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znlgis

@znlgis source repo

108 published skills · page 1 of 2

  1. Writing For Agents · znlgis
    Use when writing or editing a document an agent consumes — a skill, an AGENTS.md / CLAUDE.md, or any doc reached by a pointer. Triggers include "write a skill", "improve this doc", "agent instructions". For opencode config mechanics use opencode-config instead.
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  2. Resolving Merge Conflicts · znlgis
    Use when resolving git merge/rebase conflicts. Resolve each hunk by finding primary sources (commit messages, PRs, issues) to understand original intent. Preserve both intents where possible; never invent new behavior and never --abort.
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  3. Gh CLI · znlgis
    Patterns for invoking the GitHub CLI (gh v2.100.0+) from agents. Use when the task mentions GitHub, gh, pull requests/PRs, issues, releases, gists, Actions/workflow runs, forks, repo cloning, reviews, or you need exact gh commands. Covers pagination, repo targeting, search vs list, discussions, projects, rulesets, skills, and gh api fallback.
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  4. Triage · znlgis
    Label-based issue triage workflow. Use when a batch of issues needs sorting by priority/type, or the task mentions "triage", "分流", "prioritize issues", "label". Pulls issues, classifies them, and applies labels/assignees via gh.
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  5. Codemap · znlgis
    Generate a structured, hierarchical map of a repository or directory for quick orientation. Use when starting work in an unfamiliar codebase, when the task mentions "project structure", "codebase overview", "directory layout", "what does this repo contain", or when you need a bird's-eye view before diving into specific files.
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  6. Handoff · znlgis
    Compact the current conversation into a handoff document for the next agent session. Use when handing off work, ending a long session, or the task mentions "handoff", "交接", "hand over", "continue in next session". References artifacts by path — never copies.
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  7. Reflect · znlgis
    Review recent work to identify recurring friction and propose minimal, durable improvements to the opencode config. Use when the user says "reflect", "what can we improve", "review our setup", "optimize the config", or after a series of related sessions reveals a pattern worth codifying.
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  8. Grilling · znlgis
    Use when requirements are ambiguous before planning or implementing — ask ONE question at a time, prefer multiple choice, until intent is clear. Triggers include "grill", "interview", ambiguous requirements, clarifying questions.
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  9. Simplify · znlgis
    Behavior-preserving code simplification — reduce complexity without changing what the code does. Use when the task mentions "simplify", "reduce complexity", "too clever", "hard to read", "reduce nesting", or after a feature lands and the code needs polishing. Oracle analyzes (read-only), light-orchestrator applies the edits.
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  10. Wait What · znlgis
    Use when a user message is confusing or doesn't land — restate it in one sentence to confirm before acting. Triggers include "wait what", unclear requests, ambiguous instructions.
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  11. Git Master · znlgis
    Advanced Git operations — rebase, squash, fixup, blame, bisect, reflog, code archaeology (git log -S/-G), worktrees. Use when the task mentions rebase, squash, bisect, blame, reflog, fixup, finding deleted code, tracing commit history, cleaning up a branch, or recovering lost work.
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  12. To Tickets · znlgis
    Break a spec or plan into trackable GitHub issues. Use when a plan/spec needs splitting into work items, or the task mentions "tickets", "工单", "break into issues", "分解任务". Emits one issue per independently completable unit with acceptance criteria.
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  13. Code Review · znlgis
    Lightweight single-pass code review for a diff/branch/PR. Use when reviewing changes, checking a PR, or the task mentions "code review", "review my changes", "review this PR", "找 bug", "审查代码". Reports blockers (critical/major) and notes (minor/nit) with evidence; never rewrites code.
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  14. Git Release · znlgis
    Prepare a tagged release with release notes, a SemVer version bump, and a gh release command. Use when cutting a release, drafting a changelog, tagging a version, or the task mentions "release", "changelog", "version bump", "tag", or "publish a new version".
