菜单
Deterministic script execution skill for HASTE. Execute scripts instead of free-form LLM behavior for consistent, repeatable operations. Use when: 'run preprocessing', 'convert format', 'parse metadata', 'generate tiles', 'build wheel', 'deploy functions'. Prevents hallucinated scripts.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/microsoft/haste --skill deterministic-scripts命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Imagery provider adaptation skill for HASTE. Encapsulates provider-specific logic for satellite imagery sources (Planet, Vantor, Airbus, etc.). Use when: 'new imagery provider', 'add source type', 'satellite provider', 'Planet', 'Vantor', 'Airbus', 'Pleiades', 'WorldView', 'SkySat', 'imagery ingestion', 'provider adapter'.
Guide for designing and documenting RESTful APIs. Use when asked to design an API, create endpoints, or document an API.
Comprehensive guide to all Copilot CLI running modes: Interactive, Plan, Autopilot, Fleet, Research, Chronicle, and Delegate. Use when asked about CLI modes, workflows, or how to use Copilot CLI effectively.
基于 SOC 职业分类
正在显示 SKILL.md
| name | deterministic-scripts |
| description | Deterministic script execution skill for HASTE. Execute scripts instead of free-form LLM behavior for consistent, repeatable operations. Use when: 'run preprocessing', 'convert format', 'parse metadata', 'generate tiles', 'build wheel', 'deploy functions'. Prevents hallucinated scripts. |
| source | HASTE operational scripts, build system |
| domain | operations |
| level | foundational |
| agents | ["backend-dev","gis","backend-validation"] |
| created_date | 2026-04-27 |
| last_validated | |
| validated_by | |
| status | draft |
HASTE has established scripts and commands for common operations. Agents must use these exact commands instead of generating free-form alternatives. This prevents hallucinated scripts, ensures consistency, and makes operations repeatable.
| Operation | Exact Command | Notes |
|---|---|---|
| Build core wheel | cd hastelib && hatch build -t wheel | Auto-increments version, copies to func apps |
| Run Python tests | cd hastelib && hatch run test:pytest | Uses conda env with GDAL |
| Build UI | cd ui && npm run build | Production build via Vite |
| Lint UI | cd ui && npm run lint | ESLint with React rules |
| Install UI deps | cd ui && npm install | Uses package-lock.json |
| Create conda env | conda env create -f env.yml | Full env with GDAL and dependencies |
| Update conda env | conda env update -f env.yml | Preserves existing packages |
| Install hastelib editable | pip install -e hastelib/ | For local development hot-reload |
| Operation | Exact Command | Notes |
|---|---|---|
| Start API locally | cd api/hastefuncapi && func host start | Requires .venv or conda env |
| Start UI locally | cd ui && swa start --app-devserver-url http://localhost:5173 --run 'npm run dev' |
| SWA CLI with Vite dev server |
| Start Azurite | azurite --silent --location ./data --debug ./data/debug.log | Local Azure Storage emulator |
| Start Docker stack | docker-compose -f docker/docker-compose.yml up | Full local stack |
| Operation | Exact Command | Notes |
|---|---|---|
| Deploy Azure Function | func azure functionapp publish <NAME> --subscription <SUB> --tenant <TENANT> | After hatch build |
| Deploy SWA | cd ui && swa deploy --app-location ./dist --app-name <NAME> | After npm run build |
| Build Docker images | ./build_and_push_images.sh | Builds training + imagery prep images |
| Operation | Approach | Notes |
|---|---|---|
| COG generation | Use rasterio with COG driver profile | Never use raw GDAL CLI unless wrapping in Python |
| Tile generation | Through ImageryPreProcessor | Not manual gdal2tiles |
| Reprojection | rasterio.warp.reproject() | Always specify src_crs and dst_crs |
| Format conversion | Through provider-specific adapter | Not generic gdal_translate |
| Situation | Do This | NOT This |
|---|---|---|
| Need to run tests | hatch run test:pytest | pytest (wrong env) |
| Need to build wheel | hatch build -t wheel | python setup.py bdist_wheel |
| Need to start API | func host start | python function_app.py |
| Need Azure storage locally | azurite | Custom mock storage |
| Need to process imagery | Use ImageryPreProcessor | Write new GDAL script |
| Need to deploy | func azure functionapp publish | Manual zip deployment |
hatch run test:pytest to get the correct conda envnpm start — HASTE uses swa start with Vite dev serverpython setup.py — HASTE uses hatch/hatchling, not setuptools