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BF opengis-skills

面向 AI 编程助手的开源 GIS、CAD、C#、AI、IoT 技能集合。覆盖 56 个开源项目，提供一站式技能索引、标签搜索、按需加载指南，让 AI 助手在 GIS/CAD/C# 领域获得更准确的代码生成与问题排查能力。

ClawHub Agent Skills author: tj v1.0.0 MIT-0 65 files body ≈ 2 414 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 33/100 · Will not run — References files that are not bundled: gis/opengis-all/SKILL.md, gis/gdal/SKILL.md, gis/gdal-api/SKILL.md

ProcedureGitHubAI and agentsSoftware developmenttype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
83/100
safety, quality, tests
Safety 60%
100
Quality 40%
57
Run on models
none yet
Process rating
F
33/100
Will not run
References files that are not bundled: gis/opengis-all/SKILL.md, gis/gdal/SKILL.md, gis/gdal-api/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: gis/opengis-all/SKILL.md
  • warning missing-ref reference to a missing file: gis/gdal/SKILL.md
  • warning missing-ref reference to a missing file: gis/gdal-api/SKILL.md
  • warning missing-ref reference to a missing file: gis/geotools/SKILL.md
  • warning missing-ref reference to a missing file: gis/geoserver/SKILL.md
  • warning missing-ref reference to a missing file: gis/geoserver-rest-api/SKILL.md
  • warning missing-ref reference to a missing file: gis/geoserver-cloud/SKILL.md
  • warning missing-ref reference to a missing file: gis/pyqgis/SKILL.md
  • warning missing-ref reference to a missing file: gis/qgis-process/SKILL.md
  • warning missing-ref reference to a missing file: gis/postgis/SKILL.md
  • warning missing-ref reference to a missing file: gis/cesiumjs/SKILL.md
  • warning missing-ref reference to a missing file: gis/openlayers/SKILL.md
  • warning missing-ref reference to a missing file: gis/geopandas/SKILL.md
  • warning missing-ref reference to a missing file: gis/shapely/SKILL.md
  • warning missing-ref reference to a missing file: gis/jts/SKILL.md
  • warning missing-ref reference to a missing file: gis/nettopologysuite/SKILL.md
  • warning missing-ref reference to a missing file: gis/geometry-api-java/SKILL.md
  • warning missing-ref reference to a missing file: gis/geometry-api-net/SKILL.md
  • warning missing-ref reference to a missing file: gis/sharpmap/SKILL.md
  • warning missing-ref reference to a missing file: gis/mapsui/SKILL.md
  • warning missing-ref reference to a missing file: gis/opengis-utils-for-java/SKILL.md
  • warning missing-ref reference to a missing file: gis/opengis-utils-for-net/SKILL.md
  • warning missing-ref reference to a missing file: gis/geopipe-agent/SKILL.md
  • warning missing-ref reference to a missing file: cad/ifoxcad/SKILL.md
  • warning missing-ref reference to a missing file: cad/fy_layout/SKILL.md
  • warning missing-ref reference to a missing file: cad/clipper2/SKILL.md
  • warning missing-ref reference to a missing file: cad/clipper1/SKILL.md
  • warning missing-ref reference to a missing file: cad/chili3d/SKILL.md
  • warning missing-ref reference to a missing file: cad/libredwg/SKILL.md
  • warning missing-ref reference to a missing file: cad/qcad/SKILL.md
  • warning missing-ref reference to a missing file: cad/astral3d/SKILL.md
  • warning missing-ref reference to a missing file: cad/kicad/SKILL.md
  • warning missing-ref reference to a missing file: cad/solvespace/SKILL.md
  • warning missing-ref reference to a missing file: cad/cadquery/SKILL.md
  • warning missing-ref reference to a missing file: cad/librecad/SKILL.md
  • warning missing-ref reference to a missing file: cad/freecad/SKILL.md
  • warning missing-ref reference to a missing file: cad/occt/SKILL.md
  • warning missing-ref reference to a missing file: cad/openscad/SKILL.md
  • warning missing-ref reference to a missing file: cad/xbim/SKILL.md
  • warning missing-ref reference to a missing file: cad/lightcad/SKILL.md
  • warning missing-ref reference to a missing file: csharp/admin-net-backend/SKILL.md
  • warning missing-ref reference to a missing file: csharp/admin-net-frontend/SKILL.md
  • warning missing-ref reference to a missing file: csharp/furion/SKILL.md
  • warning missing-ref reference to a missing file: csharp/sod/SKILL.md
  • warning missing-ref reference to a missing file: csharp/npoi/SKILL.md
  • warning missing-ref reference to a missing file: csharp/reogrid/SKILL.md
  • warning missing-ref reference to a missing file: csharp/sqlsugar/SKILL.md
  • warning missing-ref reference to a missing file: csharp/dotnet-reactor/SKILL.md
  • warning missing-ref reference to a missing file: ai/dify/SKILL.md
  • warning missing-ref reference to a missing file: ai/oh-my-openagent/SKILL.md
  • warning missing-ref reference to a missing file: ai/superpowers-zh/SKILL.md
  • warning missing-ref reference to a missing file: ai/hermes-agent/SKILL.md
  • warning missing-ref reference to a missing file: ai/openclaw/SKILL.md
  • warning missing-ref reference to a missing file: iot/ke3036-keyes-pico/SKILL.md
  • warning missing-ref reference to a missing file: others/billionmail/SKILL.md
  • warning missing-ref reference to a missing file: others/ruoyi-cloud/SKILL.md

Process rating: all ten parameters 33/100

Will not run. References files that are not bundled: gis/opengis-all/SKILL.md, gis/gdal/SKILL.md, gis/gdal-api/SKILL.md
  • 0Tools and files. 56 referenced file(s) missing: gis/opengis-all/SKILL.md, gis/gdal/SKILL.md, gis/gdal-api/SKILL.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 100Steps. 22 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2414 tokens

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 111: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 19 headings
  • +3Step-by-step instructions: 22 items
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 57.

External checks

ClawHub: clean
This is an instruction-only documentation/index skill; it does not install code itself, but some examples can run third-party tools or use service credentials if a user chooses to execute them.
LLM: benign (medium) · VirusTotal: · 29 May 2026