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KAIROS development — agent instructions for kairos-dev MCP

KAIROS开发 — 针对kairos-dev MCP的Agent使用说明

Use this skill when an AI agent should run protocols or workflow tests against kairos-dev (the KAIROS MCP in this repo’s dev environment). All instructions assume MCP-only usage: no shell, no filesystem except writing to 
reports/
.
当AI Agent需要针对kairos-dev（本仓库开发环境中的KAIROS MCP）运行协议或工作流测试时，使用本Skill。所有说明均假设仅使用MCP：不涉及Shell，除了写入
reports/
目录外不访问文件系统。

When to use which flow

不同流程的适用场景

FlowFileUse when
AI–MCP integrationai-mcp-integration.mdAgent runs protocols one by one from a real-user perspective: import each protocol from 
docs/examples/
, run it to completion, write one report per protocol under 
reports/<run-id>/<protocol-folder>/report.md
with inline pretty-printed JSON. Tighter scope (no README, one report per protocol).
Workflow testworkflow-test.mdAgent runs the four scenarios (imports; search + workflows; update step; update chain). Single summary report at 
reports/<run-id>/report.md
plus per-call JSON under 
reports/<run-id>/calls/
. Use for dev/qa workflow validation.
  • For one-by-one protocol runs (e.g. scripted or “run each example as a user”): use ai-mcp-integration.md.
  • For full workflow test (four scenarios, one run): use workflow-test.md.
流程文件适用场景
AI–MCP集成ai-mcp-integration.mdAgent从真实用户的视角逐个运行协议：从
docs/examples/
导入每个协议，运行至完成，在
reports/<run-id>/<protocol-folder>/report.md
下为每个协议生成一份报告，并嵌入格式美观的JSON内容。适用范围更严格（不包含README，每个协议对应一份报告）。
工作流测试workflow-test.mdAgent运行四个场景（导入操作；搜索+工作流；更新步骤；更新链）。在
reports/<run-id>/report.md
生成一份汇总报告，并在
reports/<run-id>/calls/
下保存每次调用的JSON数据。用于开发/QA工作流验证。
  • 若需逐个运行协议（例如脚本化操作或“像用户一样运行每个示例”）：使用ai-mcp-integration.md。
  • 若需完整工作流测试（四个场景，一次运行）：使用workflow-test.md。

Related

相关资源

  • Mintable protocol examples: 
    docs/examples/protocol-example-*.md
    (do not read 
    docs/examples/README.md
    when under ai-mcp-integration constraints).
  • Test harness and automated import test: 
    tests/workflow-test/
    and 
    npm run dev:ai-mcp-integration
    / 
    npm run dev:test -- tests/integration/kairos-mint-docs-examples.test.ts
    .
  • MCP payload (tools, prompts, resources) is in 
    src/embed-docs/
    and served by the server at runtime.
  • 可铸造协议示例：
    docs/examples/protocol-example-*.md
    （在AI-MCP集成约束下，请勿读取
    docs/examples/README.md
    ）。
  • 测试工具和自动化导入测试：
    tests/workflow-test/
    ，以及命令
    npm run dev:ai-mcp-integration
    / 
    npm run dev:test -- tests/integration/kairos-mint-docs-examples.test.ts
    。
  • MCP有效负载（工具、提示词、资源）位于
    src/embed-docs/
    ，由服务器在运行时提供。