X 线索：轻量模型 + Telegram 接入可作为低配设备起步方案

• Low-resource host baseline is known (CPU/RAM/storage).
• Telegram bot token and OpenClaw gateway pairing are available.

1. Start with a lightweight model profile to reduce memory pressure and cold-start time.
2. Enable Telegram channel as primary interface for control and alerts.
3. Add workload guardrails: cap concurrent tasks and summarize long outputs.
4. Iteratively upgrade model quality only after stable runtime metrics.

• Smaller models may require stricter prompts to avoid quality drift.
• Exact model memory footprint depends on provider/runtime build（需验证）.

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