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CF Medical Microbiology PMPH-10edition

基于人民卫生出版社《医学微生物学》第10版的微生物学与感染病学技能集 — 153项核心临床与实验室技能，涵盖细菌学、病毒学、免疫学、消毒灭菌、微生态学与感染控制。适用于医学生、临床医师、检验人员及公共卫生从业者。

ClawHub Agent Skills author: xllstudio v1.0.0 MIT-0 80 files body ≈ 5 768 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

基于人民卫生出版社《医学微生物学》第10版的微生物学与感染病学技能集 — 153项核心临床与实验室技能，涵盖细菌学、病毒学、免疫学、消毒灭菌、微生态学与感染控制。适用于医学生、临床医师、检验人员及公共卫生从业者。

As a process F 14/100 · Will not run — References files that are not bundled: bacterial-resistance-phenotype-classification/SKILL.md, bacterial-antimicrobial-resistance-mechanisms/SKILL.md, escherichia-coli-pathotype-identification/SKILL.md

ReferenceAI and agentsLearningtype 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
72/100
safety, quality, tests
Safety 60%
97
Quality 40%
35
Run on models
none yet
Process rating
F
14/100
Will not run
References files that are not bundled: bacterial-resistance-phenotype-classification/SKILL.md, bacterial-antimicrobial-resistance-mechanisms/SKILL.md, escherichia-coli-pathotype-identification/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 · 3

✓ No critical or high findings

Medium and low: 3
  • low Secrets in code secret-high-entropy-token index.md:3
    High-entropy token-like string (may be an id, hash or a credential)
    本技能集基于权威医学教材《06A9…5B7》，系统整合了153项核心技能，涵盖细菌学、病毒学、真菌与寄生虫感染、抗微生物治疗、消毒灭菌、免疫机制、实验室诊断、流行病学防控及微生态学等多个关键领域。内容兼顾基础理论与临床实践，适用于医学生、临床医师、检验人员及公共卫生从业者快速查询与应用。
  • low Secrets in code secret-high-entropy-token README_EN.md:90
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    Install the skill "Medi…ion" from ClawHub only after those checks pass.
    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 "Medi…ion" from ClawHub only after those checks pass.
    detector

