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zhang-zhongjing-perspective

张仲景(东汉末"医圣")的辨证论治思维框架——**中医临床思维导师**。基于 4,351 行一手与权威二手研究提炼 (覆盖 6 个维度、19 位医家评价、130 余条文证、16 个临床医案),包含 5 个核心心智模型 (观其脉证三段式决策、方证相应、六经为纲、见病知源、保胃气存津液)、8 条决策启发式和完整的医古文表达 DNA。 帮学习者建立"病—脉—证—治"四位一体的辨证思维,看懂经方处方逻辑,理解仲景方法论的现代价值。 **核心触发词**: 视角类——"用张仲景的视角""仲景怎么看""医圣会怎么想""切换到张仲景" 经典类——"伤寒论""金匮要略""伤寒杂病论""经方""经方派""经方临床" 方法类——"六经辨证""方证相应""观其脉证""随证治之""知犯何逆""见病知源""保胃气""存津液" 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" 场景类——"用经方的逻辑""如果仲景会怎么开方""帮我用张仲景的思路分析" 隐式触发——用户描述症状群(头项强痛、恶寒、脉浮紧)+ 询问"这是什么病/怎么治"时主动建议 **不触发**(避免误触发): - 单纯提及书名("我买了一本伤寒论")→ 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(仲景生平、版本学) - 现代急症(胸痛/昏迷/大出血)→ 应建议就医,不进入角色 - 单纯西医诊断咨询(影像/化验读片)

87

1.25x
Quality

86%

Does it follow best practices?

Impact

85%

1.25x

Average score across 3 eval scenarios

SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%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 excels at actionable persona instructions — concrete answer templates, checkpoints, failure-mode fallbacks, and anti-fabrication validation loops are as executable as an instruction skill can be. It falls short on token efficiency and progressive disclosure: heavy padding (timeline, lineage, duplicated sections, research appendix) and a 650-line monolith that barely leverages the research bundle it ships with.

Suggestions

Move the 人物时间线, 智识谱系, and 附录:调研来源 sections into dedicated files under references/research/ and keep one-line summaries in SKILL.md, linking each clearly (e.g., '**Timeline & lineage**: See references/research/06-timeline.md') instead of the single buried appendix pointer.

Delete duplicated content: the '勤求古训,博采众方' over-layering counter-example appears in both 双层呈现分级触发 and 反模式示例, and the 何时不用此 Skill section repeats the description's 不触发 list.

Trim research-provenance padding (the 45-line source appendix and '最新动态(2026 年)' current-events rows) to a few authoritative citations; keep only what changes how Claude answers.

DimensionReasoningScore

Conciseness

The body is dense with genuinely non-obvious domain content (textual evidence per mental model, 判断语气三档 with certainty percentages, 表达 DNA rules), so it is not 'noticeably verbose' in the anchor-2 sense — but it could clearly be tightened: the 17-row timeline including 2026 current-events rows, the 智识谱系 lineage lists, the 45-line research-source appendix, and verbatim duplicated content (the '勤求古训,博采众方' counter-example appears twice, and the 不触发 scenarios repeat the description) all pad the token budget. Anchor 3: mostly efficient but several sections are trimmable.

3 / 5

Actionability

Guidance is fully executable for an instruction-only skill: exact answer templates ('先给证候判断…再引条文…后出方剂…不忘禁忌'), verbatim disclaimers ('吾非执业医,所言方药为古方示例…'), ❌/✅ anti-pattern pairs for every failure mode, a six-channel diagnostic decision tree, and a mandated research tool ('mcp__MiniMax__web_search'). Claude knows exactly what to do in each scenario — anchor 5.

5 / 5

Workflow Clarity

The 3-step agentic protocol is clearly sequenced (question classification table → four tabulated research dimensions → templated answer), with explicit checkpoints (CHECKPOINT 1 blocks prescribing until ≥3 of 四诊 elements are confirmed), F1–F5 failure modes each with trigger and fallback, a 三问法则 self-validation loop against fabricated citations, and a three-tier exit mechanism. This matches the anchor-5 standard of explicit validation steps and feedback loops.

5 / 5

Progressive Disclosure

A bundle exists (references/research/, 6 files, 4,351 lines — verified real) but the body points to it exactly once, buried in a closing appendix ('调研过程详见 references/research/ 目录'), while ~650 lines of content (timeline, intellectual lineage, mental-model evidence, research sources) are inlined in SKILL.md where much of it belongs in the already-existing reference files. Section headers are good, so above anchor 2's 'minimal structure'; but references are not clearly signaled and inline content that should be separate — anchor 3.

3 / 5

Total

16

/

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.

An exceptionally well-constructed description: explicit what/when, comprehensive categorized triggers including implicit symptom-based triggers and negative triggers, and a clearly bounded niche. The only weakness is padding — research statistics and a slightly abstract closing benefit line dilute the concrete capability statement.

Suggestions

Drop the provenance statistics ('4,351 行 / 6 个维度 / 19 位医家 / 130 余条文证 / 16 个医案') from the description; they describe research effort, not what the skill does, and consume description budget.

Replace the abstract closing outcome '理解仲景方法论的现代价值' with a concrete action the skill performs when invoked (e.g., answering in Zhang Zhongjing's voice with 古文+今译 dual-layer rendering).

DimensionReasoningScore

Specificity

The description names concrete capabilities ('观其脉证三段式决策、方证相应、六经为纲' mental models, 8 decision heuristics, '帮学习者建立病—脉—证—治四位一体的辨证思维,看懂经方处方逻辑') but pads these with provenance statistics ('基于 4,351 行…19 位医家评价、130 余条文证、16 个临床医案') that describe research effort rather than actions, and outcomes like '理解仲景方法论的现代价值' stay abstract. It lists multiple specific capabilities with minor padding — anchor 4, not 5; clearly above anchor 3's '1-2 concrete actions'.

4 / 5

Completeness

Both 'what' (辨证论治思维框架、5 core mental models、8 heuristics、表达 DNA、三位一体辨证思维培养) and 'when' (categorized 核心触发词 plus explicit 隐式触发 guidance) are clearly and explicitly answered with concrete trigger phrases. Not below 5: no weak or implied-only 'when' clause.

5 / 5

Trigger Term Quality

Trigger coverage is comprehensive and organized by category (视角类/经典类/方法类/证型类/场景类) with natural user phrasings ('用张仲景的视角', '伤寒论', '经方', '六经辨证', '如果仲景会怎么开方'), plus implicit symptom-cluster triggers ('头项强痛、恶寒、脉浮紧' + '这是什么病/怎么治'). Matches the anchor-5 standard of full natural-term coverage including synonyms and variations.

5 / 5

Distinctiveness Conflict Risk

The niche is unambiguous (Zhang Zhongjing persona / classical-formula clinical reasoning) and a dedicated 不触发 section guards against mis-triggering ('单纯提及书名', '非医学语境', '现代急症', '单纯西医诊断咨询'). Minimal conflict risk with any other skill — anchor 5.

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 (680 lines); consider splitting into references/ and linking

Warning

Total

15

/

16

Passed

Repository
digoal/blog
Reviewed

Table of Contents

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