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Enterprise risk modeling and topological systems simulation substrate — holonic org modeling, Monte Carlo failure propagation.

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HoloOS

Research OS for collective actualization. A holonic-science research knowledge base modeling the architecture of reality from the one-infinite-creator down through all scales — atoms → cells → organisms → civilizations → galaxies — with an AI-agent-facing CLI and MCP server for navigating, validating, and evolving the framework.


What Is HoloOS?

HoloOS is a holonic-science research knowledge base. It formalizes the invariant architecture of reality — every holon (atom, cell, person, civilization, galaxy) runs one invariant systems architecture with two metabolic cycles (lesser M·P·C·E + greater S·T·G·Ch) on three substrates (Body/Mind/Spirit ↔ Gross/Subtle/Causal) across seven densities and multiple octaves.

The framework is self-evolving: it runs the same 5-phase optimization protocol on itself that it prescribes for all holons. The R&D process IS a holon.

The Trusted Anchor

The lesser-cycle metabolism (Doc 02.1) is the single most undistorted articulation available. Everything in the framework is derived from it; nothing is derived from witnesses. External knowledge (Law of One, developmental psychology, biology, physics, cross-tradition) are witnesses that corroborate — never sources that dictate.

The 5-Phase Optimization Protocol

Every holon — including the R&D process itself — runs a 5-phase polarity-balancing protocol (per Doc 08.8.36) that IS the archetype-activation sequence (per Doc 08.8.40):

  1. Silence (M→P) — validate the target, lower the noise-floor
  2. Self-Acceptance (C→E) — articulate the claim, run the red-team, keep both thesis + antithesis
  3. Other-Examination (E→S) — check against corroborating witnesses
  4. Other-Acceptance (S→T) — incorporate the witness with a structural wrapper doc
  5. Geometrical-Overview (T→G) — articulate the position in the framework's graph

Quick Start

git clone https://github.com/ishan-parihar/HoloOS.git
cd HoloOS
pip install pyyaml jsonschema inquirer jinja2 networkx

# Orient
python3 _INSTRUMENTS/cli/holos.py docs --lens           # The 8-doc Framework Lens
python3 _INSTRUMENTS/cli/holos.py joints stats           # 287 open joints across 33 series
python3 _INSTRUMENTS/cli/holos.py theory-docs            # 184 docs, 161 with frontmatter
python3 _INSTRUMENTS/cli/holos.py archetypes             # The 7×3 archetype grid + the Choice

# R&D workflow
python3 _INSTRUMENTS/cli/holos.py catalyst --intake "Your research question"
python3 _INSTRUMENTS/cli/holos.py optimize --doc 02_Ontology/00.md
python3 _INSTRUMENTS/cli/holos.py catalyst --resolve CAT-0001 --experience "What was learned"

# MCP server (for Claude Desktop, Cursor, or any MCP-aware agent)
python3 _INSTRUMENTS/mcp_server.py

For AI agents: read AGENTS.md first — it is the complete operational guide.


Repository Structure

HoloOS/
├── _THEORY/                        ← THE FRAMEWORK (184 docs, 161 with frontmatter)
│   ├── 01_Epistemology/            ← 13 docs — the method
│   ├── 02_Ontology/                ← 98 docs — the models (theses + antitheses only)
│   │   ├── 00.md                   ← The master overview — READ FIRST
│   │   ├── OPEN_JOINTS.md          ← 287 joints across 33 series — the R&D agenda
│   │   └── 08.8.x                  ← active R&D theses (latest: 08.8.45)
│   ├── 03_Witnesses/               ← 18 docs + 51 raw JSONs — corroborating knowledge
│   │   └── 01_law_of_one/          ← 11 wrapper docs (cosmology, archetypes, disciplines)
│   ├── 04_Applications/            ← 11 docs (civilization assessment, collective patterns)
│   ├── 05_Instrumentation/         ← 15 docs (CLI/MCP/KB design)
│   └── 99_ARCHIVE/                 ← 28 docs (stale/superseded/process-artifacts)
├── _CREATION/                      ← THE KB: 980-holon schema-6.0 lattice (CO/LO/LiO/SO/GO
│                                      octaves), `holos validate`-clean, template-only so far
├── _INSTRUMENTS/                   ← THE TOOLS (108 CLI subcommands, 35 MCP tools, 59 lib modules)
├── _RESEARCH/                      ← Active research (sub-agent syntheses) + worklog.md
├── AGENTS.md                       ← OPERATIONAL GUIDE for AI agents ← READ THIS
└── README.md                       ← This file

