القائمة
Build or modify LangChain, DeepAgent, DeerFlow profiles, agent tools, middleware, checkpointing, skills wiring, and the shared harness layer in genai-tk.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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.