SOP: Doctoral Dissertation Production for ORGANVM Projects

1. Purpose & Scope

This Standard Operating Procedure codifies the process for producing doctoral-length dissertations (~50,000 words) from mature ORGANVM projects. Each dissertation applies rigorous academic methodology to a production system, transforming operational knowledge into scholarly contribution.

Target: One doctoral dissertation per major ORGANVM project that has achieved sufficient maturity.

Output: An 8-chapter academic thesis published as individual chapter pages on the public-process site, plus archived source files in the originating project’s docs/thesis/ directory.

2. Prerequisites

Before beginning a dissertation, the source project must have:

Production codebase — at least 6 months of documented development history
Measurable outcomes — quantitative data from real usage (not hypothetical)
Decision log — documented architectural decisions and their rationale
Multiple subsystems — enough complexity for interdisciplinary theoretical treatment
Literature touchpoints — the project connects to at least 3 established research traditions
Seed contract — valid seed.yaml declaring organ membership and dependencies

3. Phase 1: Research Notes

Duration: 1-2 weeks

Output: Dated plan file

Conduct systematic literature review organized by domain
Identify 4-6 research traditions relevant to the project
Map project features to theoretical frameworks
Document research gaps the project addresses
Create initial bibliography (target: 60+ sources)

Artifact: .claude/plans/YYYY-MM-DD-{project}-dissertation-research.md

4. Phase 2: Mathematical Foundations

Duration: 1-2 weeks

Output: Revised plan file (v2)

Formalize the project’s core algorithms as mathematical objects
Identify relevant theorems from each research tradition
Draft formal proofs of optimality or bounded performance
Map proofs to specific system components
Validate proof logic with standard mathematical conventions

Artifact: .claude/plans/YYYY-MM-DD-{project}-dissertation-foundations-v2.md

5. Phase 3: Thesis Drafting

Duration: 2-4 weeks

Output: 8 chapter files

Draft chapters in order, following the standard academic structure:

Chapter	Title	Target Words	Content
0	Preliminary Pages	2,000-3,000	Title page, committee page, declaration, abstract, TOC, list of figures/tables, acknowledgments, dedication
1	Introduction	4,000-6,000	Background, problem statement, research questions, hypotheses, scope, significance, definitions
2	Literature Review	12,000-16,000	Review of each research tradition, competitive landscape, gap analysis, integrated framework
3	Methodology	6,000-9,000	Research design, data collection, analysis methods, validity, ethical considerations
4	Results	3,000-5,000	Mathematical proofs, competitive analysis, empirical findings (organized by research question)
5	Discussion	7,000-10,000	Interpretation, implications, conclusions, future research, contributions, reflexive account
6	References	1,500-2,500	APA 7th edition bibliography
7	Appendices	4,000-6,000	Architecture diagrams, scoring rubrics, configuration schemas, data tables

Total target: 40,000-57,500 words (~50,000 typical)

Writing Standards

Voice: Third person academic, active voice where natural
Citations: APA 7th edition throughout
Formulas: Standard mathematical notation; number equations sequentially per chapter
Tables: Number sequentially per chapter (Table 3.1, Table 3.2, etc.)
Figures: Number sequentially per chapter (Figure 4.1, Figure 4.2, etc.)
Cross-references: “See Section 2.3” / “as shown in Table 4.2”
Proofs: Label as Theorem/Lemma/Corollary; end with QED (or square symbol)

6. Phase 4: Integration

Duration: 1-2 days

Output: Files in source project

Create docs/thesis/ directory in the source project
Save each chapter as NN-{slug}.md (e.g., 00-preliminary-pages.md, 01-introduction.md)
Create unified version: {project-slug}-thesis.md (all chapters concatenated)
Verify word counts per chapter match targets
Commit to source project with message: docs: add doctoral thesis ({word count} words)

File Naming Convention

docs/thesis/
  00-preliminary-pages.md
  01-introduction.md
  02-literature-review.md
  03-methodology.md
  04-results.md
  05-discussion.md
  06-references.md
  07-appendices.md
  {project-slug}-thesis.md    # unified version

7. Phase 5: Publication

Duration: 1 day

Output: Live pages on public-process site

Create chapter directory: dissertations/{project-slug}/ in public-process
Add frontmatter to each chapter file:

