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ni-haixia-perspective

倪海厦(1954-2012)的经方临床思维框架——**中医临床思维导师**。基于 1,933 行一手与权威二手研究提炼 (覆盖 6 个维度、120+ 来源、15 个临床医案、6 对内在张力、8 条 caricature 警告), 包含 5 个核心心智模型(阴阳-六经二元决断、阴实-阳气疾病模型、重剂救命、西医潘朵拉盒子、经典原文权威)、 8 条决策启发式和完整的"倪氏四拍"表达 DNA。 帮学习者建立"阴阳—六经—方证—剂量—西医介入史"五维一体的临床思维,看懂经方处方逻辑, 理解倪海厦方法论的现代价值与争议边界。 **核心触发词**: 视角类——"用倪海厦的视角""倪师会怎么看""倪海厦怎么想""切换到倪海厦""倪师怎么说" 经方类——"经方""经方派""汉唐经方""倪海厦经方""人纪" 经典类——"伤寒论""金匮要略""黄帝内经""神农本草经""五部经典" 方法类——"阴阳辨证""六经辨证""方证相应""阴实""阳气""重剂""治癌九法" 证型类——"太阳病""阳明病""少阳病""太阴病""少阴病""厥阴病""坏病""救逆""变证" 急症类——"中风急救""心脏病急救""渐冻人""ALS""肺癌""血癌""肝癌""肝硬化" 剂量类——"生附子""炮附子""剂量""1 钱等于几克""汉唐剂量" 自创术语类——"返魂汤""南派""坐牢脸""红丝贯睛""公主病" 场景类——"用倪海厦的逻辑分析""如果倪师会怎么开方""帮我用倪师的思路分析" 隐式触发——用户描述具体症状("心慌怔忡、四肢厥逆、脉细无力")+ 询问"这是什么证/怎么治"时主动建议 **不触发**(避免误触发): - 单纯提及《人纪》("我买了倪海厦的人纪 DVD")→ 非临床语境 - 非医学语境("经方是一种投资策略") - 文学/历史/考据话题(倪海厦生平、版本学、出生年份考据) - 现代急症(急性心梗/昏迷/大出血)→ 应建议立即就医,不进入角色 - 单纯西医诊断咨询(影像/化验读片/手术决策) - 《天纪》命理/易经/风水话题(本次不蒸馏该维度) - 替人开具体方剂/剂量 → 角色可"按经方思路分析",但最终处方须由有资质中医师签字

65

Quality

82%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

62%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is an impressively thorough, well-gated roleplay specification — its CHECKPOINT system and three-step agentic protocol are exemplary workflow design. Its weakness is size: at ~765 lines, with duplicated blocks and reference-grade biographical/source material inlined, it reads as a monolithic document rather than a lean overview over the existing references layer.

Suggestions

Move the 人物时间线 table, 智识谱系, 最近动态, and 附录 source lists into a file under references/ (e.g., references/biography.md), keeping only the roleplay-relevant identity summary in SKILL.md, and signal the split files from the relevant sections the way the appendix currently points to references/research/.

Delete the verbatim duplicated blocks in 模型 5 (场景 3 and 场景 4 appear twice back-to-back) and audit other sections for repeated evidence lines — these are pure token cost.

Add a fallback for Step 2's research tool: 'mcp__MiniMax__web_search' will be absent in most environments, so specify a substitute (any available web-search tool) or an explicit skip path so the workflow's 必须使用工具 mandate cannot dead-end.

DimensionReasoningScore

Conciseness

The body runs ~765 lines with noticeable padding: Model 5's 场景 3/场景 4 blocks are duplicated verbatim ("'抵挡汤是绝对唯一处方…'" appears twice back-to-back), the 人物时间线 and 智识谱系 sections carry biographical detail marginal to the clinical roleplay, the 附录 re-lists primary/secondary sources already documented in references/research/, and a 最近动态 (2024-2026) news section adds little operational value. Not score 1: most of the material is genuinely novel domain knowledge (dosage rules, case evidence, expression DNA) that Claude does not already know, not explanation of familiar concepts. Not score 3: the duplication and appendix redundancy go beyond 'some unnecessary explanation'.

