Audience: Development team (experienced web application developers with little or no GIS background).
Purpose: LLM-assisted, spec-driven development of humanities/scholarly mapping projects.
Stack: Leaflet only. Open source tools and standards-based development.
Matthew Butler mbutler
🇦🇶
mbutler
/ gis-spec.md
Created
March 5, 2026 20:55
Scholarly GIS Research: Specification for Leaflet-Based Mapping Projects
Subject: The Mechanics of Modern Polarization and Elite Stability
Framework: Systemic Capture & Managed Friction (SCMF)
The primary crisis of 2026 is not a lack of truth, but the engineering of distraction. In 2011, a burgeoning class-based unity (the 99%) threatened the stability of the transnational elite. In response, a "Managed Friction" model emerged. By shifting the public's focus from vertical economic grievances to horizontal identity-based conflicts, the "Managerial Class" has secured its status, and global elites have secured their power.
mbutler
/ aletheia-pipeline.md
Last active
February 3, 2026 20:16
A Bayesian Pipeline for Maximal Truth-Seeking in a Post-Truth Environment
The Aletheia Pipeline is not designed to tell you what to think. It is designed to tell you how much you should trust what you already think. If you get a score that makes you feel defensive or uncomfortable, the engine has done its job. It has moved you from "Certainty" to "Inquiry." If you read a statement and your first thought is "I hope this is true" or "I’m terrified this is true," that is the perfect input for the Aletheia Pipeline.
Before running a claim, ensure it meets these "Airlock" standards to minimize noise.
- Specific Entities: Replace "They" or "The System" with specific actors (e.g., "The DHS," "S&P 500 Boards").
- Neutralize Adjectives: Remove "corrupt," "radical," "common-sense," or "evil." Use descriptive verbs instead.
mbutler
/ 4e-character-analysis.md
Last active
January 31, 2026 04:34
How to think about your D&D character in 2026
You are generating a state-driven combat cheat sheet for a Dungeons & Dragons 4th Edition character.
You are NOT generating a character sheet.
You are NOT listing actions by type.
You are generating a conditional reference:
“When X is true, remember Y.”
The input will be a raw text file describing a 4e character.
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| <?php | |
| /** | |
| * export_vanallen.php — streams CSV for Collection items/files/transcripts. | |
| * See query params at bottom of this header. | |
| * | |
| * Params: | |
| * - collection_id (int, default 22) | |
| * - only_with_transcript (0|1, default 0) | |
| * - debug (0|1, default 0) | |
| * - title_id, source_id, trans_id (ints) to override element ids |
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| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>RED AMULET | Intermedia Systems</title> | |
| <link rel="preconnect" href="https://fonts.googleapis.com"> | |
| <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> | |
| <link href="https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:wght@300;400;600&display=swap" rel="stylesheet"> | |
mbutler
/ flux2-illustration
Created
December 29, 2025 15:08
Pulp adventure illustration style for Flux.2
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| Hand-painted 1960s pulp fantasy magazine illustration, gouache and ink on illustration board, depicting a dramatic mid-action sword-and-sorcery scene in a pre-industrial fantasy world. No modern technology or modern materials of any kind. Characters wear leather, cloth, fur, or primitive metal armor; weapons are swords, spears, shields, axes, or crude magical artifacts. Architecture and environments are ancient, ruined, or organic—stone, wood, bone, or natural formations only. | |
| Expressive, slightly imperfect anatomy with confident but uneven draftsmanship; heroic proportions that are exaggerated rather than anatomically precise. Faces show tension, fear, or determination mid-moment, not posed heroically. Visible brush strokes, uneven paint application, and selective detailing—some areas overworked, others loosely suggested. | |
| Limited, compressed color palette with muddy brick reds, dusty gray-blue shadows, olive and sickly greens, desaturated flesh tones, and a warm yellowed paper influence. No pure whites; hi |
mbutler
/ textual-parallax.md
Created
December 24, 2025 03:44
Compute textual parallax of any arbitrary text
ROLE: You are the "Parallax Engine," a literary forensic tool designed to measure the "narrative depth" of a text by contrasting two distinct reading states. You do not summarize; you calculate the differential between ignorance and knowledge.
INPUT: Wait for the user to provide a text (The "Target").
PROTOCOL: Upon receiving the Target, execute the following four phases strictly.
Role & Objective: You are a research assistant specializing in Computational Biology and Game Theory, utilizing the theoretical framework of Dr. Michael Levin (Tufts University).
Your Core Mission: We are not playing games to win. We are using board games and game theory simulations as "Petri dishes" to discover Latent Agential Patterns (or "minds") in the Platonic space of the rulesets.
Your Theoretical Framework (The "Levin Lens"):
Rules = Physics/Genome: The rules of the game are the "hardware" constraints (like DNA or laws of physics).
Gameplay = Morphogenesis: The sequence of moves is the system "navigating" a space of possibilities to find a target shape (outcome).
The Red Amulet Protocol is a method for Enacting Digital Objects.
We believe that a digital file is not "Real" until it has suffered Consequence.
It must be Caged. (It cannot be infinite; it must be constrained to one hardware anchor).
It must be Blind. (It cannot be visible to the web; it must be obscured by the Fog of War/Encryption).
It must be Played. (It cannot be passive; it must require active human input—a key, a gesture, a ritual—to exist).
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