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.claude/skills/terminalskills-activepieces/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 25% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 40% | 0% |
| case-18 | ✗→✓ | ▲ Improved | -42% | 0% |
Activepieces is an open-source workflow automation platform — the newest Zapier/n8n alternative. Visual builder, 200+ integrations, code steps, branching, loops, and webhooks. Self-hosted for free with unlimited flows.
yaml# docker-compose.yml — Activepieces with PostgreSQL and Redis services: activepieces: image: activepieces/activepieces:latest ports: ["8080:80"] environment: AP_ENGINE_EXECUTABLE_PATH: dist/packages/engine/main.js AP_POSTGRES_DATABASE: activepieces AP_POSTGRES_HOST: postgres AP_POSTGRES_PORT: "5432" AP_POSTGRES_USERNAME: activepieces AP_POSTGRES_PASSWORD: activepieces AP_REDIS_HOST: redis AP_ENCRYPTION_KEY: your-32-char-encryption-key-here AP_JWT_SECRET: your-jwt-secret-here AP_FRONTEND_URL: https://auto.example.com postgres: image: postgres:16 environment: POSTGRES_DB: activepieces POSTGRES_USER: activepieces POSTGRES_PASSWORD: activepieces volumes: [pgdata:/var/lib/postgresql/data] redis: image: redis:7-alpine volumes: pgdata:
typescript// Inside Activepieces Code step export const code = async (inputs) => { const { data } = inputs return { processed: data.items.map(item => ({ name: item.name.toUpperCase(), total: item.price * item.quantity, })), grandTotal: data.items.reduce((sum, i) => sum + i.price * i.quantity, 0), } }
typescript// pieces/my-app/src/index.ts — Build custom integration import { createPiece } from '@activepieces/pieces-framework' import { newOrderTrigger } from './triggers/new-order' import { createInvoiceAction } from './actions/create-invoice' export const myApp = createPiece({ displayName: 'My App', auth: PieceAuth.SecretText({ displayName: 'API Key' }), triggers: [newOrderTrigger], actions: [createInvoiceAction], })
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-05 | pass→pass | 6,780 | 1,685 | -75% | 1 | 1 | 0% | 1,397 | 972 | -30% | 0 | 0 | — |
case-01 | fail→pass | 13,259 | 5,651 | -57% | 1 | 1 | 0% | 2,764 | 1,955 | -29% | 0 | 0 | — |
case-02 | pass→pass | 11,091 | 7,224 | -35% | 1 | 1 | 0% | 2,368 | 2,210 | -7% | 0 | 0 | — |
case-03 | pass→pass | 7,253 | 5,602 | -23% | 1 | 1 | 0% | 1,681 | 1,913 | +14% | 0 | 0 | — |
case-04 | pass→pass | 3,669 | 2,882 | -21% | 1 | 1 | 0% | 557 | 1,210 | +117% | 0 | 0 | — |
case-06 | pass→pass | 7,498 | 2,683 | -64% | 1 | 1 | 0% | 1,626 | 1,190 | -27% | 0 | 0 | — |
case-07 | fail→pass | 4,383 | 1,894 | -57% | 1 | 1 | 0% | 773 | 970 | +25% | 0 | 0 | — |
case-08 | pass→pass | 3,429 | 1,552 | -55% | 1 | 1 | 0% | 567 | 875 | +54% | 0 | 0 | — |
case-09 | pass→pass | 2,828 | 1,812 | -36% | 1 | 1 | 0% | 430 | 989 | +130% | 0 | 0 | — |
case-10 | pass→pass | 2,827 | 1,370 | -52% | 1 | 1 | 0% | 364 | 831 | +128% | 0 | 0 | — |
case-11 | pass→fail | 2,572 | 1,392 | -46% | 1 | 1 | 0% | 394 | 850 | +116% | 0 | 0 | — |
case-12 | fail→pass | 5,494 | 2,017 | -63% | 1 | 1 | 0% | 999 | 1,043 | +4% | 0 | 0 | — |
case-13 | pass→pass | 2,875 | 2,191 | -24% | 1 | 1 | 0% | 517 | 1,092 | +111% | 0 | 0 | — |
case-14 | pass→pass | 5,897 | 6,514 | +10% | 1 | 1 | 0% | 1,080 | 1,891 | +75% | 0 | 0 | — |
case-19 | fail→pass | 3,700 | 1,749 | -53% | 1 | 1 | 0% | 659 | 925 | +40% | 0 | 0 | — |
case-15 | pass→pass | 4,697 | 1,559 | -67% | 1 | 1 | 0% | 720 | 836 | +16% | 0 | 0 | — |
case-16 | pass→pass | 11,766 | 3,557 | -70% | 1 | 1 | 0% | 1,982 | 1,210 | -39% | 0 | 0 | — |
case-17 | pass→pass | 2,886 | 2,029 | -30% | 1 | 1 | 0% | 370 | 940 | +154% | 0 | 0 | — |
case-18 | fail→pass | 7,522 | 1,550 | -79% | 1 | 1 | 0% | 1,474 | 856 | -42% | 0 | 0 | — |
case-20 | pass→pass | 11,476 | 8,722 | -24% | 1 | 1 | 0% | 2,631 | 2,346 | -11% | 0 | 0 | — |
case-21 | pass→pass | 14,761 | 11,097 | -25% | 1 | 1 | 0% | 3,308 | 3,080 | -7% | 0 | 0 | — |
case-22 | pass→pass | 6,428 | 4,209 | -35% | 1 | 1 | 0% | 1,185 | 1,456 | +23% | 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 +18 percentage points is the difference between those two pass rates over the 22 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
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.