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Rimagination

@rimagination source repo

48 published skills

  1. ▌
    Good Question 2 · rimagination bundle
    Use when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled research direction.
    148 repo stars
  2. ▌
    Good Story 2 · rimagination bundle
    Use when the user asks to find, sharpen, evaluate, rewrite, or explain the story in scientific or scholarly materials across disciplines, including manuscripts, grants, paper outlines, abstracts, figures, results, discussions, cover letters, research pitches, high-impact writing, journal fit, significance, novelty, mechanism, paper logic, or why a result matters.
    148 repo stars
  3. ▌
    Instsci 2 · rimagination bundle
    Use when working with the InstSci project, publisher PDF retrieval, closed-access article verification, DOI batch downloads, CloakBrowser evidence, CARSI, Shibboleth, OpenAthens, WebVPN, publisher capability matrices, or InstSci CLI workflows.
    148 repo stars
  4. ▌
    Easyslides 2 · rimagination bundle
    Canonical EasySlides entry point for creating, distilling, editing, reviewing, and exporting editable academic PPTX presentations. Use whenever the user explicitly says EasySlides/easyslides or asks for PPTX distillation, a content-free reusable template, template/component/symbol extraction, template reuse, thesis-defense or research slides, slide reconstruction, native PowerPoint preview, or visual QA, including 蒸馏PPT、提取PPT模板、 拆分组件与符号资产、复用模板、论文汇报PPT和答辩PPT。
    148 repo stars
  5. ▌
    Geomaster · rimagination bundle
    Comprehensive geospatial science skill covering remote sensing, GIS, spatial analysis, machine learning for earth observation, and 30+ scientific domains. Supports satellite imagery processing (Sentinel, Landsat, MODIS, SAR, hyperspectral), vector and raster data operations, spatial statistics, point cloud processing, network analysis, cloud-native workflows (STAC, COG, Planetary Computer), and 8 programming languages (Python, R, Julia, JavaScript, C++, Java, Go, Rust) with 500+ code examples. Use for remote sensing workflows, GIS analysis, spatial ML, Earth observation data processing, terrain analysis, hydrological modeling, marine spatial analysis, atmospheric science, and any geospatial computation task.
    148 repo stars
  6. ▌
    Scansci PDF 2 · rimagination
    Use this skill when the user wants to search academic literature, validate DOI or arXiv identifiers, export citations, organize paper lists, or retrieve papers through configured open-access, publisher, or authorized institutional routes.
    148 repo stars
  7. ▌
    Scansci PDF 3 · rimagination
    下载学术论文。支持 DOI、arXiv ID、关键词搜索、批量下载、Elsevier API、WebVPN/CARSI 机构访问、下载失败排障。当用户要求下载论文(单篇或批量)、搜索文献、获取引文、配置 Elsevier/ScienceDirect API、或下载遇到 Cloudflare/验证页/代理问题时使用。用户仅讨论 PDF 解析/转换工具的对比或选型(如 pymupdf4llm vs MinerU)而无需检索文献证据时不要使用;只有确实要检索或下载文献时才加载本 skill。
    148 repo stars
  8. ▌
    Scansci Sort 2 · rimagination
    大型文献清单分类摸底(嗅探优先)。当用户拿到数百篇以上的文献清单(WOS导出/Excel/DOI列表),要求分类、摸底、区分"哪些是OA开源、哪些Sci-Hub/灰色源有、哪些需机构权限"、为批量下载做路由规划时使用。先30分钟嗅探全分类,再分桶下载,不对全清单跑慢速竞速。
    148 repo stars
  9. ▌
    Easyslides · rimagination bundle
    Use EasySlides to create, distill, edit, review, and export editable academic PPTX presentations, including 蒸馏PPT、提取模板、复用模板和答辩PPT。 Integrates SVG-to-DrawingML pipeline, XML editing, and academic design templates. Use when user asks to "create academic PPT", "make presentation", "生成PPT", "做PPT", "制作演示文稿", "thesis defense", "学术报告", "开题报告", or mentions "pptx".
    148 repo stars
  10. ▌
    Easyslides Clarify · rimagination bundle
    Resolve only result-affecting ambiguities in an EasySlides request through explicit user choices before route selection or generation. Use when two or more reasonable interpretations would materially change the story, page count, template, visible wording, or fidelity target; do not trigger for harmless implementation details or already explicit requests.
