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Execute automatic activation for all google cloud agent development kit (adk)
Passed 17 of 23 test cases with the skill, and 11 of 23 without it.
and 4 more in the full report
6 fixed11 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are wiring an e-commerce stock lookup tool to a Google Cloud agent. Our backend API often fails with HTTP 503 or return malformed JSON when warehouse DBs are under heavy load. The dev team plans to just pass raw Python dict responses straight back to the model without defining error schemas. How should we formalize the tool interface contract and handle failures?
| Checked | Without skill | With skill |
|---|---|---|
| The response defines explicit input, output, and error response schemas for the tool. | Missed | Passed |
| The response specifies error handling contracts for HTTP failure status codes. | Passed | Passed |
The instructions your model reads when the skill loads.
Master Google’s Agent Development Kit (ADK) patterns for building and deploying production-grade agents with clear tool contracts, validation, and operational guardrails.
Use this skill to quickly answer “how do I do X with Google ADK?” and to produce a safe, production-oriented plan (structure, patterns, deployment, verification) rather than ad-hoc snippets.
Example: Pick the right ADK pattern
000-docs/6767-*.test cases passed, vs 11 / 23 without
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