crewai SKILL.md skillB
crewai from znlgis/opengis-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add znlgis/opengis-skills/crewai@git:20261027.8e03282Pins git:20261027.8e03282 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- znlgis/opengis-skills
- Path
ai/crewai/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261027.8e03282, committed Oct 27, 2026
- Size
- 15,491 bytes
- Repository stars
- 76
- License
- MIT
Use when orchestrating multi-agent work with crewAI 1.15 — Agent/Task/Crew, Process.sequential vs hierarchical, @tool / BaseTool custom tools, or event-driven Flows with @start/@listen/@router and or_/and_ for branching and state; also when tasks ignore their expected_output, tools never fire because the agent lacks them, or a JSON-first project (agents/*.jsonc + crew.jsonc) needs the YAML scaffold via --classic. Includes wiring GIS analysis as tools.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> **项目地址：** <https://github.com/crewAIInc/crewAI> > > **官方文档：** <https://docs.crewai.com/> > > **PyPI：** `crewai`（1.15.30，截至 2026-10）｜ 工具包：`crewai-tools`（同版号） > > **许可证：** MIT ## 概述 crewAI 用两层抽象组织多智能体系统，边界很清楚： - **Crews（自治）**：`Agent`（角色、目标、背景、工具）+ `Task`（描述、期望产出、依赖）组成团队，`Crew` 按 `Process` 调度执行 - **Flows（可控）**：事件驱动的编排层，`@start` / `@listen` / `@router` 加 `or_` / `and_` 组合条件，带类型化 state，适合生产级分支与重试 - **两者可混用**：Flow 里调 Crew，或 Crew 的某个 Task 触发 Flow，是官方推荐的生产形态 - **Python 原生**：prompt、工具、执行路径、state 都能直接用 Python 改，不跟框架打架 - **生产特性**：结构化输出（`output_pydantic`/`output_json`）、memory、knowledge、checkpointing、异步执行、MCP/A2A 支持 - **脚手架**：1.x 默认 **JSON-first** 项目（`agents/*.jsonc` + `crew.jsonc`），需要传统 YAML/Python 结构用 `--classic` --- ## 环境准备 ### 前置条件 | 项 | 要求 | |----|------| | Python | `>=3.10,<3.14` | | 包管理 | 官方推荐 [uv](https://docs.astral.sh/uv/)（CLI 也用它装） | | 模型 | 任一经 LiteLLM 支持的 provider（OpenAI、Anthropic、DeepSeek、本地 vLLM/Ollama 均可） | ### 方式一：uv tool（官方推荐，装 CLI） ```bash # macOS / Linux curl -LsSf https://astral.sh/uv/install.sh | sh # Windows PowerShell powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex" # 安装 crewai CLI uv tool install crewai …
Read the whole file at its exact version.
How to install
mdr add znlgis/opengis-skills/crewai@sha256:09ee4693e5b56472The line at the top of this page pins the label git:20261027.8e03282, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_bk6tm33o432kfal7)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 27, 2026.
Audit of the latest version
- fail: No curl or wget piped into a shell (matched: curl -LsSf https://astral.sh/uv/install.sh | sh)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15491 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
znlgis/opengis-skills · 76 stars · license MIT · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bk6tm33o432kfal7 GET https://markdownregistry.com/api/v1/resolve?ref=znlgis/opengis-skills/crewai GET https://markdownregistry.com/api/v1/blob/09ee4693e5b564728cc8efffa8900c58e2a5e30b2d22b103a1a91ad523421ab0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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