Research-Stack/6-Documentation/docs/LOCAL_SETUP_REFLOW.md

Local Setup Reflow

Source context: /home/allaun/Documents/DeleteMe/ChatGPT-Filling_in_Help.json
Purpose: turn the working conversation into a Phi-centered local cockpit for the Research Stack. Core upgrade: PHI_CENTER_REVAMP.md

This is an overlay, not a mass file move. The repo already has broad maps such as PROJECT_MAP.md and EQUATION_FOREST_INDEX.md; this file captures the newer working shape from the chat export and points to the local places that should be used first. The revamp promotes Phi from a topic cluster to the root organizing center.

Operating Shape

The setup should be read as six active layers:

Layer	Role	Local anchors
Phi center	Universal field, golden-ratio/phinary indexing, and traversal scheduling	docs/PHI_CENTER_REVAMP.md, docs/papers/EQUATION_00_PHI_UNIVERSAL.md, UniversalField.lean, PhiShellEncoding.lean, PhinaryNumberSystem.lean, MATH_MODEL_MAP_phinary.tsv
Foundation trunk	Base-load, compression, routing, and efficiency primitives under Phi	MATH_MODEL_MAP.tsv, MATH_MODELS_UNIVERSAL.json, EQUATION_FOREST_INDEX.md, docs/semantics/UNIFIED_LOAD_EQUATION_SPEC.md
Shell codec chassis	S3C/DIAT/PIST shell arithmetic and manifold bridge under Phi	docs/specs/PHI_S3C_PIST_BRIDGE_SPEC.md, 0-Core-Formalism/lean/Semantics/Semantics/S3C.lean, S3CGeometry.lean, PIST.lean, PISTMachine.lean, PistBridge.lean, docs/S3C_MANIFOLD_GEOMETRY.md
Phylogenetic graph	GraphML/equation descent, lineage, and tree-of-life interpretation under Phi	research_graph.graphml, docs/papers/EQUATION_PHYLOGENETIC_TREE.md, PROJECT_MAP.md
Manifold field	n-space/manifold view of the graph organism under Phi weighting	docs/specs/GCL_FIELD_EQUATIONS_SPEC.md, docs/specs/MS3C_NESTED_REDUCTION_GEAR_SPEC.md, 0-Core-Formalism/lean/Semantics/Semantics/ManifoldFlow.lean
Ingest/support shell	Text streams, databases, indexes, and search-friendly exports	data/ingestion/, data/ingested/, docs/semantics/notation_ingest_bundle.md, scripts/reflow/

Current Cockpit

Start here when resuming work:

1. Phi center first. Use Phi as the root comparison lens, while keeping Phi_field, phi_ratio, and Phi_scheduler distinct.
2. Base loads second. Stabilize Intrinsic_Load_LI, Extraneous_Load_LE, Total_Cognitive_Load, and their routing/homeostatic successors before using downstream geometry.
3. S3C is the active shell codec. Treat it as the bridge between arithmetic shell decomposition and manifold routing, with the open-shell versus closed-shell mass distinction kept explicit.
4. PIST is the witness/transport chassis. Use PIST and PistBridge.lean for typed state transport rather than scalar-only proof sketches.
5. GraphML is phylogenetic descent. Read research_graph.graphml as an organism map: root, trunk, branch, leaf, realization.
6. Manifold field is the next synthesis layer. Only move there after the base-load and shell-codec anchors are clean enough to keep the field from inheriting drift.

Canonical Work Queues

Tighten

These are the stability passes implied by the chat:

Queue	Goal	First files
Phi center	Promote [BEAUTIFUL_PROVISIONAL - corrected Phi cost/efficiency - requires Lean theorem verification evidence] and phinary indexing to root	docs/PHI_CENTER_REVAMP.md, UniversalField.lean, MATH_MODEL_MAP_phinary.tsv
Base load substrate	Freeze primitives and collapse duplicate load meanings	MATH_MODEL_MAP.tsv, MATH_MODELS_UNIVERSAL.json, docs/semantics/UNIFIED_LOAD_EQUATION_SPEC.md
Homeostatic control	Connect load to routing/control without drifting names	0-Core-Formalism/lean/Semantics/Semantics/CognitiveLoad.lean, CompressionControl.lean, EtaMoE.lean
Geometric throat	Formalize throat, open/closed shell mass, and reduction gear	docs/specs/PHI_S3C_PIST_BRIDGE_SPEC.md, S3C.lean, S3CGeometry.lean, docs/S3C_MANIFOLD_GEOMETRY.md, docs/specs/MS3C_NESTED_REDUCTION_GEAR_SPEC.md
Bridge chassis	Keep PIST/S3C/DIAT transport typed and auditable	PIST.lean, PISTMachine.lean, PistBridge.lean, HybridTSMPISTTorus.lean

Expand

These are downstream expansion areas:

Queue	Goal	First files
Phylogenetic graph descent	Classify nodes by lineage role and descent family	research_graph.graphml, docs/papers/EQUATION_PHYLOGENETIC_TREE.md
Manifold field snapshot	Measure current graph field and identify high-value frontiers	docs/specs/GCL_FIELD_EQUATIONS_SPEC.md, ManifoldFlow.lean, GCLFieldEquationsMetaprobe.lean
Proof chassis replacement	Rebuild scalar proof attempts in PIST/DIAT/S3C space	PISTMachine.lean, BracketedCalculus.lean, BracketShellCount.lean, S3C.lean

Generated Index

Run:

python3 scripts/reflow/generate_local_setup_reflow.py

This writes:

• data/reflow/local_setup_reflow.tsv
• data/reflow/local_setup_reflow.json
• data/reflow/phi_center_manifest.json
• data/reflow/phi_s3c_pist_bridge_targets.tsv
• data/reflow/phi_s3c_pist_bridge_targets.json

The generated files are deliberately lightweight: they classify existing files into the cockpit categories above without moving or rewriting the underlying repo.

Rule Of Thumb

When a future task feels scattered, route it through this order:

phi center -> base loads -> shell codec -> witness bridge -> graph descent -> manifold field -> support export

That order matches the conversation's method: stabilize low-level load and shell definitions under Phi, then let the graph/manifold machinery inherit a cleaner substrate.