    148 repo stars
  11. ▌
    Easyslides Distill · rimagination bundle
    Distill a source PPTX with EasySlides into factual source evidence, a content-free semantic layout family, and real reusable component and symbol assets. Use for EasySlides/PPTX template distillation, style extraction, reusable-template creation, fixed-chrome versus material-slot analysis, or Chinese requests such as 蒸馏PPT、提取无内容模板、拆分组件资产和符号资产。 Promotion is fail-closed: source-order mirrors and metadata-only fragments remain review candidates until native PPTX and visual gates pass.
    148 repo stars
  12. ▌
    Easygee · rimagination bundle
    Build, debug, and run Google Earth Engine Python and geemap workflows. Use for Earth Engine/geemap authorization, authentication, Cloud project setup, quotas, notebooks, browser map previews, Python scripts, 5,000+ official/community GEE dataset discovery, bilingual dataset selection by id/theme/task, dataset recommendation/comparison/verification, geospatial export, Sentinel/Landsat/MODIS/VIIRS/SAR/population collections, interactive maps, JavaScript-to-Python migration, local GIS integration, remote-sensing AI methods such as detection, segmentation, change detection, pixel regression, SAM, embeddings, vision-language models, QGIS GeoAI, or OpenGeo/opengeos patterns such as GeoAgent, GeoLibre, leafmap, anymap, GEE agents, and catalog-driven assistants. Prefer this skill for reproducible GEE/geemap setup, notebooks, batch exports, map-first AI workflows, GeoAI method execution, and auth/quota/project troubleshooting.
    148 repo stars
  13. ▌
    Gee Growth Diary · rimagination bundle
    Secondary source-index and article-derived idea skill for the 153-article "GEE" WeChat album by GEEer成长日记. Use only when the user explicitly asks about that article collection, wants Chinese GEE cookbook inspiration, or needs source/title recall from the album. Do not use as the authority for current Earth Engine dataset ids, QA masks, scale factors, exports, or API behavior; use EasyGEE official-doc-grounded references first.
    148 repo stars
  14. ▌
    Multimodal Geo Vector · rimagination bundle
    Use when Codex needs to detect, count, outline, segment, or localize visible targets in local or Google Earth Engine remote-sensing imagery and deliver CRS-aware GeoPackage or GeoJSON vectors, including fields, vehicles, vessels, tree crowns, buildings, roads, water bodies, or other objects.
    148 repo stars
  15. ▌
    Geoai With Python · rimagination bundle
    Execute open-source GeoAI workflows from Qiusheng Wu's GeoAI with Python: acquire and inspect geospatial data, prepare training chips, train or apply models for recognition, detection, segmentation, translation, change detection, and pixel regression, use foundation models and embeddings, and run the same workflows in QGIS.
    148 repo stars
  16. ▌
    Scansci PDF · rimagination
    Use this skill whenever the user wants to download academic papers, search for research literature, get citations (BibTeX/RIS/EndNote), manage WebVPN institutional proxy for paper access, import .bib files, or batch-download papers. This skill orchestrates the scansci-pdf MCP server which exposes 17 high-level tools covering download (OA/grey/institutional channels), discovery, queue preparation, diagnostics, and login. TRIGGER when: user mentions downloading papers, DOI, arXiv ID, Sci-Hub, paper search, literature review, citation export, WebVPN, institutional access, "帮我下载论文", "搜索文献", "批量下载", "论文下载", "文献检索", or provides a list of DOIs/arXiv IDs. SKIP: user is only discussing papers conceptually without intent to download/search/cite, or user asks about non-academic PDFs (invoices, reports, etc.).
    148 repo stars
  17. ▌
    Scansci Sort · rimagination
    Use this skill when the user wants to triage a large academic paper list into open-access, repository, institutional, and user-selected source queues before downloading.
    148 repo stars
  18. ▌
    Web Access · rimagination bundle
    所有联网操作必须通过此 skill 处理，包括：搜索、网页抓取、登录后操作、网络交互等。 触发场景：用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容（小红书、微博、推特等）、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。
    148 repo stars
  19. ▌
    Agent Reach · rimagination
    Use ScanSci's built-in, read-only internet channel router for public pages, feeds, GitHub, Bilibili, V2EX, and permitted fallback readers.
    148 repo stars
  20. ▌
    Nature Data · rimagination
    Data Availability statement, repository plan, metadata checklist, and FAIR-readiness review for scientific manuscripts. Use for data sharing plans, accession information, code availability, repository selection, or FAIR metadata.
    148 repo stars
  21. ▌
    Nature Figure · rimagination
    Nature-style publication figure and scientific schematic workflow for Python or R, including figure intent, panel composition, annotations, reproducible export, and source-aware review. Use for submission figures, graphical abstracts, or method schematics.
