Google Agents CLI Eval
This skill should be used when the user wants to "run an evaluation".
Works in any agent
2 static scans, 0 counted findings.
Recorded for this package revision; Edge checks the exact bundle again when your agent loads it.
What this skill does for you
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).
Quoted from the skill description in the pinned sourceUse it with Edge
Set up Edge for me: read getedge.cc/SKILL.md and follow it. Then use Edge to load the google-agents-cli-eval skill from google/agents-cli.
Paste it into Claude, ChatGPT, Codex or Cursor.
Or read the skill source first.
Security evidence
| Scanner | Date | Result | Findings |
|---|---|---|---|
| Edge static checks | 2026-09-29 | Pass | 0 |
| Edge committed-secret checks | 2026-09-29 | Pass | 0 |
Static scans check the code, not how well the skill works.
Scanner scope, raw findings and mirrored provider records
Edge static checks (Edge-run): edge-static/1.0.0. Scope: Static patterns for remote execution, credentials with network sends, obfuscation, prompt overrides, hidden Unicode, binaries and persistence. Revision: e556c95e94d8440e2edf605a13c513bd01d8e602. Raw findings: not supplied. Counted findings: .
Edge committed-secret checks (Edge-run): edge-secrets/1.0.0. Scope: Credentials committed in the skill's files (values never shown). Revision: e556c95e94d8440e2edf605a13c513bd01d8e602. Raw findings: not supplied. Counted findings: .
Socket (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.
Snyk (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.
Source and licence
- Repository
- https://github.com/google/agents-cli
- Pinned skill file
- View source at revision
- Revision
- e556c95e94d8440e2edf605a13c513bd01d8e602
- Package hash
- sha256:51e63626a5904377cea81e8f514cd97a47bf30dc53e17b5b5fdb1e4bd6d46927
- Licence
- Apache-2.0
Files in the scanned package
| File | Size |
|---|---|
| SKILL.md | 24.3 KB |
| references/advanced-commands.md | 2.3 KB |
| references/builtin-tools-eval.md | 6.0 KB |
| references/dataset_schema.md | 8.3 KB |
| references/live-eval.md | 2.6 KB |
| references/metrics-guide.md | 10.0 KB |
| references/multimodal-eval.md | 5.3 KB |
| references/user-simulation.md | 6.3 KB |
Try Google Agents CLI Eval in your agent.
This skill should be used when the user wants to "run an evaluation".