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Build Telegram bots for construction field workers. Real-time reporting, photo uploads, task assignments, progress tracking. Integrate with n8n for automated workflows.
Passed 17 of 24 test cases with the skill, and 14 of 24 without it.
and 2 more in the full report
5 fixed13 passed either way5 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
In an n8n workflow for routing Telegram field reports, what four route rules should the Switch node configure to handle incoming worker content types?
| Checked | Without skill | With skill |
|---|---|---|
| Configures Switch node rules for photo, text, location, and command. | Missed | Passed |
The instructions your model reads when the skill loads.
Field workers need simple tools. Telegram bots provide instant communication, photo sharing, and task management without training or app downloads.
"Telegram for field ops: Real-time task assignment and status updates" — DDC Community
| Feature | Benefit |
|---|---|
| No training | Workers already use Telegram |
| Works offline | Messages sync when connected |
| Photos/videos | Easy visual documentation |
| Groups | Team coordination |
| Bots | Automated workflows |
| Free | No per-user licensing |
┌─────────────────────────────────────────────────────────────────┐
│ TELEGRAM FIELD BOT │
├─────────────────────────────────────────────────────────────────┤
│ │
│ Field Worker Bot n8n │
│ ──────────── ─── ─── │
│ │
│ 📱 Send photo ───▶ 🤖 Receive ───▶ ⚙️ Process │
│ 📝 Text report 📋 Parse 📊 Store │
│ 📍 Location 🏷️ Classify 📧 Notify │
│ ✅ Confirm 📈 Dashboard │
│ │
└─────────────────────────────────────────────────────────────────┘
test cases passed, vs 14 / 24 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.