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Real use cases
These are workflows I actually run with Hermes Agent in complete offline mode (Ollama + open-weight model on my laptop). Copy, adapt, and iterate.
Use case index
| Use case | What it does | Offline? |
|---|---|---|
| File assistant | Organize, search, and edit local files | Yes |
| Private research & notes | Summarize local docs, build notes | Yes |
| Code & dev helper | Refactor, debug, scaffold offline | Yes |
| Daily briefing via Telegram | Scheduled local scan + mobile delivery | Hybrid |
| Repeatable workflow | Turn one-offs into skills | Yes |
What makes these "real"
Each use case includes:
- The problem I actually had.
- The exact prompt I use.
- What Hermes does (tools involved).
- What I learned (including failures).
Before you start
Make sure offline setup is complete and tool calling works. Every use case below assumes:
- Ollama running with 64k context.
- Tool-capable model (e.g.
qwen3.5-64k). approvals.mode: manualfor shell commands.
Pick one use case, run it end to end, then move to the next.