57 lines
2.4 KiB
TeX
57 lines
2.4 KiB
TeX
%% SCRAP: scratch/AI_AGENT_MANDATORY_README
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%% SOURCE: docs/working/scratch/AI_AGENT_MANDATORY_README.md
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%% STATUS: HISTORICAL
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%% FITS: none
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%% EDITORIAL: lifted — prose rewritten to press voice
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\section{AI Assistant Operational Protocol (Historical)}
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This document records the AI assistant rules that governed this repository
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during active development of the physics runtime. It is preserved as a
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historical record of the non-perturbative monitoring principle and the
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constraints it imposed on automated tooling.
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\subsection{Background}
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StarForth is not a conventional VM. Its seven feedback loops interact
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continuously: rolling truth windows, adaptive decay slopes, hot-word
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thermodynamics, prefetch heuristics, transition topology, entropy flows,
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tick-rate metabolism, and DoE scientific instrumentation. Ignorant changes
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to any one loop affect the others. The non-perturbative monitoring principle
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was established to prevent automated tools from corrupting experimental
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results.
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\subsection{Mandatory Scope}
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Any automated tool interacting with the physics runtime, hot-words cache,
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rolling window, inference engine, decay slope, DoE system, prefetch, tick
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interval, dictionary structure, feedback loops, metrics, transitions, or
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pressure model was required to have read and internalized
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\texttt{PHYSICS\_MONITORING\_PRINCIPLES.md} before generating any output.
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\subsection{Prohibited Actions}
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The following were explicitly forbidden for automated tools:
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\begin{itemize}
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\item Introducing nondeterminism
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\item Reordering dictionary buckets
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\item Adding allocations inside hot loops
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\item Altering feedback loop behavior or semantics
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\item Seeding values internally
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\item Replacing physics instrumentation with heuristics
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\item Creating new background threads
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\item Blending monitoring with execution
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\item Polluting DoE metrics
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\end{itemize}
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\subsection{Required Operational Protocol}
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Before generating code: confirm that non-perturbative monitoring rules are
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understood and that the change falls within the task boundaries of the
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current \texttt{TASK\_LIST.md}. During code generation: respect deterministic
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behavior; keep changes minimal and isolated; do not modify architecture; do
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not combine tasks. After generating code: output must compile with zero
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warnings; behavior must not change unless the task explicitly requires it;
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observability must remain non-intrusive.
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