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  15. Office Docs · znlgis bundle
    Read and write Microsoft Word (.docx) and Excel (.xlsx) files by converting to/from plain text or Markdown. Use when the task mentions reading a Word/Excel document, extracting text from .docx/.xlsx, creating a .docx/.xlsx, or "读 Word", "读 Excel", "生成 docx", "写 xlsx". Pure-Python via bundled scripts; no MS Office or MCP required.
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  16. Vision Prep · znlgis bundle
    Preprocess large images and PDF pages before sending them to a vision model. Use when the task mentions reading a large image, a screenshot with small text, a PDF page, or "大图看不清", "PDF 里的图片", "识别 PDF", "图片文字太小". DeepSeek vision downscales each image to ~800x800 and rejects PDF input, so large images must be tiled and PDFs rasterized first.
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  17. Spec Workflow · znlgis
    Run a lightweight, spec-driven change workflow — proposal (WHY/WHAT), specs (WHAT), design (HOW), tasks checklist, then archive. Use when the task is a non-trivial feature or behavior change that benefits from durable, git-tracked planning artifacts, or when the request mentions "spec", "proposal", "propose a change", "spec-driven", "openspec", "design doc", "requirements", or "tasks checklist". Not for one-line fixes or pure Q&A.
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  18. Codebase Design · znlgis
    Use when designing architecture, choosing module boundaries, or reviewing whether a codebase's structure is sound. A shared vocabulary glossary for module/interface/depth/seam/adapter/leverage/locality.
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  19. Diagnosing Bugs · znlgis
    Use when debugging a bug, test failure, or unexpected behavior, before proposing fixes. Build a tight red-capable feedback loop first, then reproduce, hypothesise, instrument, fix, and clean up.
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  20. Domain Modeling · znlgis
    Use when a project's domain language is fuzzy, terms are used inconsistently, terminology is drifting, the same concepts keep being re-explained across sessions, or you need to decide whether to record an architectural decision. Owns the CONTEXT.md glossary (a shared vocabulary of domain terms) and offers ADRs only when warranted.
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  21. Grill With Docs · znlgis
    Use when requirements are ambiguous AND the domain language is fuzzy — compose the grilling and domain-modeling skills to converge intent while sharpening terminology.
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  22. Opencode Config · znlgis
    Author and modify OpenCode config in this repository — opencode.json, agents, skills, commands, permissions. Use when editing opencode.json, adding or changing an agent, writing a skill or command, adjusting model routing/permissions, or the task mentions "opencode config", "agent prompt", "SKILL.md", "command", or "permission".
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  23. Remove Deadcode · znlgis
    Safely find and delete dead code — unused files, exports, functions, variables, and imports — with verification before each removal. Use when the task mentions "dead code", "unused code", "remove slop", "clean up" (dead code cleanup), "prune", "delete unused", "orphaned files", or after a refactor leaves unused code behind. Verifies via toolchain/LSP before deleting.
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  24. Security Review · znlgis
    Audit code changes for security vulnerabilities before merging. Use when reviewing a diff/PR, hardening code, or the task mentions security, injection, XSS, SSRF, secrets, auth, deserialization, path traversal, or "is this safe?". Reports findings; never auto-fixes silently.
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  25. Verify With Docs · znlgis
    Verify a specific or fast-moving library, framework, or API against its current documentation before writing code — retrieval-first, never from memory. Use when implementing against a named dependency (especially one that changes fast or whose exact signatures matter), when unsure of an API's current shape, or when the task mentions "which version", "latest API", "did this change", "check the docs", "SDK", or a specific library/framework by name.
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  26. Opengis Skills · znlgis bundle
    Use when AI coding assistant needs GIS/CAD/C#/AI/IoT/3D domain expertise for 75 open-source projects. One-stop skill index with tag-based search and on-demand loading for GDAL, GeoServer, QGIS, PostGIS, JTS, CesiumJS, FreeCAD, OpenSCAD, OCCT, NPOI, SqlSugar, Furion, Dify, SuperSplat, Go and more.
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  27. 3d Skills · znlgis
    Use when working with 3D Gaussian Splatting (3DGS), .ply model cleanup/compression/publishing, interactive 360-degree panorama visualization and virtual tours, AEC/BIM 3D data processing, or CSG solid modeling. Index of 5 skills: SuperSplat, Photo-Sphere-Viewer, Ara3D-SDK, Elements, and OpenCSG.NET.
