google-agents-cli-eval
This skill should be used when the user wants to "run an evaluation", "evaluate my agent", "evaluate my ADK agent", "write an eval dataset", "analyze eval…
Skill by Google
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/melkidonadonmed-lgtm-google-agents-cli-eval
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: backend, devops, ml, writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/google-agents-cli-eval
What's inside
- Skill name
google-agents-cli-eval- Description
- This skill should be used when the user wants to "run an evaluation", "evaluate my agent", "evaluate my ADK agent", "write an eval dataset", "analyze eval failures", "compare eval results", "optimize agent", or needs guidance on the Agent Platform eval methodology and the Quality Flywheel. Covers eval metrics, dataset schema, LLM-as-judge scoring, and common failure causes. Applies to any agents-cli project, whatever framework the agent is written in. Do NOT use for agent API code patterns (ADK: use google-agents-cli-adk-code), deployment (use google-agents-cli-deploy), or project scaffolding (use google-agents-cli-scaffold).
- License
- unknown
- Metadata
- author: Google · license: Apache-2.0 · version: 1.5.0
- Instructions
- 358 lines in SKILL.md · view on GitHub
Files (7)
- SKILL.md
- advanced-commands.md · references/
- builtin-tools-eval.md · references/
- dataset_schema.md · references/
- metrics-guide.md · references/
- multimodal-eval.md · references/
- user-simulation.md · references/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
More from melkidonadonmed-lgtm/meu-workspace-global
- 0.524score
agent-platform-eval-flywheel
melkidonadonmed-lgtm
Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology.
SkillBFreshness: BClaude Code +9 - 0.519score
audit-project
melkidonadonmed-lgtm
Audits a real target project living under projects/* (pcm, remix-prescmed-new, canvas_ide, keepdocs-workspace, WAOE) or any other codebase path the user…
SkillBFreshness: BClaude Code +9 - 0.494score
domain-modeling
melkidonadonmed-lgtm
Build and sharpen a project's domain model.
SkillBFreshness: BClaude Code +9 - 0.494score
codebase-design
melkidonadonmed-lgtm
Shared vocabulary for designing deep modules.
SkillBFreshness: BClaude Code +9 - 0.494score
grilling
melkidonadonmed-lgtm
Grill the user relentlessly about a plan, decision, or idea.
SkillBFreshness: BClaude Code +9 - 0.494score
prototype
melkidonadonmed-lgtm
Build a throwaway prototype to answer a design question.
SkillBFreshness: BClaude Code +9 - 0.483score
implement
melkidonadonmed-lgtm
Implement a piece of work based on a spec or set of tickets.
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- Sep 4, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- Version
- 1.5.0
- License
- License unknown
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Google
- 0.950score

Gemini CLI Companion
Google
Enable Gemini CLI with direct access to your IDE workspace.
PluginAFreshness: A★ 107.7KVS Code +3 - 0.799score
Genkit
Google
Open-source Firebase framework for AI features and agent workflows in JavaScript, Go, Python and Dart, with model plugins.
HarnessAFreshness: A★ 6.5K↓ 95.8K/wk - 0.791score
ADK for Go
Google
Code-first Go toolkit for building agents with a tool ecosystem, composable multi-agent systems and Cloud Run deployment.
HarnessAFreshness: A★ 8.9K - 0.777score
ADK for TypeScript
Google
TypeScript toolkit for agents with Zod-typed tools, graph and multi-agent workflows, and Node.js or browser runtimes.
HarnessAFreshness: A★ 1.4K↓ 143.5K/wk - 0.734score
Google Agent Development Kit (ADK)
Google
Open-source toolkit for building, evaluating and deploying agents in Python, TypeScript, Go, Java and Kotlin, tuned for Gemini but model-agnostic.
HarnessAFreshness: A★ 22K↓ 2.4M/wk - 0.729score
Gemini CLI
Google
Open-source terminal agent that queries and edits codebases and automates tasks with Gemini models
AgentAFreshness: A★ 107.7K↓ 231.3K/wk
Cite this page
google-agents-cli-eval skill. Agent Mart. https://agentmart.dev/skills/melkidonadonmed-lgtm-google-agents-cli-eval (last updated 2026-10-24)