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CF Diagnostic-Medicine-PMPH-10edition

基于人民卫生出版社《诊断学》第10版的临床诊断技能集合 — 183 项核心诊断技能，涵盖病史采集、 体格检查、实验室检验解读、心电图与影像分析、常见症状鉴别诊断、专科操作规范及临床推理方法。

ClawHub Agent Skills author: xllstudio v1.0.0 MIT-0 80 files body ≈ 5 551 tokens Open the sourceclawhub.ai↗ analyzed 32 h ago

基于人民卫生出版社《诊断学》第10版的临床诊断技能集合 — 183 项核心诊断技能，涵盖病史采集、 体格检查、实验室检验解读、心电图与影像分析、常见症状鉴别诊断、专科操作规范及临床推理方法。

As a process F 11/100 · Will not run — References files that are not bundled: abdominal-mass-differential-diagnosis/SKILL.md, abdominal-mass-differential-diagnosis-2/SKILL.md, abdominal-pain-mechanism-classification/SKILL.md

AnalyzerAI and agentsInfrastructureSecuritytype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
C
68/100
safety, quality, tests
Safety 60%
92
Quality 40%
31
Run on models
none yet
Process rating
F
11/100
Will not run
References files that are not bundled: abdominal-mass-differential-diagnosis/SKILL.md, abdominal-mass-differential-diagnosis-2/SKILL.md, abdominal-pain-mechanism-classification/SKILL.md
Tools and files w 18
0
Steps w 15
0
Result and completion w 14
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 SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  3. 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 · 8

✓ No critical or high findings

Medium and low: 8
  • low Secrets in code secret-high-entropy-token README_EN.md:91
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    Install the skill "Diag…ion" (xllgreen/diag…ion) from ClawHub only after those checks pass.
    detector
  • low Secrets in code secret-high-entropy-token README_EN.md:164
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="https://www.star-history.com/#xllgreen%2FDi…ion&Date">
    quoted
  • low Secrets in code secret-high-entropy-token README_FR.md:126
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="https://www.star-history.com/#xllgreen%2FDi…ion&Date">
    quoted
  • low Secrets in code secret-high-entropy-token README_JP.md:127
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="https://www.star-history.com/#xllgreen%2FDi…ion&Date">
    quoted
  • low Secrets in code secret-high-entropy-token README_RU.md:126
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="https://www.star-history.com/#xllgreen%2FDi…ion&Date">
    quoted
  • low Secrets in code secret-high-entropy-token README.md:91
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    Install the skill "Diag…ion" (xllgreen/diag…ion) from ClawHub only after those checks pass.
    detector
  • low Secrets in code secret-high-entropy-token README.md:167
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    <a href="https://www.star-history.com/#xllgreen%2FDi…ion&Date">
    quoted
  • low Secrets in code secret-high-entropy-token SKILL.md:2
    High-entropy token-like string (may be an id, hash or a credential)
    name: Diag…ion

