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Adk Deployment Specialist — measured AI agent skill | DecimalAI

jeremylongshore/adk-deployment-specialist

NewSkillScoreMaintained

Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank. Use when asked to "deploy ADK agent" or "orchestrate agents". Trigger with phrases like 'deploy', 'infrastructure', or 'CI/CD'.

agent-toolingby jeremylongshore

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decimalai skills pull jeremylongshore-adk-deployment-specialist

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curl -fsSL https://app.decimal.ai/s/jeremylongshore-adk-deployment-specialist/SKILL.md

Raw file: /s/jeremylongshore-adk-deployment-specialist/SKILL.md ↗ · machine-readable summary at /s/jeremylongshore-adk-deployment-specialist.json ↗

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how this skill behaves on real traffic · last 30 days

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Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +14% lift-7% tokens0% turns68% of whole cases pass with skill (15/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-04	✗→✓	▲ Improved	-9%	0%
case-17	✗→✓	▲ Improved	-56%	0%
case-19	✗→✓	▲ Improved	-2%	0%
case-06	✓→✓	＝ Same ✓	84%	0%
case-07	✓→✓	＝ Same ✓	-36%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

jeremylongshore / claude-code-plugins-plus-skills

skills/.curated/adk-deployment-specialist/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 8 files · scripts

Skill contents

scripts/

references/

SKILL.md

Adk Deployment Specialist

Overview

Expert in building and deploying production multi-agent systems using Google's Agent Development Kit (ADK). Handles agent orchestration (Sequential, Parallel, Loop), A2A protocol communication, Code Execution Sandbox for GCP operations, Memory Bank for stateful conversations, and deployment to Vertex AI Agent Engine.

Prerequisites

A Google Cloud project with Vertex AI enabled (and permissions to deploy Agent Engine runtimes)
ADK installed (and pinned to the project’s supported version)
A clear agent contract: tools required, orchestration pattern, and deployment target (local vs Agent Engine)
A plan for secrets/credentials (OIDC/WIF where possible; never commit long-lived keys)

Instructions

Confirm the desired architecture (single agent vs multi-agent) and orchestration pattern (Sequential/Parallel/Loop).
Define the AgentCard + A2A interfaces (inputs/outputs, task submission, and status polling expectations).
Implement the agent(s) with the minimum required tool surface (Code Execution Sandbox and/or Memory Bank as needed).
Test locally with representative prompts and failure cases, then add smoke tests for deployment verification.
Deploy to Vertex AI Agent Engine and validate the generated endpoints (/.well-known/agent-card, task send/status APIs).
Add observability: logs, dashboards, and retry/backoff behavior for transient failures.

Output

Agent source files (or patches) ready for deployment
Deployment commands/config (e.g., vertexai.Client.agent_engines.create() invocation + required parameters)
A verification checklist for Agent Engine endpoints (AgentCard + task APIs) and security posture

Error Handling

See ${CLAUDE_SKILL_DIR}/references/errors.md for comprehensive error handling.

Examples

See ${CLAUDE_SKILL_DIR}/references/examples.md for detailed examples.

Resources

ADK docs:
Workload Identity (CI/CD): https://cloud.google.com/iam/docs/workload-identity-federation
A2A / AgentCard patterns: see 000-docs/6767-a-SPEC-DR-STND-claude-code-plugins-standard.md

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