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Analyze a software bill of materials, an inventory of software components, against known vulnerability records. Trace indirect dependencies, assess risk, and produce reports that help teams prioritize fixes and review supplier software.
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Build custom interactive charts, maps, and network diagrams with d3.js. The skill guides data preparation, styling, resizing, and interactions such as zooming and tooltips, giving detailed control over how data appears and responds to users.
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Create Mermaid diagrams from text to explain software structure, API interactions, workflows, and database relationships. The skill guides diagram selection, syntax, styling, and export, helping keep visual documentation editable and stored alongside code.
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Use TensorBoard to visualize training loss and accuracy, compare experiments, and inspect model structure. Includes PyTorch and TensorFlow logging examples for examining weight distributions, predictions, and performance bottlenecks during machine learning training.
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Append plain text to the end of an existing Google Docs document using its document ID. Use it to add notes, follow-up information, or extra paragraphs through the gws command-line tool.
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Design charts, maps, and dashboards around the question readers need answered. Choose suitable chart forms, communicate findings through titles and labels, and check custom colors with a local palette validator to support clear visual distinctions.
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Explore code structure and history using an index of code relationships and meaning-based search. Trace calls, assess change impact, find likely bug locations, generate architecture reports, and review pull requests for risk and conflicts.
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Investigate slow Node.js, Python, and Go applications by measuring CPU use, memory, database queries, and data transfer. Identify bottlenecks, inspect frontend bundle sizes, run load tests, and compare measurements before and after changes to verify improvements.
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Creates charts from numerical data using the chart tool and Chart.js v4. Supports bars, lines, pies, scatter plots, and other formats to show comparisons, trends, proportions, and relationships, with options for dataset colors and mixed charts.
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Build Handsontable demo pages for visual regression tests, which compare screenshots for appearance changes. It guides feature routes, URL-driven display states, sample data, and decisions about testing the same feature across framework wrappers.
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Trace where BigQuery and Cloud Storage data comes from and where it goes. The skill summarizes table or column lineage, meaning data origins and movement, in a readable Markdown report to support data quality investigations.
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Guides research into companies, markets, and technologies using public sources. Helps organize people and organizations, map their relationships, compare changes over time, assess source reliability, and structure reports with supporting links and sentiment trends.
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Use TensorBoard to visualize training loss and accuracy, compare experiments, and inspect model structure. Guides logging for PyTorch and TensorFlow, including weight distributions and performance profiling to investigate training problems and processing bottlenecks.
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Review website content for AI citation readiness using E-E-A-T: experience, expertise, authoritativeness, and trustworthiness. Assess evidence, author information, structure, freshness, and topic coverage, then receive scores, passage-level findings, and specific recommendations for improvement.
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Routes requests about a codebase to the appropriate skill for mapping its structure, generating knowledge graphs, updating documentation, extracting lessons, or storing and recalling project knowledge for future planning.
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Design a dark slide deck for AI products, knowledge graphs, or developer tool launches. Combine a graph-based cover, glowing blurred shapes, gradient section titles, highlighted code or command-line examples, and frosted-glass-style cards.
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Use gog to create, read, edit, and export Google Docs. Agents can replace text, format paragraphs, adjust tables and images, manage document tabs, and export files as PDF, DOCX, TXT, Markdown, or HTML.
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Analyze an article to identify where illustrations would help, plan and generate images for concepts, processes, comparisons, or scenes, and insert them into the relevant paragraphs of a Markdown document.
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Turn web articles into Markdown, a plain text format for structured documents, then refine headings and paragraphs, generate relevant illustrations, and publish to 微信公众号 and X/Twitter through a connected workflow.
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Extract text, tables, and headings from Word documents when standard file reading tools fail. The workflow uses Python and python-docx through run_shell to recover document content for further review or analysis.
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Compare code structure across two commits, tags, or directories to identify security-relevant changes. Produces a report on new attack paths, privilege boundaries, complexity, and how widely a change could affect other functions.
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Choose automatic layouts for diagrams made of connected nodes. Match algorithms and tools to the graph structure, then plan connector routes, overlap handling, and stable placement so readers can follow relationships and edits remain predictable.
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Capture and analyze iOS memory snapshots to find objects that remain allocated unexpectedly. Trace the references keeping them alive, identify a targeted fix, and compare the same app flow before and after to document evidence.
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Design image-led pages with large photographs, visible grid guides, and carefully positioned text and buttons. Coordinate typography, transparent cards, shading, and subtle motion so the image remains prominent while supporting information stays readable.
中文简介正在准备中。当前显示英语简介。