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  28. AI Skills · znlgis
    Use when building LLM applications, RAG knowledge bases, AI agents, terminal coding agents, multi-model orchestration, plugin-based agent harnesses, or file translation. Index of 10 skills: Dify, Hermes Agent, OpenClaw, OpenCode, Pi, DocuTranslate, Oh-My-OpenAgent, Superpowers-zh, DeepSeek Harness, My OpenCode DeepSeek Config.
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  29. Cad Skills · znlgis
    Use when doing parametric 3D modeling, 2D drafting, geometric kernel development, BIM/IFC processing, PCB design, or AutoCAD .NET development. Index of 20 skills: FreeCAD, OpenSCAD, OCCT, CadQuery, KiCad, SolveSpace, QCAD, xBIM, Clipper2, TongWen and more.
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  30. Gis Skills · znlgis
    Use when processing geospatial data, publishing map services, querying spatial databases, performing geometry operations, or building web map applications. Index of 24 skills: GDAL, GeoServer, QGIS, PostGIS, JTS, GeoPandas, Shapely, CesiumJS, OpenLayers, NetTopologySuite, OpenGisDAF and more.
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  31. Iot Skills · znlgis
    Use when developing with Raspberry Pi Pico (RP2040) for GPIO, I2C, Wi-Fi, MQTT, or sensor integration using MicroPython. Index of 1 skill: KE3036 Keyes Pico learning kit.
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  32. Pi · znlgis
    Use when needing a minimal, extensible terminal AI coding agent harness in TypeScript with plugin architecture. Pi: minimalist terminal AI coding agent emphasizing simplicity and composability.
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  33. Csharp Skills · znlgis
    Use when developing with .NET/C# for Web APIs, ORM data access, Excel/Word file I/O, spreadsheet controls, error tracking, or .NET code protection. Index of 9 skills: Furion, Admin.NET Backend, Admin.NET Frontend, SqlSugar, NPOI, SOD, ReoGrid, DotNet Reactor, Sentry.
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  34. Others Skills · znlgis
    Use when needing Go language development, desktop RPA automation, self-hosted email marketing, Java Spring Cloud scaffolding, or SSL/TLS certificate automation. Index of 6 skills: Go, RobotGo, RobotGo-Flow, BillionMail, RuoYi-Cloud, acme.sh.
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  35. Dify · znlgis
    Use when building LLM applications with visual workflow — RAG knowledge bases, AI agents, chatbots with drag-and-drop orchestration. Dify: open-source LLM app platform supporting 30+ models (OpenAI, Claude, DeepSeek, Ollama, Qwen, GLM) with Docker deployment.
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  36. Jts · znlgis bundle
    Use when performing precise 2D computational geometry in Java — spatial predicates (contains, intersects), overlay operations, buffering, triangulation. JTS (Java Topology Suite): the canonical geometry engine used as blueprint for GEOS, Shapely, and NetTopologySuite.
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  37. Occt · znlgis
    Use when developing custom CAD/CAM/CAE applications requiring a production-grade 3D geometric kernel — B-Rep modeling, Boolean operations, fillets, STEP/IGES I/O, meshing. OCCT (Open CASCADE Technology): the industrial C++ geometry kernel that powers FreeCAD, KiCad, and many commercial CAD systems.
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  38. Qcad · znlgis
    Use when editing DXF files with a professional open-source 2D CAD application — CAM output, part libraries, isometric projection. QCAD: open-source 2D CAD with DXF as native format, scriptable via ECMAScript.
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  39. Xbim · znlgis
    Use when processing BIM/IFC data in .NET/C# — IFC reading/writing, model validation, quantity takeoff, geometry extraction. xBIM: .NET BIM/IFC toolkit for building information modeling workflows.
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  40. Gdal · znlgis bundle
    Use when processing geospatial raster/vector data via command line — format conversion (Shapefile to GeoJSON), reprojection, DEM analysis, NDVI calculation, mosaicking. GDAL/OGR CLI: the industry standard for batch geospatial data processing with 50+ command-line tools (ogr2ogr, gdalwarp, gdal_translate, gdal_calc).
