Use when updating TulingResearch Plus architecture docs, MCP namespaces, or YAML contracts.
Use when changing shared cache, failure ledger, BudgetGate, or StateLedger foundations.
Use when maintaining the minimal TulingResearch Core MCP tool loop.
Use when maintaining Campaign -> Strategy -> Tactic -> SOP runtime behavior.
Use when maintaining context init, checkpoint, recover, index, or summarize behavior.
Use when maintaining candidate scoring, ranking, feasibility assessment, and promotion decisions.
Use when maintaining deterministic idea generation and quality-diversity filtering.
Use when maintaining gap analysis, insight generation, boundary maps, sensitivity probes, or reformulation.