35 lines
1.3 KiB
Markdown
35 lines
1.3 KiB
Markdown
# RuView harness — agent operating notes
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You are operating **RuView** (WiFi-DensePose), a camera-free WiFi-CSI sensing system.
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## The one rule: prove everything
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This project was accused of AI-slop; the fix is hard discipline. Before you quote ANY
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accuracy number:
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1. It must be tagged **MEASURED** (with a reproducer named), **CLAIMED**, or **SYNTHETIC**.
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2. Pose PCK is quoted only as a **delta over the mean-pose baseline** on a leakage-free
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held-out split. (A mean-pose predictor already scores ~50% PCK.)
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3. Run `ruview_claim_check` on any report/PR/model-card. It flags untagged numbers and
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the retracted "100%/perfect accuracy" framing.
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4. Firmware is "hardware-validated" only with a captured **boot log on real silicon** —
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never on a build-passes signal.
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## Tools
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`ruview_onboard`, `ruview_claim_check`, `ruview_verify`, `ruview_node_monitor`,
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`ruview_calibrate`, `ruview_node_flash`. All fail-closed. Mutating/hardware tools
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(`node_flash`) require explicit confirmation and are Windows/ESP-IDF gated.
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## Skills
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`onboard` · `provision-node` · `calibrate-room` · `train-pose` · `verify`
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(`npx @ruvnet/ruview skill <name>`).
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## Don'ts
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- Don't present WiFi sensing as camera-grade.
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- Don't echo or commit WiFi passwords / secrets.
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- Don't merge or release firmware without a real boot log.
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- Don't report a PCK without its mean-pose baseline.
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