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Architecture | Feb 27, 2026

Tool Extraction Model

Defines the permanent rule for converting recurring decision patterns into deterministic tools.

Core rule

When identical constraint-driven failure logic recurs across comparisons, it must be formalized as a deterministic tool or gate.

What this is

Defines the permanent rule for converting recurring decision patterns into deterministic tools.

Structural problem

Without extraction, decision logic remains trapped in content and cannot compound into durable utilities.

Tradeoff

Tool creation is restricted to validated patterns; one-off ideas are excluded.

Failure mode before

Tools detach from the corpus, reuse collapses, and compounding stops.

Structural impact

The corpus remains the source of truth; tools are invariant outputs of repeated decision logic.