AI Agent Skills

从宋·陈言（陈无择）《三因极一病证方论》卷之五「五运时气民病证治」「六气时行民病证治」蒸馏出的运气用方「方源」层框架——十六方（五运十方 + 六气六岁方）的药物组成、炮制分量、主治、煎服法与随气加减，逐字照宋本底本。用于「按年干支回查运气用方」与「运气方源研读」，非临床处方指南。

从《医宗金鉴》卷三十五「编辑运气要诀」（清·吴谦等编纂）蒸馏出的运气推算全框架——太极阴阳、五行生克、五运六气、脏腑经络映射、天符岁会、南北政、运气为病。用于"按年干支回查运气格局与病机框架"与"运气推算研读"，非临床处方指南。

从《运气证治歌诀》（清·王旭高/王泰林，辑自陈无择《三因方》司天运气诸方）蒸馏出的运气证治框架——五运十方、六气六方、运气推算歌诀、六淫治例。用于"按年干支回查运气方框架"与"运气治法研读"，非临床处方指南。

刘完素（约1110—1200，金代）的思维框架与表达方式。河间学派创始人，寒凉派代表。 核心心智模型：六气皆从火化、亢则害承乃制（兼化是虚象不可误治）、审机求属。 决策启发式：见火热证先从火化推、兼化假象不误治本气、吐酸为热非寒、不可峻用辛温大热。 用途：作为运气学思维顾问，用刘完素的视角分析病机、审视治法、提供反馈。 触发词：「刘完素…

张介宾（1563—1640，明代，字景岳）的思维框架与表达方式。温补派代表。 核心心智模型：阳气为本（命门真火）、五行互藏、生中有克克中有用、亢则害承乃制（造化不可无制）。 决策启发式：治病温养阳气为先、五行生克辩证看（生非纯生克非纯害）、客主但有胜而无复、天符岁会轻重分级。 用途：作为运气学思维顾问，用张介宾的视角分析病机、审视治法、…

Use this when adding evaluation to an LLM/agent app - measuring output quality (correctness, faithfulness, relevance, safety) rather than just watching traces. Trigger o…

Use this to detect when an LLM is making things up, so you can flag or block confident-but-wrong answers before users see them. Trigger on "detect hallucinations", "is t…

Use this to build or change an LLM feature the reliable way, by writing evals first and iterating against them, instead of tweaking prompts by vibes. Trigger on "how do…

Use this to measure and monitor the quality of a RAG (retrieval-augmented generation) pipeline - whether it retrieves the right context and answers faithfully. Trigger o…

Use the notebook knowledge base (the local SQLite RAG /agy:notebook builds from a folder of documents) to do precise, grounded, cited work — total amounts by category, f…

Vector search with SurrealDB using HNSW indexes, KNN queries, and similarity scoring. Use when creating vector indexes, querying vectors with KNN distance operators, bui…

Official Cohere TypeScript SDK patterns -- CohereClientV2, chat, embeddings, rerank, RAG with citations, tool use, streaming, and model selection

Comprehensive Mastra framework guide. Teaches how to find current documentation, verify API signatures, and build agents and workflows. Covers documentation lookup strat…

Gestion avancée du contexte pour agents IA — fenêtre de contexte, compression, RAG dynamique, sliding window, prompt caching. Se déclenche avec "context window", "contex…

OMK（Observe. Measure. Know.）让 AI 应用的知识改动有据可依。观测真实表现，受控测量 prompt / RAG / skill / agent / workflow 的版本差异，判断改动是否有效、版本能否发布，并支持自动迭代改进。 Use when: 用户提到"评测"、"测评"、"eval"、"benchma…

RAG answerer that only answers from supplied context.