Files scanned: 6. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning body-long SKILL.md body ≈ 5551 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: abdominal-mass-differential-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: abdominal-mass-differential-diagnosis-2/SKILL.md
  • warning missing-ref reference to a missing file: abdominal-pain-mechanism-classification/SKILL.md
  • warning missing-ref reference to a missing file: abdominal-paracentesis-procedure-and-safety/SKILL.md
  • warning missing-ref reference to a missing file: abdominal-tenderness-point-assessment/SKILL.md
  • warning missing-ref reference to a missing file: abdominal-wall-vein-blood-flow-direction-examination/SKILL.md
  • warning missing-ref reference to a missing file: abnormal-respiratory-sounds-classification-and-etiology/SKILL.md
  • warning missing-ref reference to a missing file: abo-blood-typing-and-crossmatch/SKILL.md
  • warning missing-ref reference to a missing file: aca-clinical-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: access-new-form-textbook-digital-resources/SKILL.md
  • warning missing-ref reference to a missing file: acute-appendicitis-diagnosis-logic/SKILL.md
  • warning missing-ref reference to a missing file: acute-myocardial-infarction-ecg-staging/SKILL.md
  • warning missing-ref reference to a missing file: afp-afp-l3-hepatocellular-carcinoma-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: alp-based-jaundice-differential-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: alveolar-ventilation-calculation/SKILL.md
  • warning missing-ref reference to a missing file: anemia-diagnosis-and-grading/SKILL.md
  • warning missing-ref reference to a missing file: anorectal-examination-positioning/SKILL.md
  • warning missing-ref reference to a missing file: apoai-apob-ratio-coronary-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: arterial-blood-gas-oxygen-assessment-and-respiratory-failure-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: atrial-fibrillation-auscultation-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: axillary-lymph-node-tenderness-evaluation/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-antibiotic-resistance-mechanisms/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-antimicrobial-resistance-mechanisms-and-clinical-response/SKILL.md
  • warning missing-ref reference to a missing file: bian-tai-fan-ying-xing-yu-zi-shen-mian-yi-xing-guan-jie-yan-jian-bie/SKILL.md
  • warning missing-ref reference to a missing file: bian-xue-ban-sui-zheng-zhuang-jian-bie-zhen-duan/SKILL.md
  • warning missing-ref reference to a missing file: bilirubin-metabolism-and-jaundice-classification/SKILL.md
  • warning missing-ref reference to a missing file: bing-cheng-ji-lu-pin-ci-yu-nei-rong/SKILL.md
  • warning missing-ref reference to a missing file: bladder-percussion-differential-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: blood-ammonia-testing-for-hepatic-encephalopathy-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: blood-specimen-collection-and-handling/SKILL.md
  • warning missing-ref reference to a missing file: bone-marrow-iron-staining-interpretation-for-anemia/SKILL.md
  • warning missing-ref reference to a missing file: bronchodilator-reversibility-test-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: bronchoscopy-preoperative-preparation-and-anesthesia/SKILL.md
  • warning missing-ref reference to a missing file: ch50-complement-assay-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: chest-abnormal-percussion-sound-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: clinical-bacterial-antimicrobial-susceptibility-testing/SKILL.md
  • warning missing-ref reference to a missing file: clinical-consultation-medical-ethics/SKILL.md
  • warning missing-ref reference to a missing file: clinical-diagnostic-four-step-method/SKILL.md
  • warning missing-ref reference to a missing file: clinical-diagnostic-reasoning-principles/SKILL.md
  • warning missing-ref reference to a missing file: clinical-hypothetico-deductive-reasoning/SKILL.md
  • warning missing-ref reference to a missing file: clinical-immunophenotyping-by-flow-cytometry/SKILL.md
  • warning missing-ref reference to a missing file: clinical-interview-and-communication/SKILL.md
  • warning missing-ref reference to a missing file: clinical-laboratory-quality-assurance-system/SKILL.md
  • warning missing-ref reference to a missing file: clinical-reasoning-core-elements/SKILL.md
  • warning missing-ref reference to a missing file: comprehensive-physical-examination-protocol/SKILL.md
  • warning missing-ref reference to a missing file: congenital-non-hemolytic-jaundice-syndromes-differentiation/SKILL.md
  • warning missing-ref reference to a missing file: csf-color-and-hemorrhage-differentiation/SKILL.md
  • warning missing-ref reference to a missing file: ctnt-dynamic-change-and-diagnostic-criteria-in-ami/SKILL.md
  • warning missing-ref reference to a missing file: daoniao-shu-caozuo-qian-zhunbei/SKILL.md
  • warning missing-ref reference to a missing file: depression-core-symptoms-identification/SKILL.md
  • warning missing-ref reference to a missing file: diagnostic-medicine-core-framework/SKILL.md
  • warning missing-ref reference to a missing file: diagnostic-textbook-revision-guidelines/SKILL.md
  • warning missing-ref reference to a missing file: diagnostics-10th-edition-revision-guide/SKILL.md
  • warning missing-ref reference to a missing file: diarrhea-pathophysiological-classification/SKILL.md
  • warning missing-ref reference to a missing file: distal-renal-tubular-acidosis-ammonium-chloride-test/SKILL.md
  • warning missing-ref reference to a missing file: drug-induced-edema-classification-and-management/SKILL.md
  • warning missing-ref reference to a missing file: dynamic-ecg-lead-selection/SKILL.md
  • warning missing-ref reference to a missing file: early-hepatic-injury-detection-via-coagulation-factors/SKILL.md
  • warning missing-ref reference to a missing file: ectopic-tachycardia-classification/SKILL.md
  • warning missing-ref reference to a missing file: electronic-medical-record-permission-and-archiving/SKILL.md
  • warning missing-ref reference to a missing file: endocrine-metabolic-edema-differentiation/SKILL.md
  • warning missing-ref reference to a missing file: er-jian-ban-xia-zhai-bing-cheng-fen-qi/SKILL.md
  • warning missing-ref reference to a missing file: fecal-microscopy-reference-interval-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: fibrinolysis-interpretation-fdps-d-dimer/SKILL.md
  • warning missing-ref reference to a missing file: first-heart-sound-intensity-analysis/SKILL.md