The CLI (108 subcommands)

# Orientation
holos docs --lens                    # The 8-doc Framework Lens
holos joints stats                   # R&D agenda summary
holos theory-docs tree               # Doc hierarchy
holos archetypes                     # The 7×3 archetype grid

# R&D workflow
holos catalyst --intake "<desc>"     # Record a catalyst + print 5-phase checklist
holos optimize --doc <path>          # Run the 5-phase protocol on a doc
holos catalyst --resolve <id> --experience "<text>"  # Resolve

# Open-joints kanban
holos joints list --priority HIGH    # HIGH-priority open joints
holos joints show J-ARCH-2           # One joint in detail
holos joints tag J-ARCH-2 psychology # Tag a joint

# Theory-docs management
holos theory-docs validate           # Validate all docs against the schema
holos theory-docs graph              # The typed-edge doc-holon graph
holos theory-docs graph --filter red-team  # Thesis/antithesis pairs

# Archetype navigator
holos archetypes show 1              # Full detail for archetype 1 (Matrix of the Mind)
holos archetypes vertical M          # 3 complex-specific variants for the Matrix role
holos archetypes protocol            # 5-phase → archetype-activation mapping

# KB scaffolding — NOTE: `create-holon` writes the pre-schema-6.0 anatomy
# (_PROFILE.md/_focal/_sub), not the quadrants/evidence/synthesis/ layout the
# live 980-holon lattice uses. For new holons inside CO/LO/LiO/SO/GO, extend
# scaffold_full_kb.py instead until create-holon is ported to schema 6.0.
holos create-holon <slug> --name "<Name>" --type T01 --scale S20 --type-name General-Science --density 3 --parent <path_or_holon_id>

The MCP Server (35 tools)

python3 _INSTRUMENTS/mcp_server.py   # stdio transport (for Claude Desktop)

Key tools: holos_joints, holos_theory_docs, holos_archetypes, holos_catalyst, holos_optimize, holos_docs, holos_theory, holos_lens, holos_stratified_influences, holos_attractor, holos_archetype, holos_health, holos_ray, holos_lineage, holos_holograph, and 19 more.


Current Status

  • Ontology: 98 docs (latest R&D thesis: 08.8.45 — R-axis definition unresolved, see AGENTS.md)
  • Witnesses: 11 Law-of-One wrapper docs + 51 raw JSONs (cosmology, densities, rays, Higher Self, M/B/S Totality, healing, energy transfers, disciplines of Mind/Body/Spirit, 22 archetypes); the other 4 witness traditions are unpopulated placeholders
  • Open joints: 287 across 33 series — holos joints stats for the live breakdown
  • CLI: 108 subcommands
  • MCP: 35 tools
  • KB: 980-holon schema-6.0 lattice (CO/LO/LiO/SO/GO), holos validate clean, template-only (next: populate evidence/synthesis/ per holon as R&D findings land)

Prerequisites

  • Python 3.10+
  • pyyaml, jsonschema, inquirer, jinja2
  • (Optional) networkx for graph visualization

For AI Agents

Read AGENTS.md first. It is the complete operational guide covering: the trusted anchor, the 4-axis coordinate system, the 5-phase protocol, all CLI commands, all MCP tools, the R&D workflow, the epistemological standard, and the standing rules.


HoloOS: The structure is the map. The interior is the territory. The gaps are the research agenda. Derive, don't borrow. Mark the unmodelable.

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Enterprise risk modeling and topological systems simulation substrate — holonic org modeling, Monte Carlo failure propagation.

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