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Research-Stack/0-Core-Formalism
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Brandon Schneider bdc98e2a0e feat(lean): port pist_trace_classify motif scoring to Semantics.PIST.Motif 
Ports the motif scoring surface from pist_trace_classify_mcp.py (lines 136–149)
into a provable Lean module:

  score = frequency / max(library_size, 1) + (0.3 if tactic_family matches)

New module: Semantics.PIST.Motif (201 lines)
  §1  familyMatchBonus constant (ofRatio 3 10 = 19660 raw)
  §2  MotifInputs, baseScore, motifScore
  §3  MotifCandidate record, mkCandidate constructor
  §4  rankMotifs / topKMotifs (mergeSort desc, motifId tie-break)
  §5  8 executable #eval witnesses with -- expect: annotations
  §6  6 proved invariants:
      motifScore_bonus_pos (decide)
      motifScore_match_ge_base_witness (decide, concrete)
      motifScore_zero_freq_base (simp)
      motifScore_zero_freq_no_match (simp)
      motifScore_zero_freq_match_witness (decide, concrete)
      rankMotifs_match_beats_no_match (native_decide — mergeSort sort witness)

Full workspace build: 3570 jobs, 0 errors.

pist_trace_classify_mcp.py PARTIAL BOUNDARY updated: motif score + rank order
now explicitly point to Semantics.PIST.Motif as authoritative.

Generated with [Devin](https://cli.devin.ai/docs)

Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-05-26 23:45:07 -05:00
..
core Remove legacy Python prototypes superseded by Lean formalization 2026-05-19 15:34:17 +00:00
lean feat(lean): port pist_trace_classify motif scoring to Semantics.PIST.Motif 2026-05-26 23:45:07 -05:00
otom Add Phys.org May 2026 source intake for bees, biocoatings, THz, and diamond membranes 2026-05-23 19:27:37 -05:00
receipts docs: add bio optical witness living light equations 2026-05-09 20:53:51 -05:00
rust/ftdi_gimbal initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00
README.md initial: sovereign research stack (consolidated, weightless, and lfs-optimized) 2026-05-04 18:11:36 -05:00

README.md

0-Core-Formalism

Purpose: Formal foundations for the entire Research Stack — Lean modules, bind primitive, Triumvirate consensus, core source.

No external dependencies. All other layers depend on this.

Contents (Target)

Source Destination
0-Core-Formalism/lean/Semantics/ 0-Core-Formalism/lean/Semantics/
core/ 0-Core-Formalism/core/

Concepts

  • bind — State → (State → Action) → State
  • TriumvirateClock — ternary consensus (ADD/PAUSE/SUBTRACT)
  • Builder/Judge/Warden — roles mapped to hardware registers
  • OTOM — Ordered Transformation & Orchestration Model

Build

cd "0-Core-Formalism"
lake build