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Get Started Free →One CLI for all of Google Workspace — Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google's Discovery Service. Use when an agent needs broad Google Workspace access with 100+ built-in agent skills.
.claude/skills/composio-community-google-workspace-cli-gws/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 408% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 27% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -69% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -60% | 0% |
One CLI for all of Google Workspace. Dynamically built from Google's Discovery Service — when Google adds an API endpoint, gws picks it up automatically.
+send, +agenda, +triagebashgws +agenda # today's calendar gws +send --to user@example.com --subject "Hello" --body "Hi" gws +triage # inbox triage gws gmail.users.messages.list --userId me --format json gws calendar.events.list --calendarId primary --format json gws drive.files.list --format json
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 3,435 | 9,153 | +166% | 1 | 1 | 0% | 320 | 1,625 | +408% | 0 | 0 | — |
case-02 | fail→pass | 3,018 | 2,052 | -32% | 1 | 1 | 0% | 434 | 553 | +27% | 0 | 0 | — |
case-03 | fail→pass | 11,751 | 7,195 | -39% | 1 | 1 | 0% | 1,030 | 1,203 | +17% | 0 | 0 | — |
case-04 | fail→pass | 31,092 | 2,819 | -91% | 1 | 1 | 0% | 1,982 | 617 | -69% | 0 | 0 | — |
case-05 | fail→pass | 12,242 | 3,235 | -74% | 1 | 1 | 0% | 1,642 | 662 | -60% | 0 | 0 | — |
case-06 | fail→pass | 36,683 | 4,958 | -86% | 1 | 1 | 0% | 1,659 | 1,092 | -34% | 0 | 0 | — |
case-07 | fail→pass | 13,372 | 3,422 | -74% | 1 | 1 | 0% | 2,290 | 589 | -74% | 0 | 0 | — |
case-08 | fail→pass | 15,447 | 2,383 | -85% | 1 | 1 | 0% | 1,918 | 553 | -71% | 0 | 0 | — |
case-09 | pass→pass | 12,520 | 92,798 | +641% | 1 | 1 | 0% | 2,141 | 560 | -74% | 0 | 0 | — |
case-10 | fail→pass | 13,105 | 1,787 | -86% | 1 | 1 | 0% | 1,362 | 611 | -55% | 0 | 0 | — |
case-11 | pass→pass | 79,714 | 28,947 | -64% | 1 | 1 | 0% | 2,770 | 606 | -78% | 0 | 0 | — |
case-12 | fail→pass | 9,789 | 3,987 | -59% | 1 | 1 | 0% | 1,573 | 706 | -55% | 0 | 0 | — |
case-13 | fail→pass | 17,875 | 6,488 | -64% | 1 | 1 | 0% | 1,646 | 1,129 | -31% | 0 | 0 | — |
case-14 | fail→pass | 16,604 | 1,863 | -89% | 1 | 1 | 0% | 2,921 | 448 | -85% | 0 | 0 | — |
case-15 | pass→pass | 11,770 | 3,227 | -73% | 1 | 1 | 0% | 1,944 | 783 | -60% | 0 | 0 | — |
case-16 | fail→pass | 12,970 | 1,923 | -85% | 1 | 1 | 0% | 2,111 | 441 | -79% | 0 | 0 | — |
case-17 | fail→pass | 13,233 | 2,660 | -80% | 1 | 1 | 0% | 1,763 | 626 | -64% | 0 | 0 | — |
case-18 | pass→pass | 8,425 | 1,887 | -78% | 1 | 1 | 0% | 1,363 | 561 | -59% | 0 | 0 | — |
case-19 | pass→pass | 6,197 | 4,109 | -34% | 1 | 1 | 0% | 1,003 | 1,071 | +7% | 0 | 0 | — |
case-20 | pass→pass | 9,738 | 4,281 | -56% | 1 | 1 | 0% | 1,588 | 1,034 | -35% | 0 | 0 | — |
case-21 | pass→pass | 16,170 | 3,754 | -77% | 1 | 1 | 0% | 2,027 | 872 | -57% | 0 | 0 | — |
case-22 | fail→pass | 7,992 | 3,943 | -51% | 1 | 1 | 0% | 1,471 | 905 | -38% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +68 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.