Files scanned: 7. 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 ≈ 5768 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: bacterial-resistance-phenotype-classification/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-antimicrobial-resistance-mechanisms/SKILL.md
  • warning missing-ref reference to a missing file: escherichia-coli-pathotype-identification/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-cell-wall-functions-and-medical-implications/SKILL.md
  • warning missing-ref reference to a missing file: brucellosis-serological-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-biofilm-infection-assessment/SKILL.md
  • warning missing-ref reference to a missing file: actinomyces-infection-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-l-form-detection-and-management/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-spore-structure-resistance-and-sterilization/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-culture-medium-selection/SKILL.md
  • warning missing-ref reference to a missing file: enterobacteriaceae-microbiological-testing/SKILL.md
  • warning missing-ref reference to a missing file: corynebacterium-diphtheriae-toxigenicity-testing/SKILL.md
  • warning missing-ref reference to a missing file: anthrax-bacillus-laboratory-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-s-r-colony-variation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-transformation-protocol/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-growth-curve-phase-identification/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-oxygen-requirement-classification/SKILL.md
  • warning missing-ref reference to a missing file: bacteriophage-indirect-bacterial-detection/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-conjugation-mechanisms-and-plasmid-types/SKILL.md
  • warning missing-ref reference to a missing file: a-qun-lian-qiu-jun-zhi-bing-fen-lei/SKILL.md
  • warning missing-ref reference to a missing file: helicobacter-pylori-diagnosis-methods/SKILL.md
  • warning missing-ref reference to a missing file: enterococcus-resistance-mechanisms-and-clinical-strategies/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-nutrient-uptake-mechanisms/SKILL.md
  • warning missing-ref reference to a missing file: helicobacter-pylori-virulence-assessment/SKILL.md
  • warning missing-ref reference to a missing file: antibiotic-mechanism-based-selection/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-adhesion-and-colonization-analysis/SKILL.md
  • warning missing-ref reference to a missing file: clostridium-perfringens-infection-management/SKILL.md
  • warning missing-ref reference to a missing file: anaerobic-specimen-collection-and-handling/SKILL.md
  • warning missing-ref reference to a missing file: enterobacteriaceae-common-biological-characteristics/SKILL.md
  • warning missing-ref reference to a missing file: brucella-wave-fever-pathogenesis/SKILL.md
  • warning missing-ref reference to a missing file: campylobacter-jejuni-infection-assessment/SKILL.md
  • warning missing-ref reference to a missing file: bacillus-anthracis-pathogenesis-and-clinical-typing/SKILL.md
  • warning missing-ref reference to a missing file: a-b-type-exotoxin-mechanism-analysis/SKILL.md
  • warning missing-ref reference to a missing file: bacteriophage-lysogenic-conversion-analysis/SKILL.md
  • warning missing-ref reference to a missing file: huo-luan-huo-jun-zhi-bing-ji-zhi-fen-xi/SKILL.md
  • warning missing-ref reference to a missing file: anaerobic-non-spore-forming-bacteria-isolation-and-identification/SKILL.md
  • warning missing-ref reference to a missing file: coconut-burkholderia-food-poisoning-identification/SKILL.md
  • warning missing-ref reference to a missing file: burkholderia-cepacia-complex-identification/SKILL.md
  • warning missing-ref reference to a missing file: cdi-diagnosis-and-recurrence-management/SKILL.md
  • warning missing-ref reference to a missing file: fen-jun-yi-zhi/SKILL.md
  • warning missing-ref reference to a missing file: bacterial-infection-molecular-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: hcmv-infection-diagnosis-and-intrauterine-assessment/SKILL.md
  • warning missing-ref reference to a missing file: enterovirus-infection-diagnosis-strategy/SKILL.md
  • warning missing-ref reference to a missing file: hRSV-biology-and-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: hcv-chronic-progression-and-hcc-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: adenovirus-structure-transmission-and-disease-spectrum/SKILL.md
  • warning missing-ref reference to a missing file: coxsackievirus-a-b-classification/SKILL.md
  • warning missing-ref reference to a missing file: ev-a71-severe-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: hev-infection-risk-assessment-in-special-populations/SKILL.md
  • warning missing-ref reference to a missing file: antiviral-gene-therapy-agent-design/SKILL.md
  • warning missing-ref reference to a missing file: coronavirus-classification-structure-pathogenicity/SKILL.md
  • warning missing-ref reference to a missing file: hdv-infection-type-assessment/SKILL.md
  • warning missing-ref reference to a missing file: hantavirus-pathogenesis-dual-mechanism-model/SKILL.md
  • warning missing-ref reference to a missing file: dengue-ade-pathogenesis-assessment/SKILL.md
  • warning missing-ref reference to a missing file: chong-mei-bing-du-zao-qi-shi-yan-zhen-duan/SKILL.md
  • warning missing-ref reference to a missing file: herpesviridae-biological-and-structural-characteristics/SKILL.md
  • warning missing-ref reference to a missing file: ebola-transmission-control-and-response/SKILL.md
  • warning missing-ref reference to a missing file: ebv-serological-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: hiv-transmission-prevention/SKILL.md
  • warning missing-ref reference to a missing file: hpv-typing-pathogenesis-and-vaccination-principles/SKILL.md
  • warning missing-ref reference to a missing file: herpesvirus-latency-and-reactivation-mechanisms/SKILL.md
  • warning missing-ref reference to a missing file: antiviral-drug-classification-and-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: hepatitis-a-virus-detection-and-prevention/SKILL.md
  • warning missing-ref reference to a missing file: humoral-immunity-effector-mechanisms/SKILL.md
  • warning missing-ref reference to a missing file: artificial-active-passive-immunization-selection/SKILL.md
  • warning missing-ref reference to a missing file: chlamydia-pneumoniae-serological-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: aids-stage-diagnosis-criteria/SKILL.md
  • warning missing-ref reference to a missing file: human-herpesvirus-subfamily-classification/SKILL.md
  • warning missing-ref reference to a missing file: enteric-fever-immune-defense-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: endotoxin-induced-leukocyte-dynamics/SKILL.md
  • warning missing-ref reference to a missing file: bai-he-bang-zhuang-gan-jun-du-su-zuo-yong-ji-zhi/SKILL.md
  • warning missing-ref reference to a missing file: borrelia-burgdorferi-pathogenesis-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: chlamydia-development-cycle-and-culture-characteristics/SKILL.md
  • warning missing-ref reference to a missing file: hemorrhagic-fever-virus-classification-and-vector-tracing/SKILL.md
  • warning missing-ref reference to a missing file: chemical-disinfectant-selection-and-usage/SKILL.md
  • warning missing-ref reference to a missing file: hospital-infection-pathogen-profile/SKILL.md
  • warning missing-ref reference to a missing file: infection-risk-determination/SKILL.md
  • warning missing-ref reference to a missing file: human-microbiota-composition-analysis/SKILL.md
  • warning missing-ref reference to a missing file: fmt-donor-and-route-selection/SKILL.md
  • warning missing-ref reference to a missing file: antibiotic-microbiome-modulation/SKILL.md
  • warning missing-ref reference to a missing file: access-digital-resources-for-new-format-medical-textbooks/SKILL.md
  • warning missing-ref reference to a missing file: clinical-microbiology-specimen-collection-and-transport/SKILL.md
  • warning missing-ref reference to a missing file: human-granulocytic-anaplasmosis-diagnosis-treatment/SKILL.md
  • warning missing-ref reference to a missing file: anaplasma-phagocytophilum-transmission-and-diagnosis/SKILL.md

Process rating: all ten parameters 14/100

Will not run. References files that are not bundled: bacterial-resistance-phenotype-classification/SKILL.md, bacterial-antimicrobial-resistance-mechanisms/SKILL.md, escherichia-coli-pathotype-identification/SKILL.md
  • 0Tools and files. 84 referenced file(s) missing: bacterial-resistance-phenotype-classification/SKILL.md, bacterial-antimicrobial-resistance-mechanisms/SKILL.md, escherichia-coli-pathotype-identification/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
  • 40Consistency. Frontmatter name (Medical Microbiology PMPH-10edition) differs from the folder (medical-microbiology-pmph-10edition)
  • 70Execution cost. Instruction body is 5768 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 106: 120–800 characters recommended
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +4Structure: 10 headings

Quality base 70; lint remarks subtract, signals add up to 100. Result: 35.

External checks

ClawHub: clean
This is a disclosed medical microbiology reference skill made of markdown files, with no executable code, dependencies, credentials, or hidden agent authority found.
LLM: benign (high) · VirusTotal: · 6 Jun 2026