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基于人民卫生出版社《系统解剖学》第10版的解剖学技能集 — 112 项核心解剖学技能

ClawHub Agent Skills author: xllstudio v1.0.0 MIT-0 80 files body ≈ 3 001 tokens Open the sourceclawhub.ai analyzed 2 d ago

基于人民卫生出版社《系统解剖学》第10版的解剖学技能集 — 112 项核心解剖学技能

As a process F 35/100 · Will not run — References files that are not bundled: tibial-fracture-delayed-union-anatomical-risk-assessment/SKILL.md, synovial-joint-structural-elements/SKILL.md, skeletal-classification-standard/SKILL.md

ProcedureAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
75/100
safety, quality, tests
Safety 60%
88
Quality 40%
55
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: tibial-fracture-delayed-union-anatomical-risk-assessment/SKILL.md, synovial-joint-structural-elements/SKILL.md, skeletal-classification-standard/SKILL.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 12

✓ No critical or high findings

Medium and low: 12
  • low Secrets in code secret-high-entropy-token catalog.md:3
    High-entropy token-like string (may be an id, hash or a credential)
    本技能集合基于权威教材《系统解剖学》(ISBN: 8E94…f8C),涵盖人体解剖学、神经解剖学、临床应用解剖及中西医结合解剖分析等核心领域。内容包括112项结构化技能,覆盖骨骼、肌肉、神经、血管、内脏器官、感觉系统、淋巴系统及发育机制等主题,适用于医学生、临床医师及解剖学研究者进行系统学习、术前规划与病例分析。
  • low Secrets in code secret-high-entropy-token README_EN.md:1
    High-entropy token-like string (may be an id, hash or a credential)
    # Systematic Anatomy Syst…ion
  • low Secrets in code secret-high-entropy-token README_EN.md:82
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    Install the skill "Syst…ion" from ClawHub only after those checks pass.
    quoted
  • low Secrets in code secret-high-entropy-token README_EN.md:120
    High-entropy token-like string (may be an id, hash or a credential)
    ISBN: 8E94…f8C
  • low Secrets in code secret-high-entropy-token README_FR.md:1
    High-entropy token-like string (may be an id, hash or a credential)
    # Anatomie Systématique Syst…ion
  • low Secrets in code secret-high-entropy-token README_JP.md:1
    High-entropy token-like string (may be an id, hash or a credential)
    # 系統解剖学 Syst…ion
  • low Secrets in code secret-high-entropy-token README_JP.md:98
    High-entropy token-like string (may be an id, hash or a credential)
    ISBN: 8E94…f8C
  • low Secrets in code secret-high-entropy-token README_RU.md:1
    High-entropy token-like string (may be an id, hash or a credential)
    # Систематическая Анатомия Syst…ion
  • low Secrets in code secret-high-entropy-token README.md:1
    High-entropy token-like string (may be an id, hash or a credential)
    # 系统解剖学 Syst…ion
  • low Secrets in code secret-high-entropy-token README.md:82
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    Install the skill "Syst…ion" from ClawHub only after those checks pass.
    quoted
  • low Secrets in code secret-high-entropy-token README.md:187
    High-entropy token-like string (may be an id, hash or a credential)
    ISBN: 8E94…f8C
  • low Secrets in code secret-high-entropy-token SKILL.md:182
    High-entropy token-like string (may be an id, hash or a credential)
    ISBN: 8E94…f8C