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  41. Kicad · znlgis
    Use when designing electronic circuits and PCBs — schematic capture, PCB layout, 3D viewer, SPICE simulation, Gerber export. KiCad: the leading open-source EDA/PCB design suite.
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  42. Go · znlgis bundle
    Use when writing Go/Golang code — goroutines/channels concurrency, net/http web servers, database/sql, generics (1.18+), module management, testing and benchmarking. Go: the language powering Docker, Kubernetes, and cloud-native infrastructure.
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  43. Sod · znlgis
    Use when needing a multi-paradigm .NET ORM with SQL-MAP (MyBatis-style XML mapping), OQL (Object Query Language), and traditional ORM. PDF.NET SOD: combines ORM + SQL-MAP + OQL for flexible .NET data access.
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  44. Mapsui · znlgis
    Use when embedding interactive 2D maps in .NET desktop (WinForms/WPF) or mobile (MAUI) applications — tile layers, vector features, map controls. Mapsui: cross-platform .NET map component library.
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  45. Pyqgis · znlgis bundle
    Use when extending QGIS with Python plugins, automating map composition, or scripting QGIS processing algorithms. PyQGIS: QGIS Python API for custom tools, processing scripts, and plugin development.
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  46. Elements · znlgis
    Use when generating building information models (BIM) programmatically in C#/.NET — wall, beam, column, floor creation, geometry kernel (BREP/CSG), glTF/IFC/JSON serialization, MEP systems, spatial grids. Hypar Elements: the smallest useful BIM — a cross-platform C# library for creating building elements without Revit/Rhino dependencies.
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  47. Openclaw · znlgis
    Use when setting up a multi-channel personal AI assistant gateway bridging chat platforms (Telegram, Discord, WhatsApp, WeChat) with LLM backends. OpenClaw: multi-channel AI assistant gateway for unified personal AI access.
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  48. Opencode · znlgis
    Use when working with a model-agnostic terminal AI coding agent that uses opencode.json for declarative configuration — MCP servers, custom commands, agent routing, skills. OpenCode: configuration-as-code terminal AI coding agent with multi-model support.
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  49. Chili3d · znlgis
    Use when building browser-based 3D CAD applications with WebAssembly — STEP/B-Rep visualization, measurement tools, sectioning. Chili3D: pure Web 3D CAD built on OCCT.js compiled to WASM with TypeScript API.
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  50. Freecad · znlgis
    Use when doing parametric 3D CAD modeling, BIM/architectural design, FEM simulation, CAM toolpath generation, or robot simulation with Python scripting. FreeCAD: the leading open-source parametric 3D CAD with Sketcher, Part, PartDesign, Arch, CAM, and FEM workbenches.
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  51. Ifoxcad · znlgis
    Use when developing AutoCAD plugins with .NET/C# — entity creation, layer management, block references, transaction handling. iFoxCAD: AutoCAD .NET secondary development framework with simplified API wrappers.
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  52. Tongwen · znlgis
    Use when translating engineering CAD drawings between languages — DWG text extraction, translation workspace with terminology management, quality-checked write-back. TongWen (同文): local-first CAD/BIM lossless translation suite for AutoCAD 2019-2026.
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  53. Npoi · znlgis
    Use when reading/writing Excel (.xls/.xlsx) or Word (.doc/.docx) files in .NET without Microsoft Office — data import/export, report generation, template filling. NPOI: .NET port of Apache POI for Office file I/O in server environments.
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  54. Postgis · znlgis
    Use when extending PostgreSQL with spatial data types, spatial indexes (GiST/SP-GiST), geometry functions (ST_Intersects, ST_Buffer, ST_Transform), and spatial queries. PostGIS: the most widely used open-source spatial database extension.
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  55. Shapely · znlgis bundle
    Use when performing computational geometry in Python — intersection, union, buffer, convex hull, simplification. Shapely: Python bindings for GEOS, the C++ geometry engine that powers PostGIS.
