SSoT -- String Seed of Thought

Community

Force diverse outputs with verifiable randomness.

Authorazigler
Version1.0.0
Installs0

System Documentation

What problem does it solve?

SSoT prevents LLM “modal collapse” by turning each discretionary generation decision into one selected by runnably-derived randomness plus a reviewer-verifiable provenance trail.

Core Features & Use Cases

  • Real-seed generation: Requires a true entropy seed (e.g., via openssl rand) before any creative choice is made.
  • Seed-to-decision arithmetic: Maps non-overlapping hex slices to 0-indexed axis indices using explicit modulo calculations.
  • Mandatory provenance block: Enforces a structured, versionable record of seed, indices, resolved candidates, and any permitted overrides to catch “ceremonial SSoT.”
  • Use Case: When writing creative copy (openers, metaphors, structures, rhythms, POV distances, climax shapes), SSoT produces outcome diversity that a reviewer can re-run and validate.

Quick Start

Ask an AI to generate a draft using SSoT by first producing a real hex seed, enumerating the required candidate axes for your piece, then mapping the seed to axis indices with modulo arithmetic and writing the provenance block before the prose.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: SSoT -- String Seed of Thought
Download link: https://github.com/azigler/dotfiles/archive/main.zip#ssot-string-seed-of-thought

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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