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CF histology-and-embryology-pmph-10edition

基于人民卫生出版社《组织学与胚胎学》第10版的124项核心技能集合 — 涵盖组织学、胚胎学、先天畸形及临床病理关联

ClawHub Agent Skills author: xllstudio v1.0.0 MIT-0 80 files body ≈ 3 998 tokens Open the sourceclawhub.ai↗ analyzed 6 d ago

基于人民卫生出版社《组织学与胚胎学》第10版的124项核心技能集合 — 涵盖组织学、胚胎学、先天畸形及临床病理关联

As a process F 20/100 · No process to follow — References files that are not bundled: optical-microscopy-and-staining-protocol/SKILL.md, electron-microscopy-technique-selection-and-operation/SKILL.md, tissue-image-morphometric-and-stereological-analysis/SKILL.md

ReferenceAI and agentstype 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
80/100
safety, quality, tests
Safety 60%
98
Quality 40%
52
Run on models
none yet
Process rating
F
20/100
No process to follow
References files that are not bundled: optical-microscopy-and-staining-protocol/SKILL.md, electron-microscopy-technique-selection-and-operation/SKILL.md, tissue-image-morphometric-and-stereological-analysis/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 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 · 2

✓ No critical or high findings

Medium and low: 2
  • low Secrets in code secret-high-entropy-token index.md:3
    High-entropy token-like string (may be an id, hash or a credential)
    本技能集合源自教材《3B50…878》，涵盖组织学、胚胎学及相关临床医学领域的124项核心技能。内容包括细胞与组织结构分析、器官系统发育机制、先天畸形病因解析、免疫组化与分子检测技术、临床病理关联评估等，旨在为医学生、研究人员及临床医师提供系统化、结构化的专业知识支持。
  • low Secrets in code secret-high-entropy-token README.md:1
    High-entropy token-like string (may be an id, hash or a credential)
    # 组织学与胚胎学 Hist…ion