Files scanned: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: tibial-fracture-delayed-union-anatomical-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: synovial-joint-structural-elements/SKILL.md
  • warning missing-ref reference to a missing file: skeletal-classification-standard/SKILL.md
  • warning missing-ref reference to a missing file: sternocleidomastoid-muscle-function-assessment/SKILL.md
  • warning missing-ref reference to a missing file: zu-di-ji-yu-shou-zhang-ji-jie-gou-gong-neng-bi-jiao/SKILL.md
  • warning missing-ref reference to a missing file: telencephalon-anatomy-and-development/SKILL.md
  • warning missing-ref reference to a missing file: rexed-spinal-lamina-functional-mapping/SKILL.md
  • warning missing-ref reference to a missing file: spinal-cord-injury-clinical-manifestation-id/SKILL.md
  • warning missing-ref reference to a missing file: spinal-cord-conduction-function-analysis/SKILL.md
  • warning missing-ref reference to a missing file: spinal-segment-vertebra-correlation/SKILL.md
  • warning missing-ref reference to a missing file: spinal-gray-white-matter-compartment-analysis/SKILL.md
  • warning missing-ref reference to a missing file: ventricular-system-and-choroid-plexus-structure/SKILL.md
  • warning missing-ref reference to a missing file: spinothalamic-tract-sensory-pathway-analysis/SKILL.md
  • warning missing-ref reference to a missing file: trigeminal-nerve-branch-analysis/SKILL.md
  • warning missing-ref reference to a missing file: san-cha-shen-jing-ji-shu-he-gan-jue-chuan-dao/SKILL.md
  • warning missing-ref reference to a missing file: vestibulocochlear-nerve-branch-mapping/SKILL.md
  • warning missing-ref reference to a missing file: visual-pathway-neuron-structure-and-projection/SKILL.md
  • warning missing-ref reference to a missing file: visual-pathway-lesion-and-visual-field-defect-correlation/SKILL.md
  • warning missing-ref reference to a missing file: soft-palate-muscle-function-and-isthmus-analysis/SKILL.md
  • warning missing-ref reference to a missing file: wai-er-dao-jie-pou-yu-jian-cha-fang-fa/SKILL.md
  • warning missing-ref reference to a missing file: xin-sheng-er-lu-te-zheng-yu-xin-men-fa-yu/SKILL.md
  • warning missing-ref reference to a missing file: shou-ji-san-qun-fen-lei-ji-gong-neng/SKILL.md
  • warning missing-ref reference to a missing file: shou-bu-zhong-jian-ji-qun-jie-pou-yu-gong-neng-fen-xi/SKILL.md
  • warning missing-ref reference to a missing file: sciatic-nerve-pelvic-exit-variants-clinical-assessment/SKILL.md
  • warning missing-ref reference to a missing file: skin-cleavage-line-incision-planning/SKILL.md
  • warning missing-ref reference to a missing file: vas-deferens-segmentation-and-ligation-site-selection/SKILL.md
  • warning missing-ref reference to a missing file: right-atrium-anatomy-clinical-guidance/SKILL.md
  • warning missing-ref reference to a missing file: right-ventricle-structure-and-function-zoning/SKILL.md
  • warning missing-ref reference to a missing file: zuo-xin-shi-jie-gou-yu-er-jian-ban-fu-he-ti-gong-neng/SKILL.md
  • warning missing-ref reference to a missing file: xin-bao-qiang-yu-xin-bao-si-jie-pou-guan-xi/SKILL.md
  • warning missing-ref reference to a missing file: shu-luan-guan-fen-duan-jie-pou-yu-lin-chuang-ying-yong/SKILL.md
  • warning missing-ref reference to a missing file: zhizhuangxian-lymphatic-drainage-rule/SKILL.md
  • warning missing-ref reference to a missing file: tooth-structure-and-tissue-composition/SKILL.md
  • warning missing-ref reference to a missing file: xie-jiao-ji-jian-xi-jie-gou-yu-lin-chuang-fen-xi/SKILL.md
  • warning missing-ref reference to a missing file: xin-xing-tai-jiao-cai-shu-zi-zi-yuan-huo-qu/SKILL.md
  • warning missing-ref reference to a missing file: zhu-gong-gou-cheng-yu-ta-xian-ji-zhi/SKILL.md
  • warning missing-ref reference to a missing file: systematic-anatomy-10th-edition-metadata/SKILL.md
  • warning missing-ref reference to a missing file: systematic-anatomy-textbook-stem-cell-status-verification/SKILL.md

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: tibial-fracture-delayed-union-anatomical-risk-assessment/SKILL.md, synovial-joint-structural-elements/SKILL.md, skeletal-classification-standard/SKILL.md
  • 0Tools and files. 38 referenced file(s) missing: tibial-fracture-delayed-union-anatomical-risk-assessment/SKILL.md, synovial-joint-structural-elements/SKILL.md, skeletal-classification-standard/SKILL.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 100Steps. 111 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3001 tokens
  • 100Running it twice. No mutating operations

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 42: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -216 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 111 items
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 55.

External checks

ClawHub: suspicious
This anatomy skill set is not executable malware, but it needs review because several modules give invasive or high-stakes medical procedure guidance without strong per-skill safety boundaries.
LLM: suspicious (high) · 5 Jun 2026