// Audit consistency of repeated long-line oracle outputs and diagnose drift causes across routing, retrieval, and generation settings. Use when validating long-term ZiWei responses, regression testing, or before release quality gates.
Transform oracle guidance into concrete, calendar-ready tasks with suggested time windows, effort level, and practical notes. Use after ZiWei/MeiHua/Tarot outputs when users need execution plans.
Orchestrate DeepSeek Oracle multi-agent workflows by routing user intents to specialist oracle skills, enforcing safety gates, and composing one unified answer with follow-up questions and action items. Use when requests involve long-term ZiWei, short-term MeiHua, tarot, daily card, philosophy RAG, or mixed multi-domain queries.
Compose daily oracle cards from profile, date context, and recent conversation themes using a fixed stable format. Use for daily home feed generation, ritual cards, and lightweight recurring guidance.
Produce short-term MeiHua YiShu analysis for concrete near-term events, including reframed question, tendency, key variables, do/donot guidance, and contingency actions. Use for today/this-week event decisions and tactical consultation.
Convert retrieved philosophy or classics snippets into concise modern mindset guidance and practical reflection methods. Use when users need emotional reframing, growth-oriented interpretation, or RAG-backed meaning extraction.
Classify oracle inputs/outputs into risk levels and return allow, rewrite, or refuse policy with concrete constraints. Use before and after specialist-agent generation, especially for finance, medical, legal, violence, self-harm, or fear-marketing risks.
| name | oracle-consistency-auditor |
| description | Audit consistency of repeated long-line oracle outputs and diagnose drift causes across routing, retrieval, and generation settings. Use when validating long-term ZiWei responses, regression testing, or before release quality gates. |
Evaluate whether repeated outputs for the same long-line query remain stable at conclusion, recommendation direction, and safety reminders.
test_case_idpromptprofile_summaryoutputs (2+ candidate outputs)run_metadata (model, temperature, retrieval scope, routing trace)main_conclusionadvice_directionrisk_disclaimerreferences/scoring-rubric.md.Return:
consistency_score (0-100)layer_scores (conclusion/advice/risk)drift_causes (ranked)fixes (P0/P1/P2)verification_stepsreferences/scoring-rubric.md before scoring.