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  56. Ara3d Sdk · znlgis
    Use when processing AEC/BIM 3D data in .NET 8 — mesh generation and transformation, SIMD-accelerated math, IFC/STEP/PLY to glTF/GLB/VIM conversion, plugin development. Ara3D-SDK: high-performance .NET 3D geometry and BIM library suite.
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  57. Astral3d · znlgis
    Use when building industrial 3D visualization and editing applications — large model rendering, STEP/B-Rep viewing, measurement, markup. Astral3D: industrial 3D visualization and editing framework.
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  58. Cadquery · znlgis
    Use when scripting parametric 3D CAD models in Python — programmatic part generation, parametric design optimization, STEP export. CadQuery: Python-based parametric CAD built on OCCT kernel with a fluent API.
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  59. Clipper1 · znlgis
    Use when maintaining legacy code that depends on Clipper 1.x API for polygon clipping and offsetting. Clipper1: the original widely-deployed polygon boolean library. Prefer Clipper2 for new projects.
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  60. Clipper2 · znlgis
    Use when performing high-performance 2D polygon boolean operations (union, intersection, difference, XOR) and offsetting via C++, C#, or Python bindings. Clipper2: the modern polygon clipping library with robust numerical handling.
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  61. Librecad · znlgis
    Use when editing 2D DXF/DWG drawings with a lightweight open-source CAD — floor plans, mechanical drawings, laser cutting layouts. LibreCAD: open-source 2D CAD based on Qt/C++, community edition fork of QCAD.
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  62. Libredwg · znlgis
    Use when reading or writing AutoCAD DWG files programmatically in C — DWG version conversion, entity extraction, DWG to DXF. LibreDWG: free C library for reading/writing AutoCAD DWG format.
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  63. Lightcad · znlgis
    Use when embedding lightweight 2D CAD features in web applications — basic drawing, layer management, snapping, DXF import. LightCAD: lightweight Web 2D CAD framework for browser-based drafting.
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  64. Openscad · znlgis
    Use when creating 3D models programmatically via CSG (Constructive Solid Geometry) scripting — parametric parts, customizable designs for 3D printing. OpenSCAD: script-based 3D CAD using a declarative language rather than GUI modeling.
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  65. Cesiumjs · znlgis
    Use when building browser-based 3D globes, 3D Tiles visualization, time-dynamic geospatial data, or virtual globe applications. CesiumJS: high-performance WebGL 3D geospatial engine for interactive earth visualization.
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  66. Gdal API · znlgis bundle
    Use when programming against GDAL/OGR in C, C++, Python, or .NET for raster/vector I/O, coordinate transformation, or custom geospatial algorithms. GDAL API: low-level programming interface for reading/writing 70+ geospatial formats.
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  67. Geotools · znlgis bundle
    Use when building Java GIS applications — feature reading/writing, coordinate transformations, map styling, spatial filters, WMS/WFS clients. GeoTools: the Java GIS toolkit and OGC standards reference implementation.
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  68. Sharpmap · znlgis
    Use when rendering 2D maps in legacy .NET WinForms or ASP.NET WebForms applications. SharpMap: an older .NET 2D mapping library. For new projects, prefer Mapsui.
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  69. Supersplat · znlgis
    Use when editing 3D Gaussian Splatting (3DGS) .ply models in browser — cleanup noise/floaters, crop, transform, color-adjust, animate camera, publish online. SuperSplat: open-source browser-based 3DGS editor by PlayCanvas with PLY/compressed PLY/Splat/KSplat/SOG export.
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  70. Fy Layout · znlgis bundle
    Use when doing construction site layout planning with the FeiYang LightCAD platform — fence, lawn, foundation pit, road, prefab house 2D/3D modeling. FY_Layout: construction site layout secondary development plugin for LightCAD/LightBIM.
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  71. Furion · znlgis
    Use when building .NET Web API applications with minimal boilerplate — dynamic controllers, automatic dependency injection, JWT authentication, Swagger, event bus. Furion: lightweight convention-over-configuration .NET enterprise web framework.
