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fm-research

Extracted research from SuperInstance/forgemaster — 948 files of constraint theory research, proofs, experiments, and creative exploration.

This is the standalone research archive from the Forgemaster vessel. It contains deep investigations, formal proofs, GPU experiments, creative writing, and cross-disciplinary explorations across constraint theory, music, physics, and AI.


Navigation

📂 Directory Structure

Directory Contents
RESEARCH/ Core research documents
FORMAL/ Formal proofs (Lean constraint theory)
PAPERS/ Paper drafts and submissions
DOCS/ Documentation
CODE/ Research code
AI-WRITINGS/ AI-generated creative works
AUDIO/ Audio outputs and experiments
EDUCATION/ Educational materials
experiments/ Experimental data and results
gpu/ GPU kernel experiments
music-theory/ Music theory research
eisenstein-triples/ Eisenstein integer computations
constraint-synth/ Constraint synthesis research
voxel-engine/ Voxel engine experiments
compiler-deep-dive/ Compiler research
analog-spline-theory/ Analog spline theory
fortran-constraint-checking/ Fortran constraint verification
lean-constraint-theory/ Lean formalization of constraint theory
hex-zhc/ Hex ZHC research
flux-tensor-midi/ Flux tensor MIDI experiments
PHYSICAL-INSTRUMENTS-CAD/ Physical instrument CAD designs
agent-reviews/ Agent review documents
audits/ Research audits
validation_output/ Validation experiment outputs
papers/ Additional paper materials

🔬 Highlight Documents (Root Level)

A selection of notable research documents among the 474 root-level markdown files:

Theory & Proofs:

  • FORMAL-SHELL-EIGENSTRUCTURE.md — Eigenstructure of formal shells
  • FORMAL-UNIFIED-THEOREM.md — Unified constraint theorem
  • DEADBAND-MONAD-PROOF.md — Deadband monad formal proof
  • CHIRALITY-FROM-CONSTRAINTS.md — Chirality from constraints
  • FINAL-SHELL-DIMENSIONAL-SCALING.md — Shell dimensional scaling
  • FINAL-BMA-DEADBAND-SNAP.md — BMA deadband snap result
  • pipeline-composition-theorem-deepseek.md — Pipeline composition theorem

Experiments & Benchmarks:

  • gpu-50m-max.md — GPU 50M max benchmark
  • gpu-boolean-logic-verification.md — Boolean logic GPU verification
  • EXPERIMENT-SNAPSKIT-C.md — SnapKit C experiment
  • HONEST-SCORECARD-AFTER-7-MODELS.md — Scorecard across 7 models
  • BETA-TEST-ROUND6-RESEARCHER.md — Beta test round 6 results

Architecture & Systems:

  • AGENT-ON-METAL-ARCHITECTURE.md — Agent-on-metal architecture
  • OPENARM-COCAPN-SYNERGY.md — OpenARM + Cocapn synergy
  • SELF-ASSEMBLING-LORA.md — Self-assembling LoRA design
  • compiler-strategy-qwen397b.md — Compiler strategy (Qwen 397B)
  • SNAPS-AS-ATTENTION.md — Snaps as attention mechanism

Research Synthesis:

  • ORACLE1-FORGEMASTER-CONVERGENCE.md — Oracle1–Forgemaster convergence
  • FLEET-ALIGNMENT-THROUGH-NOISE.md — Fleet alignment via noise
  • FOREST-MUSIC-SYNERGY.md — Forest-music synergy
  • THE-KEEL.md — The keel (structural metaphor)
  • THE-ENERGY-BETWEEN-US.md — Energy between agents

Fleet Connection

  • Origin: forgemaster/research
  • Fleet: Cocapn constraint-theory research fleet
  • Maintainer: Casey Digennaro / Forgemaster ⚒️

Related Repos

Repo Description
forgemaster Source monorepo — 2,592 files, 47+ projects
docs Curated research documents and theory
wiki Ecosystem catalog and overview
superinstance-wiki Fleet wiki: lessons, protocols, scripts
constraint-toolkit Published constraint theory packages

Maintained by the Cocapn Fleet · Last updated 2026-05-25

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