bcquality/custom/knowledge/architecture/mechanical-inspection-checks-must-be-scripted-not-agent-narrated.md

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Mechanical inspection checks must be scripted, not agent-narrated

Description

Edison's own design already establishes the pattern: mechanical detection is cheap and deterministic, agent judgment is reserved for genuine divergence that requires interpreting intent or context. Rømer's standards-inspection round does not yet follow its own portfolio's principle — several of its stations (file presence, version-string comparison, path checks) are purely mechanical, yet every station runs through a full agent persona narrating the check.

This has two costs, not one. The obvious cost is efficiency: agent-persona invocation is more expensive and slower than a deterministic script for a check that has exactly one correct answer. The less obvious cost is reliability: a mechanical check narrated by an LLM inherits the same non-deterministic surface as the judgment checks sitting next to it in the same pass — nothing structurally forces a hard comparison to actually run before the station is reported as passed.

Rule

Any inspection or review agent whose stations mix deterministic checks (exists / matches / equals) with judgment checks (interpret / assess / decide) must split them:

  1. Mechanical stations — implemented as a script, run outside the agent persona; the agent only reads and summarizes the script's output.
  2. Judgment stations — kept as agent reasoning, invoked only when the mechanical layer reports a divergence or when interpretation is genuinely required.

The split is designed once, at the station level, when the inspector is authored or revised — not re-decided per run.

What NOT to do

  • Do not narrate a mechanical check through an agent "for consistency of voice" — consistency of report format can be templated without paying for a full reasoning pass
  • Do not use this rule to strip judgment stations down to scripts — some of Rømer's stations (e.g. divergence framing for Ferencz) genuinely require interpretation and must stay agent-driven
  • Do not treat this as a one-time refactor with no upkeep — a newly added station must be classified mechanical-or-judgment before it ships, not added by default to the agent-narrated set

Signal to watch for

An inspection round where every station's description is phrasable as "check whether X equals/exists/matches Y" and none require reading intent from surrounding context, yet the round is still invoked as a single agent persona pass rather than a script with agent summary.

Message to developer

When authoring or revising an inspection-style agent, classify each station before writing its logic: if the answer is derivable by direct comparison, script it; if it requires judgment, keep it in the agent. Mixed rounds should show their scripted stations' raw output alongside the agent's judgment-station findings, not blend both into one narrated pass.