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  72. Sentry · znlgis
    Use when adding error tracking, performance monitoring, and release health to .NET applications — ASP.NET Core, MAUI, WPF, Blazor, EF Core integration. Sentry .NET SDK: cross-platform error and performance monitoring with source map support, breadcrumbs, and alerting.
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  73. Geopandas · znlgis bundle
    Use when performing vector spatial data analysis in Python — reading/writing shapefiles, spatial joins, overlay operations, choropleth maps. GeoPandas: extends pandas DataFrames with geometry columns for Pythonic spatial analysis.
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  74. Geoserver · znlgis
    Use when deploying OGC-compliant map services (WMS, WFS, WMTS, WCS) or configuring SLD styling, security, and tile caching. GeoServer: the leading open-source Java map server for publishing spatial data to the web.
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  75. Opencsg Net · znlgis
    Use when doing constructive solid geometry (CSG) modeling in .NET — cube/sphere/cylinder primitives, union/subtract/intersect boolean operations, mesh transformations, STL export. OpenCSG.NET: zero-dependency C# CSG library ported from OpenJsCad's csg.js with merged improvements from praeclarum/Csg and hypar-io/Csg.
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  76. Solvespace · znlgis
    Use when doing lightweight parametric 2D/3D CAD with constraint-based sketching — linkages, section analysis, STL export for 3D printing. SolveSpace: ultra-light parametric constraint solver CAD with real-time solving.
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  77. Reogrid · znlgis
    Use when embedding an Excel-like spreadsheet control in .NET WinForms/WPF applications — formula engine, cell editing, clipboard, undo/redo. ReoGrid: .NET spreadsheet component with NPOI-based Excel read/write.
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  78. Openlayers · znlgis
    Use when adding interactive 2D maps to web applications — WMS/WFS/WMTS layers, vector styling, map controls, popups. OpenLayers: the most full-featured open-source JavaScript web mapping library.
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  79. Acme Sh · znlgis
    Use when automating SSL/TLS certificate issuance and renewal from Let's Encrypt, ZeroSSL, or BuyPass — wildcard certs, DNS API mode for 150+ providers, Nginx/Apache auto-reload. acme.sh: pure Shell ACME client, zero dependencies, crontab-friendly auto-renewal.
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  80. Robotgo · znlgis
    Use when automating desktop GUI operations in Go — mouse/keyboard control, screen capture, image recognition via OpenCV, global hotkeys via gohook. RobotGo: cross-platform Go desktop automation (RPA) library for macOS, Windows, and Linux.
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  81. Hermes Agent · znlgis
    Use when building self-learning AI agents that improve through experience — terminal-first interface, tool calling, memory persistence, autonomous task execution. Hermes Agent: self-improving general-purpose AI agent with local-first architecture.
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  82. Sqlsugar · znlgis
    Use when doing multi-database ORM operations in .NET — SQL Server, MySQL, PostgreSQL, SQLite, Oracle with fluent API, code-first, and LINQ. SqlSugar: high-performance .NET ORM supporting 10+ databases.
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  83. Opengis All · znlgis bundle
    Use when navigating end-to-end GIS workflows — discover the full toolchain from GDAL data processing through GeoServer publishing to CesiumJS/OpenLayers visualization. One-stop index covering the complete open-source GIS data pipeline.
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  84. Opengis Daf · znlgis
    Use when building plan-driven GIS data analysis or data quality-check pipelines with OpenGisDAF (.NET 10 / C# 14): define buffer, clip, intersect/containment checks, coordinate transform, field calculator, attribute/geometry QC rules purely in JSON plans, run the daf CLI, chain operators via DAG upstream bindings, output to GeoJSON/Shapefile/PostGIS, or extend with plugin operators loaded via AssemblyLoadContext.
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  85. Docutranslate · znlgis
    Use when translating documents locally via LLM — PDF, Word, Excel, Markdown, SRT subtitles with format preservation. DocuTranslate: LLM-powered multi-format local file translation tool with MCP server support.
