# adk-python - Doramagic AI Context Pack > Purpose: pre-work context for the user's host AI. This pack does not prove that the project has been installed, run, or validated. ## Project - canonical_name: `google/adk-python` - capability: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. - expected_user_outcome: An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control. ## Operating Boundaries - Do not claim that the project has been installed, run, called through an API, or used on local files unless separate evidence proves it. - Project facts must come from repo evidence, Claim Graph, or explicit source references. - When a capability is not verified, mark it as unverified instead of completing it as fact. - publish_status: `publishable` - blocking_gaps: none --- ## Doramagic Context Augmentation The following sections strengthen the repository context for a host AI. Human Manual data is a reading route, and pitfall notes become operating constraints. ## Human Manual Outline Usage rule: this is only a reading route and salience signal, not factual authority. Concrete claims must still return to repo evidence or Claim Graph. Host AI hard rules: - Do not treat page titles, section order, summaries, or importance values as factual project evidence. - When explaining the Human Manual outline, state that it is only a reading route or salience signal. - Capability, installation, compatibility, runtime state, and risk claims must cite repo evidence, source paths, or Claim Graph. - **Overview and System Architecture**: importance `high` - source_paths: README.md, src/google/adk/__init__.py, src/google/adk/runners.py, src/google/adk/agents/base_agent.py, src/google/adk/events/event.py - **LLM Agents, Tools, and Skills**: importance `high` - source_paths: src/google/adk/agents/llm_agent.py, src/google/adk/tools/function_tool.py, src/google/adk/tools/mcp_tool/mcp_toolset.py, src/google/adk/tools/openapi_tool/openapi_spec_parser/openapi_toolset.py, src/google/adk/tools/skill_toolset.py - **Workflow Runtime and Task API**: importance `high` - source_paths: src/google/adk/workflow/_workflow.py, src/google/adk/workflow/_graph.py, src/google/adk/workflow/_node.py, src/google/adk/workflow/_function_node.py, src/google/adk/workflow/_llm_agent_wrapper.py - **Integrations, Deployment, and Operations**: importance `high` - source_paths: src/google/adk/cli/cli.py, src/google/adk/cli/fast_api.py, src/google/adk/cli/cli_deploy.py, src/google/adk/models/google_llm.py, src/google/adk/models/anthropic_llm.py ## Repo Inspection Evidence - repo_clone_verified: true - repo_inspection_verified: true - repo_commit: `c08debc93fa540a1c181918da9d19825470d02a3` - inspected_files: `README.md`, `pyproject.toml`, `docs/guides/README.md`, `docs/guides/agents/llm_agent/single_turn.md`, `docs/guides/agents/llm_agent/task.md`, `docs/guides/events/event/index.md`, `docs/guides/events/request_input/index.md`, `docs/guides/workflow/dynamic_nodes/index.md`, `docs/guides/workflow/function_node/index.md`, `docs/guides/workflow/graph/index.md`, `docs/guides/workflow/join_node/index.md`, `docs/guides/workflow/parallel_worker/index.md`, `docs/guides/workflow/retry_config/index.md`, `docs/guides/workflow/workflow/index.md`, `src/google/adk/__init__.py`, `src/google/adk/a2a/__init__.py`, `src/google/adk/a2a/agent/__init__.py`, `src/google/adk/a2a/agent/config.py`, `src/google/adk/a2a/agent/interceptors/__init__.py`, `src/google/adk/a2a/agent/interceptors/new_integration_extension.py` Host AI hard rules: - Without repo_clone_verified=true, do not claim that the source code has been read. - Without repo_inspection_verified=true, do not write README, docs, or package-file conclusions as facts. - Without quick_start_verified=true, do not claim that the Quick Start path has run successfully. ## Doramagic Pitfall Constraints These rules come from Doramagic discovery, validation, or compilation findings. The host AI must treat them as operating constraints, not background notes. ### Constraint 1: Security or permission risk requires verification - Trigger: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/google/adk-python/issues/6099 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 2: Security or permission risk requires verification - Trigger: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/google/adk-python/issues/5342 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 3: Security or permission risk requires verification - Trigger: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/google/adk-python/issues/5600 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 4: Security or permission risk requires verification - Trigger: Project evidence flags a security or permission risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/google/adk-python/issues/5712 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 5: Identity risk requires verification - Trigger: Project evidence flags a identity risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: identity.distribution | https://github.com/google/adk-python - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 6: Installation risk requires verification - Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/google/adk-python/issues/6174 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 7: Installation risk requires verification - Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/google/adk-python/issues/5590 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 8: Capability evidence risk requires verification - Trigger: README/documentation is current enough for a first validation pass. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: capability.assumptions | https://github.com/google/adk-python - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 9: Maintenance risk requires verification - Trigger: Project evidence flags a maintenance risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: evidence.maintainer_signals | https://github.com/google/adk-python - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 10: Security or permission risk requires verification - Trigger: no_demo - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: downstream_validation.risk_items | https://github.com/google/adk-python - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.