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@azigler
azigler / SKILL.md
Created April 22, 2026 02:22
SSoT — String Seed of Thought. Mandatory protocol for diverse LLM generation that defeats distribution collapse. Based on Misaki & Akiba (2025), arxiv 2510.21150. Author: Andrew Zigler.
description String Seed of Thought -- mandatory protocol for diverse generation. Defeats LLM distribution collapse by forcing real randomness into every discretionary choice. NEVER narrate "committed choices" without running the seed-and-map arithmetic and recording the provenance block -- the provenance block is what makes it SSoT. Without it, you prior-collapsed and called it SSoT.

SSoT -- String Seed of Thought

Mandatory protocol for creative generation where the LLM would otherwise collapse to its modal response.

Source: Misaki & Akiba (2025), *String Seed of Thought: Prompting LLMs

@azigler
azigler / starfetcher.sh
Created July 10, 2023 20:03
Starfetcher ⭐️ fetch all GitHub stars for an organization
#!/bin/bash
# Starfetcher
# This script uses 'jq', a command-line JSON processor.
# Installation instructions:
# - On Ubuntu or other Debian-based systems: sudo apt-get install jq
# - On CentOS, Fedora, or RHEL: sudo yum install jq
# - On macOS: brew install jq
# - On Windows, you can download it from https://stedolan.github.io/jq/download/
@azigler
azigler / docker-compose.override.yml
Created March 16, 2023 21:45
An example configuration file for Sebastian Müller's ChatGPT/Mattermost bot
---
version: "3.7"
services:
chatbot:
container_name: chatgpt
image: yguy/chatgpt-mattermost-bot:latest
build: .
restart: unless-stopped
depends_on:
- mattermost