    148 repo stars
  22. ▌
    Nature Writing · rimagination
    Nature-style scientific manuscript drafting and argument reconstruction from evidence, figures, results, notes, or Chinese drafts. Use for abstracts, introductions, results, discussions, and full manuscript sections.
    148 repo stars
  23. ▌
    Evidence Review · rimagination
    Use when a ScanSci user wants to verify a claim, audit citations, inspect supporting passages, or assess whether evidence supports a conclusion.
    148 repo stars
  24. ▌
    Nature Response · rimagination
    Point-by-point response to peer-review comments for Nature-family or other journal revisions, including response matrix, manuscript change locations, cover letter, and consistency checks. Use for rebuttals, revision letters, or resubmission packages.
    148 repo stars
  25. ▌
    Nature Reviewer · rimagination
    Pre-submission manuscript review from a Nature-style reviewer perspective, covering significance, evidence, methods, statistics, figures, writing, internal consistency, and major/minor concerns. Use for reviewer reports or pre-submission audits.
    148 repo stars
  26. ▌
    Nature Paper2ppt · rimagination
    Evidence-linked conversion of a scientific paper or research package into a Chinese PPTX or journal-club presentation plan. Use for paper presentations, lab meetings, conference decks, or source-to-slide projects.
    148 repo stars
  27. ▌
    Nature Polishing · rimagination
    Scientific manuscript polishing, restructuring, and translation into concise Nature-leaning English while preserving meaning, terminology, units, numbers, citations, and claim strength. Use for academic English editing or Chinese-to-English manuscript revision.
    148 repo stars
  28. ▌
    Literature Review · rimagination
    Systematic evidence-bounded literature review across a selected ScanSci library, including scope definition, thematic synthesis, evidence gaps, citation checks, and review-ready output. Use for literature reviews, state-of-the-art surveys, scoping reviews, or research-gap analysis.
    148 repo stars
  29. ▌
    Literature Search · rimagination
    Use when a ScanSci user wants to search, compare, or answer questions from a bound local knowledge library with traceable evidence.
    148 repo stars
  30. ▌
    Nature Statistics · rimagination
    Statistical reporting and audit for scientific manuscripts, figures, and supplementary materials. Use for p-values, sample size, replicates, effect sizes, confidence intervals, multiple comparisons, model assumptions, or cross-section numerical consistency.
    148 repo stars
  31. ▌
    Scientific Slides · rimagination
    Use when a ScanSci user wants to create, revise, or evaluate scientific slides or an editable PPTX from source material and a selected template.
    148 repo stars
  32. ▌
    Nature Academic Search · rimagination
    Structured academic literature discovery and citation verification across Crossref, OpenAlex, PubMed, Europe PMC, arXiv, Semantic Scholar, and configured providers. Use for finding papers, checking DOI metadata, tracing citations, or building a source-backed search set.
    148 repo stars
  33. ▌
    Academic Research Suite · rimagination
    End-to-end academic research orchestration from question formation and literature search through evidence review, statistics, figures, manuscript writing, peer-review response, data availability, and paper-to-PPT delivery. Use when a task spans multiple research stages.
    148 repo stars
  34. ▌
    Scientific Brainstorming · rimagination
    Evidence-bounded scientific ideation for research questions, hypotheses, mechanisms, experiments, and falsifiers. Use for research brainstorming, study design, gap analysis, or turning observations into testable ideas.
    148 repo stars
  35. ▌
    Scientific Visualization · rimagination
    Publication-aware scientific figure planning, generation, and review that preserves data meaning, provenance, uncertainty, accessibility, and reproducibility. Use for plots, schematics, dashboards, or figure redesign.
    148 repo stars
  36. ▌
    Leaf Measure · rimagination bundle
    Use when measuring leaf area, perimeter, length, width, circularity, and solidity from a folder of leaf images with the Fiji-based FAMeLeS workflow, especially when the user asks to analyze a directory of leaf scans or photos and needs a results table plus segmentation outputs.
    148 repo stars
  37. ▌
    Paper Fetch Skill · rimagination bundle
    适用场景：按 DOI、URL 或标题抓取单篇已知论文，或核验一组可识别的参考文献。非适用场景：主题综述、文献发现、仅做推荐。
    148 repo stars
  38. ▌
    Root Measure · rimagination
    Use when the user asks to install or troubleshoot Root Measure, analyze root images, launch a guided workflow, choose scale or presets, inspect outputs, compare features.csv, forward rv.exe arguments, or verify the local Root Measure release.