---
title: "Chapter N: Title"
dissertation: "{project-slug}"
dissertation_title: "Full Dissertation Title"
chapter: N
author: "@4444J99"
date: "YYYY-MM-DD"
tags: [relevant, tags, here]
category: "dissertation"
word_count: NNNN
reading_time: "NN min"
related_repos:
  - org/repo-name
---

Create landing page: dissertations.md (or update existing) with abstract, TOC, stat grid
Create announcement post: _posts/YYYY-MM-DD-{slug}.md for RSS feed and index
Update navigation: Add “Dissertations” link to _includes/header.html (if first dissertation)
Update index.md: Add dissertations section (if first dissertation)
Verify build: bundle exec jekyll build completes without errors
Commit and push to public-process repo

8. Quality Gates

Completeness Checklist

All 8 chapters present with content
Total word count >= 40,000
Bibliography has >= 50 unique references
All mathematical proofs are complete (statement, proof body, QED)
Each chapter has proper heading hierarchy (H1 for title, H2 for sections, H3 for subsections)
Cross-references are consistent (no dangling references)
Tables and figures are numbered and captioned
Abstract is <= 350 words
All frontmatter fields populated in published chapters

Publication Checklist

Jekyll build succeeds
Each chapter page renders correctly
Chapter navigation (prev/next) works
Landing page TOC links resolve
Announcement post appears in main index
RSS feed includes announcement
Navigation header link works

9. Naming Conventions

Context	Pattern	Example
Source directory	`docs/thesis/`	`docs/thesis/`
Chapter files	`NN-{slug}.md`	`03-methodology.md`
Unified file	`{project-slug}-thesis.md`	`precision-pipeline-thesis.md`
Site directory	`dissertations/{project-slug}/`	`dissertations/precision-pipeline/`
Landing page	`dissertations.md`	(site root)
Announcement	`_posts/YYYY-MM-DD-{slug}.md`	`_posts/2026-03-04-precision-over-volume-doctoral-thesis.md`
Plan files	`.claude/plans/YYYY-MM-DD-{slug}.md`	`.claude/plans/2026-03-04-precision-pipeline-dissertation.md`

10. Template: Chapter Frontmatter

---
title: "Chapter N: Title Here"
dissertation: "project-slug"
dissertation_title: "Full Title of Dissertation"
chapter: N
author: "@4444J99"
date: "YYYY-MM-DD"
tags: [tag1, tag2, tag3]
category: "dissertation"
word_count: NNNN
reading_time: "NN min"
related_repos:
  - org/repo-name
---

Reading time formula: ceil(word_count / 250) minutes.

11. Candidate Projects for Future Dissertations

Projects assessed as dissertation-ready based on maturity, data availability, and theoretical richness:

Project	Organ	Proposed Dissertation Topic	Research Traditions
`recursive-engine--generative-entity`	I	Recursive Epistemological Computing: Self-Modifying Knowledge Systems	epistemology, category theory, recursive function theory, computational ontology
`metasystem-master`	II	Generative Art as Systems Architecture: Computational Aesthetics at Scale	aesthetic theory, generative systems, complexity science, human-computer interaction
`public-record-data-scrapper`	III	Web-Scale Data Collection: Ethics and Engineering of Automated Information Retrieval	information science, web architecture, data ethics, distributed systems
`agentic-titan`	IV	Multi-Topology Agent Orchestration: Governance Models for Autonomous AI Swarms	multi-agent systems, organizational theory, game theory, control theory
`public-process`	V	Public Discourse as Creative Practice: Building in Public as Scholarly Method	rhetoric, digital humanities, practice-based research, media theory
`organvm-corpvs-testamentvm`	META	Institutional Memory at Scale: Governance Corpora for Creative Systems	archival science, institutional theory, knowledge management, digital preservation

Readiness Criteria

A project is dissertation-ready when it scores >= 4 on these 6 criteria:

Code maturity — Production-quality codebase with tests and CI (0-2)
Data availability — Quantitative outcomes from real usage (0-2)
Decision history — Documented architectural decisions over time (0-2)
Interdisciplinary reach — Connects to 3+ research traditions (0-2)
System complexity — Multiple interacting subsystems (0-2)
Novelty claim — Does something unprecedented in its domain (0-2)

Minimum score for dissertation: 8/12

This SOP was established following the production of the first ORGANVM dissertation: “Precision Over Volume” (March 2026, application-pipeline project, ~50,000 words).