TuringResearch_plus

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.

Use when maintaining experiment design, constraints, scenarios, implementation plans, or result schemas.

Use when maintaining hypothesis generation, falsifiability, FINER checks, or hypothesis portfolios.

Use when maintaining depth-gated literature survey workflows.

Use when converting vague research intent into North Star research briefs and direction candidates.

Use when maintaining Semantic Graph paper, citation, recommendation, and author-network tools.

Use when maintaining red-team checks, debates, premortems, counterfactuals, or failure-mode analysis.

Use when maintaining TaskProfile, prompt rendering, dry-run SubtaskRunner, or subtask quality gates.

Use when maintaining the markdown vault, BM25-like index, graph edges, lint, or artifact ingestion.

Use when coordinating TulingResearch Plus lane work across contracts, models, tests, and ledgers.

Use when defining TulingResearch Plus article block and document flow boundaries.

Use when defining TulingResearch Plus paper figure and asset pipeline boundaries.

Use when generating TulingResearch Plus SOP graph skeletons or Mermaid workflow diagrams.

Use when defining TulingResearch Plus paper writing and draft workflow boundaries.

Use when maintaining local PDF inspection, conversion, cache lookup, or Markdown content tools.

Use when validating TulingResearch Plus tests, linting, typing, packaging, or release readiness.

Use when mapping TulingResearch Plus Race Mode findings into architecture boxes.

Use when creating or validating P0/P1 Feature Capsule skeletons.

Use when maintaining noisy text to IdeaCard extraction under Source Hygiene rules.

Use when maintaining P0/P1/P2/P3 priority scoring and feature-capsule recommendations.

Use when maintaining public-source, license, NDA, private, or leak gates for Race Mode.

Use when tracking public upstream changes relevant to TulingResearch Plus Race Mode.

Use when mapping public Yogsoth AI reference patterns into TulingResearch Plus module plans.