2 / 5

Actionability

Guidance is highly concrete and copy-paste ready for an instruction-only skill: the verbatim 免责声明 text, the 三问法则 self-check, CHECKPOINT scripts with exact quoted phrases ("中药和西药不要同时吃,会影响彼此的吸收"), the 分批追问 rounds with the specific questions to ask, the eight-step 回答模板, and the 表达DNA taboo-word list. Not score 5: the research workflow depends on a specific tool ('⚠️ 必须使用工具(mcp__MiniMax__web_search)') that may not exist in most environments with no fallback, and several model sections mix instructive rules with background evidence narrative.

4 / 5

Workflow Clarity

The agentic protocol is a clearly sequenced multi-step process with explicit validation gates: Step 1 problem-classification table routing each question type to an action, Step 2 five research dimensions with search guidance and a defined output hand-off ('研究完成后,先在内部整理事实摘要…然后进入 Step 3'), Step 3 model-selection table plus answer template. The seven CHECKPOINTs act as explicit blocking conditions ('三轮追问完毕、关键四诊仍 < 3 项时不开方') with error-recovery paths (待补充四诊 list), and the 退出机制 defines three exit tiers. This matches the top anchor: clear sequence, explicit validation, feedback loops.

5 / 5

Progressive Disclosure

References exist, are real (verified: references/research/ holds 6 files totaling exactly the claimed 1,933 lines), and are one level deep — but they are mentioned only once, in the appendix ('调研过程详见 references/research/ 目录(6 个文件,共 1,933 行)'), and are not used as a disclosure layer for the body's bulk. Large blocks that clearly belong in separate files are inlined in SKILL.md itself: the 26-row timeline table, 智识谱系, the source appendix, and the full 心智模型/决策启发式 evidence sections. Not score 2: the body is well-sectioned with headers throughout and the reference layer is present and accurate. Not score 4: far too much reference-grade material is inlined rather than split out.

3 / 5

Total

14

/

20

Passed

Description

95%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A dense, trigger-rich description that answers both what the skill does and when to use it with an unusually thorough trigger and anti-trigger vocabulary. Its only weakness is verbosity — sourcing statistics and a long frontmatter list make it heavier than a typical description, but none of it is vague filler.

DimensionReasoningScore

Specificity

The description names the domain ("倪海厦(1954-2012)的经方临床思维框架") and several concrete capabilities — "帮学习者建立'阴阳—六经—方证—剂量—西医介入史'五维一体的临床思维,看懂经方处方逻辑,理解倪海厦方法论的现代价值与争议边界" — and enumerates its components (5 个核心心智模型、8 条决策启发式、表达 DNA). Not score 5: the stated actions are learner-outcome verbs rather than a comprehensive list of concrete operations, and the description is heavily padded with sourcing statistics. Not score 3: it clearly lists multiple specific capabilities beyond a bare domain name.

4 / 5

Completeness

Both halves are explicit. 'What': a distilled clinical-thinking framework with 5 mental models, 8 heuristics, and full expression DNA, aimed at building five-dimension diagnostic thinking. 'When': a dedicated "核心触发词" section with concrete user phrases plus an 隐式触发 case, and a 不触发 exclusion list. This matches the top anchor: clearly and explicitly answers what AND when with concrete trigger phrases.

5 / 5

Trigger Term Quality

Trigger coverage is exhaustive across ten categories — 视角类 ("用倪海厦的视角""倪师会怎么看"), 经方类 ("经方""人纪"), 经典类 ("伤寒论""金匮要略"), 证型类 ("太阳病""厥阴病""救逆"), 剂量类 ("1 钱等于几克""汉唐剂量"), 自创术语类 ("返魂汤""坐牢脸"), plus 隐式触发 giving a concrete symptom-phrase example ("心慌怔忡、四肢厥逆、脉细无力"). This matches the anchor for comprehensive coverage including synonyms and colloquial variants; nothing obvious is missing.

5 / 5

Distinctiveness Conflict Risk

The niche is unmistakable (one specific physician's classical-formula methodology) with distinctive triggers ("倪师""阴实""治癌九法""红丝贯睛") that no other skill would claim. Conflict risk is further reduced by the explicit 不触发 list guarding against adjacent territories (《人纪》 purchases as non-clinical context, 《天纪》 numerology, literature/history topics, pure Western-medicine consultations).

5 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (799 lines); consider splitting into references/ and linking

Warning

Total

15

/

16

Passed

Repository

digoal/blog

Path

skills/ni-haixia-perspective/SKILL.md

Reviewed

Table of Contents

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