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citrus-bit

@citrus-bit source repo

16 published skills

  1. Nature Polishing · citrus-bit bundle
    Polish, restructure, or translate academic prose into Nature-leaning English using the paper-architecture and writing-strategy principles from Scientific English Writing & Communication, with phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract, introduction, results, discussion, conclusion, title, methods section, or Chinese academic draft for publication-quality English.
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  2. Bootstrap · citrus-bit bundle
    Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity, or when a SOUL.md is missing. Also trigger for updates to an existing SOUL.md or AI personality.
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  3. Surprise Me · citrus-bit
    Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".
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  4. Deep Research · citrus-bit
    Use this skill for general web research that needs current online information, multiple source angles, and synthesis, when no more specific research skill applies. Prefer academic-deep-research for scholarly literature, github-deep-research for GitHub/open-source repositories, and consulting-analysis for consulting-grade market or industry reports.
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  5. Experiment Lab · citrus-bit
    Use this skill whenever the user wants reproducible CS/AI experiments, model evaluation, regression/classification/clustering analyses, bioinformatics workflows, QC, differential expression, single-cell starter analysis, or manuscript-ready experiment bundles with scientific figures. Also use it when the user asks for heatmaps, ROC/PR curves, volcano plots, UMAP/PCA projections, or wants experimental results packaged for a paper or report.
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  6. Ppt Generation · citrus-bit bundle
    Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.
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  7. Frontend Design · citrus-bit bundle
    Create distinctive, production-grade frontend interfaces with high design quality for new standalone web artifacts, pages, posters, dashboards, React components, HTML/CSS layouts, or clearly requested creative UI builds. For modifications inside an existing application or codebase, follow that project's local framework, design system, and repo instructions instead of this skill's standalone artifact requirements.
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  8. Image Generation · citrus-bit bundle
    Use this skill when the user requests to generate, create, imagine, or visualize images including characters, scenes, products, or any visual content. Supports structured prompts and reference images for guided generation.
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  9. Matlab Execution · citrus-bit
    Use when the user explicitly needs MATLAB or .m scripts for local scientific computing, simulation, signal processing, image processing, statistics, or experiment reproduction. Prefer command-line MATLAB batch execution and do not imply GUI control.
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  10. AI Research Writing · citrus-bit bundle
    Use when the user wants academic writing prompts, paper polishing workflows, translation/rewrite guidance, reviewer-style paper critique, experiment write-up help, title/caption drafting, or practical AI-assisted research writing support. This skill adapts the prompt library and usage guidance curated in the awesome-ai-research-writing repository into a MedrixFlow-compatible writing workflow.
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  11. Chart Visualization · citrus-bit bundle
    Use this skill whenever the user wants a chart, graph, plot, dashboard visual, or asks to visualize structured numbers, trends, comparisons, proportions, distributions, correlations, rankings, or flows. This skill must also trigger when the user describes a reporting need in natural language without explicitly saying "chart". It converts the request into a validated chart specification, checks that the chosen chart type actually matches the data story, and only then generates the visual.
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  12. Fireworks Tech Graph · citrus-bit bundle
    Use when the user wants to create any technical diagram - architecture, data flow, flowchart, sequence, agent/memory, or concept map - and export as SVG+PNG. Trigger on: "画图" "帮我画" "生成图" "做个图" "架构图" "流程图" "可视化一下" "出图" "generate diagram" "draw diagram" "visualize" or any system/flow description the user wants illustrated. Do not use for real data charts, statistical plots, or experiment result figures; route those to chart or validated plotting workflows.
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  13. Academic Deep Research · citrus-bit
    Use this skill for academic reports, literature reviews, experiment reports, user-selected reference styles, innovation-point mining, or when the user wants a topic turned into a paper-backed evidence bundle instead of generic web research.
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  14. Empirical Research Methods · citrus-bit
    Use this skill for empirical social-science research, applied economics, public policy, education, finance, management, sociology, psychology, epidemiology, or public-health data studies. It routes DID, staggered DID, IV, RDD, PSM/IPW, synthetic control, DML, causal forest, panel regression, event studies, target-trial emulation, TMLE, survival analysis, Table 1, robustness checks, heterogeneity, mechanisms, replication packages, and journal-style empirical paper outputs into MedrixFlow's research quest and experiment_lab workflows.
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  15. Scientific Image Prompting · citrus-bit
    Use this skill whenever the user asks for a graphical abstract, mechanism illustration, study design schematic, concept explainer, scientific cover art, or any non-data academic image that may appear in a paper, report, poster, or slides. Always use this skill before image-generation for scientific illustrations. Do not use it for real data figures such as ROC curves, heatmaps, volcano plots, UMAPs, bar charts, or any plot that should come from validated data.
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  16. Dataset Benchmark Discovery · citrus-bit
    Use when the user asks for latest datasets, benchmark suites, leaderboards, baseline or SOTA comparisons, dataset selection for experiments, or evidence that a paper needs complete experimental validation. This skill routes to the dataset_benchmark_discovery tool and keeps access/license limits explicit.
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