All Documents
3,528 documents available
GroqDictate — Product Behavior Specification
Defines behavior, UX principles, and acceptance criteria for a macOS menu bar dictation tool using Groq's API.
CODEX.md
Defines the judge role in a builder/judge protocol, with a structured workflow for reviewing task outputs and managing round archives.
SpecOps Frequently Asked Questions
Answers 30 common questions about the SpecOps methodology for modernizing legacy government systems with AI-generated, human-verified specifications.
CLAUDE.md
Guides Claude Code when working with a SwiftUI app that uses Apple's Foundation Models framework for on-device AI.
Specification
Specifies the purpose, input/output formats, algorithms, and limitations of a tool that converts Excalidraw JSON to PlantUML diagrams.
Knowledge Context Protocol (KCP) Specification
Defines a YAML file format for structured knowledge manifests that AI agents can navigate without loading everything at once.
System Design Learning Journey
Maps a 20-week curriculum from monolithic to distributed systems, with 10 phases, mini projects, and a capstone.
PROMPT
Guides an adaptive interview to assess development across four life quadrants, identify Metatype and Lifestyle Archetype, and prescribe transformation strategies.
AI Constitution for PageSeeds CLI
Defines rules, architecture, and two-agent workflow for AI contributors to the PageSeeds CLI automation toolkit.
Product Definition/Requirements Document (PDR)
Defines a framework-agnostic headless component library with three-layer architecture, state management, and framework adapters for React, Vue, Svelte, Solid, Qwik, Angular, and Web Components.
SPEC.md - Specification
Documents the full specification for a Neovim plugin that tracks navigation history, code relationships, and bookmarks across projects.
SPEC.md — Magpie Language + Toolchain v0.1 (Authoritative Implementation Specification)
Defines the complete specification for the Magpie programming language and toolchain, optimized for LLM code generation and agent workflows.
Seasons & Stars Internal Development Context
Documents development guidelines, module architecture, API access patterns, and testing strategy for a FoundryVTT calendar module.
CLAUDE.md
Guides Claude Code on project structure, build commands, architecture, and coding conventions for a PaaS bootstrapper with mesh networking.
AGENTS.md - Codex-Synaptic Agent System Architecture
Documents a multi-agent architecture for Codex-Synaptic with 20+ worker, coordinator, and bridge agent types, plus consensus, mesh, and deployment details.
Project Requirements Document: Long Video Generation Pipeline
Breaks long video prompts into segments, generates keyframes and clips via local or remote models, then stitches them into a final video.
Tools
Evaluates remote-work tools across categories like messaging, video, whiteboards, and task management, with opinionated recommendations and comparisons.
Agents Documentation
Defines mandatory structure, headings, and validation rules for agent markdown files in a multi-agent repository.
Lineage: Irreversible State, Causal Memory, and Ontological Constraints in Software Systems
Defines six ontological primitives that enforce irreversible state transitions in software systems, with type system and runtime verification.
STEM Flashcard Generation
Generates atomic flashcards from STEM source material with three output modes: interactive React artifact, Anki TSV export, or direct Anki push via MCP.
Timing Considerations
Explains setup and hold time constraints for flip-flops in digital circuits, including clock skew effects.
Subset constraints in general graphs
Explains how to require a set of edges to appear together in at least one solution walk for directed graph models with cycles.
Token Constraints Implementation
Defines a token constraint system that counts tokens, truncates content, and streams responses to stay within an LLM's token limit.
-2 is the default value when no feasible has been found
Compares constrained EI with standard EI for Bayesian optimisation under a cost constraint, tracking feasible incumbent values across repeated trials.