Expert guidance on the Google Agent Development Kit (ADK) for Python. Use this skill when the user asks about building agents, using tools, streaming, callbacks, tutorials, deployment, or advanced architecture with the Google ADK in Python.
85
81%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a solid skill description with excellent trigger terms and clear when-to-use guidance. The main weakness is the vague 'Expert guidance on' framing rather than listing specific concrete actions the skill enables. The description successfully carves out a distinct niche for Google ADK Python development.
Suggestions
Replace 'Expert guidance on' with specific actions like 'Create agents, configure tools, implement streaming and callbacks, deploy applications using the Google Agent Development Kit (ADK) for Python.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (Google ADK for Python) and mentions several areas (building agents, tools, streaming, callbacks, deployment, architecture), but uses vague framing 'Expert guidance on' rather than listing concrete actions like 'create agents', 'configure callbacks', or 'deploy to cloud'. | 2 / 3 |
Completeness | Clearly answers both what ('Expert guidance on the Google Agent Development Kit for Python') and when ('Use this skill when the user asks about building agents, using tools, streaming, callbacks, tutorials, deployment, or advanced architecture'). | 3 / 3 |
Trigger Term Quality | Good coverage of natural terms users would say: 'building agents', 'tools', 'streaming', 'callbacks', 'tutorials', 'deployment', 'Google ADK', 'Python'. These are terms developers would naturally use when seeking help with this SDK. | 3 / 3 |
Distinctiveness Conflict Risk | Very specific niche targeting 'Google Agent Development Kit (ADK) for Python' - this is a distinct SDK that wouldn't conflict with general Python skills, other agent frameworks, or generic coding assistance. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
72%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill excels as a navigation index with excellent progressive disclosure and concise organization. However, it lacks any inline executable examples and could benefit from a quick-start code snippet demonstrating basic agent creation. The workflow for using the skill is present but could include clearer guidance on handling edge cases.
Suggestions
Add a minimal 'Quick Start' code example showing basic agent creation (3-5 lines) so users can immediately see ADK in action without loading reference files
Include explicit guidance in the Instructions section for what to do if a reference file doesn't contain the needed information (e.g., fallback to API reference or suggest user clarify requirements)
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is lean and efficient, serving as a pure navigation index without explaining what ADK is or how agents work. Every section directly maps to a reference file without unnecessary elaboration. | 3 / 3 |
Actionability | The skill provides clear navigation to reference files but lacks any executable code examples in the main file. The instruction to use 'web_fetch' or 'curl' is helpful but the skill itself contains no concrete, copy-paste ready code. | 2 / 3 |
Workflow Clarity | The instructions section provides a basic workflow (identify topic -> load reference -> fetch content -> provide code), but lacks explicit validation steps or feedback loops for when reference files don't contain needed information. | 2 / 3 |
Progressive Disclosure | Excellent structure with a clear overview and well-organized one-level-deep references. Each topic has clearly signaled links to specific reference files, making navigation straightforward. | 3 / 3 |
Total | 10 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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Table of Contents
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