feat: add freebsd-cost-optimization skill (Sam & Claude)
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skills/freebsd/freebsd-cost-optimization.md
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skills/freebsd/freebsd-cost-optimization.md
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---
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name: freebsd-cost-optimization
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description: How to use Colibri's fast/smart/max cost modes to minimize DeepSeek API spending on FreeBSD deployments
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---
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# FreeBSD Cost Optimization
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## Cost modes
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Colibri supports three cost modes that control context window usage:
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- **fast** — tighter context budget, compaction triggers earlier. Use for
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high-volume, low-importance tasks (log scanning, status checks).
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- **smart** (default) — balanced budget. Most agent sessions should run here.
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- **max** — preserves full context, compaction only when absolutely necessary.
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Use for complex multi-step tasks where losing history would cause rework.
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## When to escalate
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The daemon auto-escalates fast→smart→max when compaction alone cannot keep the
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session within budget. This is intent, not a policy engine — the thresholds are
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fixed in `colibri-daemon/src/cost.rs`:
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- fast: budget 4K tokens, compact at 80%
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- smart: budget 16K tokens, compact at 75%
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- max: budget 64K tokens, compact at 90%
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## Operator tips
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- Set `COLIBRI_COST_MODE=fast` in `/etc/rc.conf` for disposable worker agents.
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- Use `colibri set-cost-mode smart` via the CLI for interactive sessions.
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- Monitor cache-hit rate via `colibri status` — if it drops below 50%,
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consider escalating to the next mode.
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- On FreeBSD live USB, the default is `smart` to balance cost and capability.
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