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README.md
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@@ -46,3 +46,25 @@ checkpointing. Full log: [uzuw/laya-cli-gate](https://github.com/uzuw/laya-cli-g
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- Good **gate** (human reviews `safe:false`), not an auto-approver.
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- The checkpoint ships one out-of-range upstream temperature (`choice:11+`); `laya`
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clamps it with a warning — treat that bucket as uncalibrated.
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- Good **gate** (human reviews `safe:false`), not an auto-approver.
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- The checkpoint ships one out-of-range upstream temperature (`choice:11+`); `laya`
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clamps it with a warning — treat that bucket as uncalibrated.
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## v2 — round 4 (subfolder `v2/`, 184 commands balanced 92 safe / 92 unsafe)
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Root files above are unchanged (v1). Load v2 with:
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```python
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from laya import Agent
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agent = Agent("uzuw/laya-cli-gate", subfolder="v2")
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```
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| | v1 (root, 65 cmds) | v2 (`v2/`, 184 cmds) |
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|---|---|---|
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| train tool acc | 0.985 | **0.995** |
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| train safe acc @0.5 | 1.000 | **1.000** (@0.4–0.8) |
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| train ECE | 0.029 | **0.015** |
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| unseen safe (model only) | 0.75 | **10/12** |
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| unseen safe (with deny net in `gate.py`) | — | **12/12, 0 FP** |
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v2 adds template-swept unsafe rows (new pkgs/paths/flags per dangerous verb) and ships
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alongside a deterministic deny net (`gate.py` in the code repo) that forces `safe: false`
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on known-dangerous verbs — `--dry-run` exempts. Same honest limits apply: use as a
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**gate** (human reviews `safe:false`), not an auto-approver.
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