  • warning missing-ref reference to a missing file: fobt-clinical-application-and-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: focused-history-taking-driven-by-diagnostic-hypothesis/SKILL.md
  • warning missing-ref reference to a missing file: gallop-rhythm-classification-and-clinical-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: ggt-elevation-pattern-interpretation-in-liver-disease/SKILL.md
  • warning missing-ref reference to a missing file: hba1c-ga-clinical-application-comparison/SKILL.md
  • warning missing-ref reference to a missing file: hbv-dna-clinical-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: hcv-serological-marker-dynamic-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: helicobacter-pylori-diagnosis-strategy/SKILL.md
  • warning missing-ref reference to a missing file: hematopoietic-cell-morphological-development-patterns/SKILL.md
  • warning missing-ref reference to a missing file: heparin-anticoagulation-laboratory-monitoring/SKILL.md
  • warning missing-ref reference to a missing file: hyperkalemia-ecg-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: interpret-serum-immunoglobulin-levels/SKILL.md
  • warning missing-ref reference to a missing file: jie-chang-jing-jian-cha-chang-dao-zhun-bei-liu-cheng/SKILL.md
  • warning missing-ref reference to a missing file: kang-ccp-kang-ti-lin-chuang-pan-du/SKILL.md
  • warning missing-ref reference to a missing file: knee-valgus-varus-clinical-identification/SKILL.md
  • warning missing-ref reference to a missing file: kuai-su-gan-huo-jian-chuan-ci-cao-zuo/SKILL.md
  • warning missing-ref reference to a missing file: laboratory-result-interpretation-three-tier-system/SKILL.md
  • warning missing-ref reference to a missing file: ldh-isoenzymes-in-acute-myocardial-infarction-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: leukemoid-reaction-classification-and-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: lipoprotein-a-atherosclerosis-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: liver-biopsy-indications-and-contraindications/SKILL.md
  • warning missing-ref reference to a missing file: liver-function-test-selection-principles/SKILL.md
  • warning missing-ref reference to a missing file: lumbar-puncture-contraindications-and-procedure/SKILL.md
  • warning missing-ref reference to a missing file: luo-yin-auscultation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: lymph-node-aspiration-procedure/SKILL.md
  • warning missing-ref reference to a missing file: malnutrition-related-edema-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: mcv-rdw-anemia-classification/SKILL.md
  • warning missing-ref reference to a missing file: medical-record-timing-compliance/SKILL.md
  • warning missing-ref reference to a missing file: microcytic-hypochromic-anemia-lab-differential-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: mitral-stenosis-grading/SKILL.md
  • warning missing-ref reference to a missing file: mpo-staining-interpretation-for-leukemia-classification/SKILL.md
  • warning missing-ref reference to a missing file: murphy-sign-examination/SKILL.md
  • warning missing-ref reference to a missing file: muscle-strength-grading-and-paralysis-classification/SKILL.md
  • warning missing-ref reference to a missing file: mycoplasma-infection-laboratory-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: myocardial-infarction-localization-and-culprit-artery-identification/SKILL.md
  • warning missing-ref reference to a missing file: myocardial-ischemia-st-t-ecg-analysis/SKILL.md
  • warning missing-ref reference to a missing file: neutrophil-nuclear-shift-assessment/SKILL.md
  • warning missing-ref reference to a missing file: nk-cell-activity-reference-and-clinical-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: obesity-assessment-standards/SKILL.md
  • warning missing-ref reference to a missing file: inpatient-medical-record-writing/SKILL.md
  • warning missing-ref reference to a missing file: invasive-fungal-infection-antigen-testing/SKILL.md
  • warning missing-ref reference to a missing file: coagulation-factor-activity-testing/SKILL.md
  • warning missing-ref reference to a missing file: olfactory-nerve-examination/SKILL.md
  • warning missing-ref reference to a missing file: heart-murmur-auscultation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: acute-mi-ecg-staging-assessment/SKILL.md
  • warning missing-ref reference to a missing file: hemolytic-anemia-screening/SKILL.md
  • warning missing-ref reference to a missing file: fasting-glucose-ogtt-diabetes-grading/SKILL.md
  • warning missing-ref reference to a missing file: fecal-fat-droplet-interpretation/SKILL.md
  • warning missing-ref reference to a missing file: costovertebral-angle-percussion-pain/SKILL.md
  • warning missing-ref reference to a missing file: liver-abscess-us-guided-drainage/SKILL.md
  • warning missing-ref reference to a missing file: intestinal-obstruction-classification/SKILL.md
  • warning missing-ref reference to a missing file: gastroscopy-preparation/SKILL.md
  • warning missing-ref reference to a missing file: ascites-percussion-examination/SKILL.md
  • warning missing-ref reference to a missing file: malnutrition-overnutrition-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: exercise-stress-test-positive/SKILL.md

Process rating: all ten parameters 11/100

Will not run. References files that are not bundled: abdominal-mass-differential-diagnosis/SKILL.md, abdominal-mass-differential-diagnosis-2/SKILL.md, abdominal-pain-mechanism-classification/SKILL.md
  • 0Tools and files. 120 referenced file(s) missing: abdominal-mass-differential-diagnosis/SKILL.md, abdominal-mass-differential-diagnosis-2/SKILL.md, abdominal-pain-mechanism-classification/SKILL.md
  • 0Steps. Prose only: no discrete steps
  • 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
  • 30Running it twice. 3 mutating operations with no state check
  • 40Consistency. Frontmatter name (Diagnostic-Medicine-PMPH-10edition) differs from the folder (diagnostics-pmph-10edition)
  • 70Execution cost. Instruction body is 5551 tokens

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 95: 120–800 characters recommended
  • +4Structure: 2 headings, hard to scan
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions

Quality base 70; lint remarks subtract, signals add up to 100. Result: 31.

External checks

ClawHub: suspicious
This is a disclosed medical education skill collection with no malware-like install behavior, but it contains detailed clinical procedure, medication, and emergency-management guidance that needs human review before use.
LLM: suspicious (high) · VirusTotal: · 6 Jun 2026