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  86. Lightningcad · znlgis
    Use when doing architectural facade panel layout and detailing in AutoCAD or ZWCAD — panel numbering, shop drawing generation, material optimization. LightningCAD: building envelope detailing plugin for AutoCAD/ZWCAD.
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  87. Qgis Process · znlgis bundle
    Use when running QGIS geoprocessing tools headless from command line or CI/CD — buffer, clip, reproject, raster analysis without GUI. QGIS Processing: batch spatial analysis via qgis_process CLI.
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  88. Superpowers Zh · znlgis
    Use when constraining AI coding with Chinese TDD methodology, systematic debugging, code review, and verification workflows. Superpowers-zh: Chinese adaptation of the Superpowers AI-assisted programming skills and methodologies.
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  89. Geopipe Agent · znlgis bundle
    Use when building AI-driven GIS data pipelines with YAML-defined steps — format conversion, spatial validation, QC reporting, PostGIS loading, WMS publishing. GeoPipe Agent: YAML-driven GIS ETL pipeline agent with quality control.
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  90. Oh My Openagent · znlgis
    Use when configuring OpenCode for multi-model orchestration, Agent Harness patterns, CI/automation integration, or token cost optimization. Oh-My-OpenAgent: curated OpenCode agent configurations and prompt engineering patterns.
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  91. Billionmail · znlgis
    Use when setting up self-hosted email marketing and transactional email — SMTP relay, newsletter campaigns, bounce handling, delivery analytics. BillionMail: self-hosted email marketing platform with multi-tenant support.
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  92. Ruoyi Cloud · znlgis
    Use when scaffolding Java Spring Cloud microservice backends — Nacos service discovery, Sentinel rate limiting, Seata distributed transactions, Spring Boot 3 + Vue 3 admin. RuoYi-Cloud: popular Chinese Spring Cloud microservice boilerplate framework.
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  93. Deepseek Harness · znlgis
    Use when building AI agent applications with a plugin-based architecture — Web UI, CLI, Python SDK, Cordis plugin system, multi-model orchestration. DeepSeek Harness (dsh): open-source agent harness by DeepSeek AI where everything is a plugin, powered by Cordis for spatiotemporal composability.
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  94. Geoserver Cloud · znlgis
    Use when deploying GeoServer on Kubernetes as cloud-native microservices with auto-scaling, service discovery, and centralized configuration. GeoServer Cloud: break monolithic GeoServer into independently scalable WMS/WFS/WCS services.
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  95. Robotgo Flow · znlgis
    Use when building YAML-driven Windows RPA workflows in Go — step-by-step desktop automation with image template matching, interactive recording mode, hotkey triggers. RobotGo-Flow: YAML-based Windows RPA framework built on RobotGo.
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  96. Geometry API Net · znlgis bundle
    Use when working with Esri geometry types (Point, Polyline, Polygon, Envelope) in .NET/C# — spatial operations, JSON/GeoJSON/WKT I/O, geodesic calculations. Esri Geometry API for .NET.
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  97. Nettopologysuite · znlgis
    Use when performing 2D computational geometry in .NET — spatial predicates, overlay operations, buffering, WKT/WKB I/O. NetTopologySuite: the .NET port of JTS, available via NuGet for spatial analysis in C# applications.
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  98. Dotnet Reactor · znlgis
    Use when protecting .NET assemblies from reverse engineering — obfuscation, string encryption, control flow obfuscation, anti-debugging, licensing. .NET Reactor: commercial-grade .NET code protection and licensing tool.
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  99. Geometry API Java · znlgis
    Use when working with Esri geometry types (Point, Polyline, Polygon, Envelope) in Java — spatial operations, JSON/GeoJSON/WKT I/O, geodesic calculations. Esri Geometry API for Java.
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  100. Ke3036 Keyes Pico · znlgis
    Use when programming the Keyes Raspberry Pi Pico (RP2040) learning kit with MicroPython — GPIO LED/button control, I2C/SPI/UART sensor integration, servo/motor/relay driving, Wi-Fi MQTT, 0.96 inch OLED display, ultrasonic ranging. KE3036 Keyes Pico: 45-sensor STEM learning kit for RP2040.
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