographics and engagement to identify distinct groups, understand what they want, and prioritize valuable segments. Turn those findings into recommendations for content topics, formats, posting times, and tone, while explaining limits in the data.

• Identify distinct groups within an audience
• Prioritize groups that engage or convert
• Plan topics and formats for each audience group

Collect trending news, search rankings, gold prices, and exchange rates from over 70 platforms. Get a digest or headline list organized around selected topics and interests, with duplicate stories merged and sources and retrieval times included.

• Getting a morning digest of current topics
• Following AI and technology news
• Viewing trending lists from selected platforms

Create a social media dashboard prototype for creators, with platform switching, follower and engagement metrics, a growth chart, and a weekly top-post preview. A side panel provides space for trending topics and popular comments.

• Prototyping a creator's social media dashboard
• Planning a view of follower growth and engagement
• Arranging popular posts, topics, and comments together

Turn trending topics into illustrated posts for 微信公众号, 小红书, and 哔哩哔哩. The skill scores topic ideas, adapts writing to each platform, prepares HTML layouts, and supports previewing content before sending it through publishing scripts.

• Select promising topics from keyword-based suggestions
• Prepare illustrated articles for 微信公众号
• Adapt a topic for multiple publishing platforms

Coordinate related skills to collect web content, create articles from trending topics, add illustrations, and prepare posts for several platforms. Turn requests into a sequence of tasks, with progress updates, output files, and publishing status.

• Collect a web article and prepare a WeChat draft with illustrations
• Turn an article into an image series for 小红书
• Create content from trending topics for multiple platforms

Turn a supplied PDF into a concise summary of three to five bullet points. The skill reads the document text, identifies its main sections and topics, and selects the key ideas to include.

• Get an overview of a PDF
• Condense document highlights into three to five bullets
• Review the main topics before reading in detail

Search TikTok videos by keyword and collect paginated results with creator details, views, likes, comments, music, and video information. Use the list to research topics, compare competitor content, or discover relevant creators.

• Researching videos about a specific topic
• Comparing competitor videos and engagement
• Discovering creators through keyword searches

Collect TikTok videos associated with a hashtag, including author profiles, engagement counts, music, and video details. Load successive result pages to build datasets for topic research, creator discovery, or monitoring hashtag activity.

• Research videos about trending TikTok topics
• Discover creators through a hashtag
• Monitor posts for a specific hashtag

Check your understanding of code you recently wrote, edited, or accepted from AI. Answer questions one at a time, receive explanations, and finish with a score, strengths, review topics, and suggested practice.

• Checking understanding of code accepted from AI
• Reviewing error handling in recent code
• Explaining trade-offs through harder questions