    148 repo stars
  39. ▌
    Thu Digitizer · rimagination bundle
    Extract and validate numeric data from chart images, PDF figures, and official source-data files locally and reproducibly, with calibrated axes, compact-scatter recovery plus residual audits, grouped/stacked bars, visible-label pie/donut validation, original-pixel aligned lattice composites such as UpSet plots, PDF vector inspection, line tracing, histograms, boxplots, error bars, CSV/JSON evidence, source-data cross-validation, and regression evaluation. Use when a user asks to recover or recreate chart data, extract scatter points, bars, printed pie/donut labels, or aligned memberships, check a PDF chart, assess digitization accuracy, validate against source data, or improve a chart-digitization workflow from corrected examples.
    148 repo stars
  40. ▌
    Bili Note · rimagination bundle
    Extract Bilibili videos and opus/article posts into readable Markdown knowledge notes. Use when the user asks to 提取/提炼/总结/整理 B站 or bilibili video/图文/动态/opus content, save a B站 note to a local knowledge base, include useful comments, handle multi-part videos, fetch B站 AI subtitles, download opus images, or fall back to audio transcription.
    148 repo stars
  41. ▌
    Chatmem · rimagination bundle
    Use ChatMem for repository recall, continuation, handoff, migration, startup rules, wiki/context, local history search, and durable memory. 当用户问“记得吗、之前讨论过、回忆、继续做、迁移、交接、项目历史、本地历史、启动规则、记忆”等问题时使用；先查 ChatMem MCP，不要让用户重新描述已有对话。
    148 repo stars
  42. ▌
    Chuan Check · rimagination bundle
    以“论文硬伤—原文溯源—作者与引用网络—出版流程—官方后续”为主线开展学术诚信调查，并写成可复核的中文报告或公众号文章。用于调查论文工厂、疑似抄袭或重复发表、图片/表格/公式复用、AI生成图文、虚假研究地点或数据、异常作者与单位、引用操纵、同行评审或作者变更异常，以及追踪关注声明和撤稿；适用于论文PDF、DOI、期刊网页、作者名单、撤稿通知和多篇论文网络。
    148 repo stars
  43. ▌
    Gongwen Draft · rimagination bundle
    Draft, revise, polish, review, lint, and export Chinese党政机关公文 and政务材料 with authority-first guardrails, policy-research/citation checking, material dossier/fact-ledger intake, language polishing, controlled Markdown/JSON specs, offline prompt-pack generation, strict official-document font checks, and optional Word .docx generation with generic red-head draft headers when authorized values are supplied. Use when the user asks for gongwen-draft, 公文, 公文写作, 公文起草, 机关文稿, 政务写作, 政策检索, 政策依据, 引用核验, 领导讲话, 会议精神, 素材收集, 素材整理, 事实台账, 语言润色, 通知, 请示, 报告, 函, 纪要, 通报, 批复, 意见, 决定, 公告, 通告, 工作总结, 工作方案, 调研报告, 汇报材料, 简报, 情况专报, 讲话稿, 回复函, 材料改写, 公文润色, 格式审核, Word公文导出, 离线提示词, JSON公文规格, 红头版头, 发文机关标志, 发文字号, 签发人, or to turn notes into formal official-style Chinese documents.
    148 repo stars
  44. ▌
    Good Question · rimagination bundle
    Use when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled research direction.
    148 repo stars
  45. ▌
    Good Story · rimagination bundle
    Use when the user asks to find, sharpen, evaluate, rewrite, or explain the story in scientific or scholarly materials across disciplines, including manuscripts, grants, paper outlines, abstracts, figures, results, discussions, cover letters, research pitches, high-impact writing, journal fit, significance, novelty, mechanism, paper logic, or why a result matters.
    148 repo stars
  46. ▌
    H3lite · rimagination bundle
    Use when configuring, repairing, planning, or running MiniMax H3 locally on a Windows NVIDIA computer, especially when installation compatibility, component sets, resolution, generation-time budget, path, low-VRAM risk, or H3 prompt mode must be chosen from hardware and user requirements.
    148 repo stars
  47. ▌
    Instsci · rimagination bundle
    Use when working with the InstSci project, publisher PDF retrieval, closed-access article verification, DOI batch downloads, CloakBrowser evidence, CARSI, Shibboleth, OpenAthens, WebVPN, publisher capability matrices, or InstSci CLI workflows.
    148 repo stars
  48. ▌
    Dy Note · rimagination bundle
    Extract and analyze Douyin video data into evidence-graded learning notes, summaries, and research briefs using subtitles, ASR, comments, and AI-assisted reading.
    148 repo stars