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Implement Stage 14 diagnostics commands - #15

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aarambh-darshan merged 1 commit into
mainfrom
stage-14-inspect-neurons-trace
Jul 3, 2026
Merged

Implement Stage 14 diagnostics commands#15
aarambh-darshan merged 1 commit into
mainfrom
stage-14-inspect-neurons-trace

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Summary

  • add manas-learn diagnostics models for brain summaries, neuron rows, filters, and query traces
  • expose .manas header metadata without changing the version 2 binary format
  • expand manas inspect with Brain, Network, Learning, Freshness, Sources, and Layers sections
  • add manas neurons with --protection and --source filters
  • add manas trace [--limit N] with query variants, selected neuron, top hidden activations, top output values, and final neural-weight answer
  • update README, roadmap, changelog, and architecture docs to mark Stage 14 complete and Stage 15 next

Verification

  • ./demo.sh
  • cargo fmt --all -- --check
  • cargo test --workspace
  • cargo clippy --workspace --all-targets -- -D warnings
  • cargo build --workspace --release

Demo Result

  • Stage 13 demo still answers all five questions from neural weights
  • brain.manas remains 82716 bytes, below the 500KB gate
  • expanded inspect output reports Brain, Network, Learning, Freshness, Sources, and Layers sections

@aarambh-darshan
aarambh-darshan merged commit faaca7d into main Jul 3, 2026
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