메뉴
Build or modify LangChain, DeepAgent, DeerFlow profiles, agent tools, middleware, checkpointing, skills wiring, and the shared harness layer in genai-tk.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Work on BAML structured extraction, BAML CLI commands, processors, utilities, and Prefect BAML workflow integration in genai-tk.
Work on browser automation, sandbox browser tools, direct Playwright tools, AioSandbox backend, and sandbox CLI support in genai-tk.
Add or modify genai-tk Typer CLI commands, dynamic command registration, project scaffolding, and generated Copilot/agent support files.
Work on genai-tk OmegaConf configuration, profiles, overrides, env substitution, and config discovery. Use when editing config/*.yaml or genai_tk.config_mgmt.config_mngr.
Work on core LLM, embeddings, vector store, provider, cache, prompt, and retriever factories in genai-tk. Use when editing genai_tk/core or provider configuration.
Build, configure, and troubleshoot Docker images for genai-tk and scaffolded applications. Add Docker support to a new project, adjust extras, fix Dockerfile issues, update just recipes.
| name | agent-profiles |
| description | Build or modify LangChain, DeepAgent, DeerFlow profiles, agent tools, middleware, checkpointing, skills wiring, and the shared harness layer in genai-tk. |
docs/agents.mddocs/deer-flow.mddocs/middleware-pii-and-routing.mdgenai_tk/agents/langchain/config.pygenai_tk/agents/langchain/factory.pyconfig/agents/langchain/defaults.yamlLangChain profiles are dict-keyed. The key is what users pass to -p.
langchain_agents:
research:
name: Research
type: deep
llm: gpt_41@openai
tools:
- spec: web_search
skills:
directories:
- ${paths.project}/skills
| Concern | Paths |
|---|---|
| LangChain profiles and factory | genai_tk/agents/langchain/ |
| Middleware | genai_tk/agents/langchain/middleware/ |
| Tool specs and factories | genai_tk/agents/tools/ |
| SmolAgents CLI | genai_tk/agents/smolagents/ |
| DeerFlow bridge | genai_tk/agents/deer_flow/ |
| DeepAgent CLI bridge | genai_tk/agents/deepagent_cli/ |
| Sandbox backend | genai_tk/agents/sandbox/, genai_tk/agents/langchain/sandbox_backend.py |
config/agents/**.yaml and verify with uv run cli agents langchain --list.genai_tk/agents/tools/... and reference it from YAML.tests/unit_tests/agents/ and integration tests only for real agent behavior.uv run cli agents langchain --list
uv run cli agents langchain -p simple "What is 2+2?"
GENAITK_PROFILE=pytest uv run pytest tests/unit_tests/agents -q
name where the profile key is required.