Research, academic papers, education, and exam prep (4.5K skills)
Research recent discussion across major Chinese platforms, rank findings by engagement, and group related posts into cross-platform topics. The skill can also show current hot-search lists and produce cited Markdown, JSON, or HTML reports.
Explore data, choose charts that support a clear research claim, and create figures suited to journal submission. It guides Python and MATLAB plotting, checks common visualization errors, and supports publication exports and visual review.
Analyze a mathematical modeling problem by listing its goals, constraints, data, and required outputs. Compare suitable model approaches and algorithms for each subproblem, explain assumptions and validation plans, and produce a problem analysis report and terminology table.
Search OpenAlex and AnySearch Academic in parallel, compare overlapping records, and keep unmatched results distinct. The skill ranks candidates by query relevance and preserves source and cross-validation details for later verification.
Plan and carry out a mathematical modeling project in stages, from understanding a problem and choosing models to running Python or MATLAB code, creating figures, and drafting a paper from actual results. It also includes quality checks and requires competition rules to guide the final format.
Research a crypto theme by mapping its sector and key projects, reviewing token incentives and value capture, and judging where its narrative stands. The skill organizes evidence, risks, and allocation options, including when waiting may be preferable.
Analyze US stocks tied to AI and semiconductor supply chains by tracing demand upstream, identifying potential bottlenecks, and checking evidence such as contracts, earnings, or customer qualifications. It also reviews valuation, financing, dilution, and what could invalidate the thesis.
Collect and analyze public feedback from Reddit, X, GitHub, YouTube, LinkedIn, and Amazon. It helps identify feature requests, complaints, and questions, then organizes findings into a structured demand research report for product planning or market research.
Search Product Hunt and retrieve posts, topics, user profiles, user posts, comments, and collections through its GraphQL API. Use it to explore product launches, find content by topic or date, or look up a maker's activity. An access token is required.
Search Reddit and retrieve posts, comments, subreddit details, and user profiles through its public JSON API. Use it to explore a topic, check a community, or look up a user's public profile without an API key.
Search and retrieve Twitter/X profiles, posts, replies, followers, communities, Spaces, and trends through twitterapi.io. Use it to look up specific users or conversations, search by query and filters, and gather related account or post details. Requires an API key.
Use this skill to search the live web, fetch specific public pages, or retrieve GitHub READMEs through an available local CLI, daemon, or MCP integration. It guides focused retrieval and helps distinguish active access from incomplete setup.
Use this skill to analyze an existing concurrency-control protocol from its paper, specification, or pseudocode. It helps map state and metadata, turn operations into explicit rules, derive invariants, test boundary histories, and compare safe aborts with unsafe commits.
Use ObsPy client APIs to retrieve earthquake research data from FDSN and other services, including waveforms and station or event metadata. It helps choose a suitable service and outlines options for single or bulk downloads.
Use QuTiP, a Python toolbox for quantum physics, to model quantum states and operators, simulate closed or dissipative systems over time, and analyze measurements, entanglement, and steady states. It also covers plots and advanced simulation methods.
Plan an exoplanet search from light curve data by choosing preprocessing and period-search methods, then validate and refine promising candidates. The guidance helps compare transit-focused and general periodic-signal algorithms and troubleshoot weak or ambiguous detections.
Download real-time or historical USGS stream-gage data with Python, including water levels, streamflow, and station details. Use station IDs and date ranges to retrieve readings at roughly 15-minute or daily intervals for one or more sites.
Searches light curves for repeating dips that may indicate an exoplanet crossing its star. It fits transit models, reports candidate periods and signal measures, and supports refining a period or searching for more planets after masking known transits.
Analyze unevenly sampled astronomical time series with the Lomb–Scargle periodogram, a method for detecting periodic signals despite gaps in observations. Find candidate periods in light curves or radial velocity data, inspect periodogram power, and fit a model using Lightkurve.
Search brightness time series for repeating, box-shaped dips that may indicate an exoplanet transit or eclipsing binary. Using Astropy's Box Least Squares periodogram, estimate candidate periods, transit durations, depths, and reference times, then inspect validation statistics.
Compare STA/LTA, manual review, template matching, and deep-learning pickers for earthquake detection and phase picking. The guide summarizes their sensitivity, speed, false detections, data needs, and limitations to help choose a method for a seismic catalog task.
Find papers in Google Scholar or PubMed, turn DOIs and other identifiers into citation metadata and BibTeX, and check bibliographies for missing fields, errors, and duplicates. It helps keep references consistent for research papers and theses.
Search across linked documents, chats, meetings, pull requests, and URLs to retrieve structured facts with evidence pointers. It checks product context to reduce mix-ups and distinguishes reviewers who gave feedback from people who merely attended a meeting.
Use pymatgen to read, create, transform, and analyze crystal structures and molecules. It supports common computational chemistry formats, symmetry checks, phase diagrams, electronic structure analysis, and access to Materials Project data for materials science workflows.