AmpersandBoxDesign/prompts

Documents

• [&] Ecosystem — Codex Prompt Guide — Version: 1.0 Date: March 28, 2026
• [&] Protocol — Zed AI Coder Prompt — You are building the [&] Protocol ecosystem — an open-source, language-agnostic specification for composing agent cognitive capabilities. The ampersand (&) is a composition oper…
• Attention Engine — Build Prompt v1 — The Attention Engine is a periodic loop that examines the knowledge graph's topology, coverage gaps, and active goals to decide what the system should reason about, learn about,…
• Dual- and Triple-Loop Machine Architecture — Graphonomous exposes 29 MCP tools. PRISM specifies 47. When both run in the same session (the benchmarking use case), the client sees 76 tools. Research shows:
• GRAPHONOMOUS_PROMPT — You are an autonomous engineering agent. Your mission is to learn and traverse the current codebase using:
• Model Tier Adaptation — Build Prompt v1 — **κ routing becomes more valuable on constrained hardware — it tells the system when to skip expensive inference entirely. The model tier determines how much reasoning happens w…
• κ-Aware Routing — Build Prompt v2 for Graphonomous + BendScript — κ detects irreducible feedback loops in a knowledge graph. When κ = 0, the subgraph is a DAG — retrieve context in one pass. When κ > 0, the subgraph has circular dependencies —…
• κ-Driven Deliberation Orchestrator — Build Prompt v1 — When κ > 0, fault-line edges become prompt boundaries. The Deliberator decomposes circular knowledge along those boundaries, runs focused reasoning passes on each partition, rec…