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: optical-microscopy-and-staining-protocol/SKILL.md
  • warning missing-ref reference to a missing file: electron-microscopy-technique-selection-and-operation/SKILL.md
  • warning missing-ref reference to a missing file: tissue-image-morphometric-and-stereological-analysis/SKILL.md
  • warning missing-ref reference to a missing file: histology-and-embryology-textbook-metadata-retrieval/SKILL.md
  • warning missing-ref reference to a missing file: evaluate-histology-embryology-textbook-updates/SKILL.md
  • warning missing-ref reference to a missing file: submit-textbook-feedback-and-corrections/SKILL.md
  • warning missing-ref reference to a missing file: clinical-medicine-textbook-revision-principles/SKILL.md
  • warning missing-ref reference to a missing file: histology-key-milestones/SKILL.md
  • warning missing-ref reference to a missing file: histological-structural-levels/SKILL.md
  • warning missing-ref reference to a missing file: histology-four-core-learning-methods/SKILL.md
  • warning missing-ref reference to a missing file: new-textbook-digital-resource-access/SKILL.md
  • warning missing-ref reference to a missing file: epidermal-keratinocyte-differentiation-tracking/SKILL.md
  • warning missing-ref reference to a missing file: epithelial-tight-junction-barrier-analysis/SKILL.md
  • warning missing-ref reference to a missing file: epithelial-adherens-junction-structure-and-mechanics/SKILL.md
  • warning missing-ref reference to a missing file: desmosome-mechanical-strength-assessment/SKILL.md
  • warning missing-ref reference to a missing file: gap-junction-intercellular-communication/SKILL.md
  • warning missing-ref reference to a missing file: epithelial-tissue-regeneration-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: corneal-transparency-structural-basis/SKILL.md
  • warning missing-ref reference to a missing file: pulmonary-surfactant-and-blood-air-barrier-analysis/SKILL.md
  • warning missing-ref reference to a missing file: glomerular-filtration-barrier-structure-and-function/SKILL.md
  • warning missing-ref reference to a missing file: glomerular-filtration-barrier-permeability-analysis/SKILL.md
  • warning missing-ref reference to a missing file: placental-barrier-structure-and-substance-exchange/SKILL.md
  • warning missing-ref reference to a missing file: blood-brain-barrier-structure-function/SKILL.md
  • warning missing-ref reference to a missing file: blood-thymus-barrier-structure-function/SKILL.md
  • warning missing-ref reference to a missing file: fibronectin-mediated-extracellular-matrix-integration/SKILL.md
  • warning missing-ref reference to a missing file: fibroblast-phenotypic-transition-in-wound-healing/SKILL.md
  • warning missing-ref reference to a missing file: extracellular-matrix-molecular-sieve-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: interstitial-fluid-dynamics-edema-analysis/SKILL.md
  • warning missing-ref reference to a missing file: endochondral-ossification-stage-analysis/SKILL.md
  • warning missing-ref reference to a missing file: skeletal-muscle-fiber-type-analysis/SKILL.md
  • warning missing-ref reference to a missing file: exercise-induced-muscle-fiber-plasticity/SKILL.md
  • warning missing-ref reference to a missing file: neuron-three-part-structure-function-model/SKILL.md
  • warning missing-ref reference to a missing file: neuron-neurogenesis-and-maturation/SKILL.md
  • warning missing-ref reference to a missing file: chemical-synaptic-signal-transduction/SKILL.md
  • warning missing-ref reference to a missing file: axonal-transport-quadrant-classification/SKILL.md
  • warning missing-ref reference to a missing file: peripheral-nerve-histological-organization/SKILL.md
  • warning missing-ref reference to a missing file: peripheral-nerve-regeneration-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: central-nervous-fiber-regeneration-obstacle/SKILL.md
  • warning missing-ref reference to a missing file: autonomic-ganglion-neurotransmitter-identification/SKILL.md
  • warning missing-ref reference to a missing file: peripheral-nervous-ganglia-classification/SKILL.md
  • warning missing-ref reference to a missing file: sensory-nerve-ending-classification/SKILL.md
  • warning missing-ref reference to a missing file: motor-nerve-ending-classification/SKILL.md
  • warning missing-ref reference to a missing file: capillary-classification-and-distribution/SKILL.md
  • warning missing-ref reference to a missing file: microcirculation-composition-blood-flow-regulation/SKILL.md
  • warning missing-ref reference to a missing file: vein-histological-classification/SKILL.md
  • warning missing-ref reference to a missing file: venous-valve-structure-and-function/SKILL.md
  • warning missing-ref reference to a missing file: lymphatic-system-structure-and-function/SKILL.md
  • warning missing-ref reference to a missing file: lymph-node-filtration-and-immune-response/SKILL.md
  • warning missing-ref reference to a missing file: lymphoid-tissue-classification-and-structure/SKILL.md
  • warning missing-ref reference to a missing file: reticulocyte-count-interpretation-for-bone-marrow-function/SKILL.md
  • warning missing-ref reference to a missing file: erythroid-lineage-development-and-macrophage-support/SKILL.md
  • warning missing-ref reference to a missing file: granulocyte-development-and-stress-release/SKILL.md
  • warning missing-ref reference to a missing file: megakaryocyte-to-platelet-generation-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: hematopoietic-cell-development-staging/SKILL.md
  • warning missing-ref reference to a missing file: abo-blood-type-transfusion-hemolysis-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: erythrocyte-senescence-clearance-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: splenic-erythrocyte-clearance-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: red-blood-cell-morphology-and-gas-exchange-efficiency/SKILL.md
  • warning missing-ref reference to a missing file: immunohistochemistry-protein-detection/SKILL.md
  • warning missing-ref reference to a missing file: in-situ-hybridization-mrna-detection/SKILL.md
  • warning missing-ref reference to a missing file: histochemical-pas-reaction/SKILL.md
  • warning missing-ref reference to a missing file: langhans-cell-antigen-presentation/SKILL.md
  • warning missing-ref reference to a missing file: t-cell-thymic-selection-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: pd-1-pd-l1-immune-checkpoint-inhibition-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: pd-1-pd-l1-inhibitor-clinical-application/SKILL.md
  • warning missing-ref reference to a missing file: adenohypophysis-distal-part-cell-classification/SKILL.md
  • warning missing-ref reference to a missing file: neurohypophyseal-hormone-storage-and-release/SKILL.md
  • warning missing-ref reference to a missing file: hypophyseal-portal-system-analysis/SKILL.md
  • warning missing-ref reference to a missing file: rathke-pouch-embryology-and-clinical-implications/SKILL.md
  • warning missing-ref reference to a missing file: dnes-composition-and-function/SKILL.md
  • warning missing-ref reference to a missing file: pancreatic-islet-function-and-blood-glucose-regulation/SKILL.md
  • warning missing-ref reference to a missing file: neuroendocrine-reproductive-cycle-regulation/SKILL.md
  • warning missing-ref reference to a missing file: neuroendocrine-gland-malformation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: follicle-development-staging/SKILL.md
  • warning missing-ref reference to a missing file: ovarian-follicle-development-hormonal-regulation/SKILL.md
  • warning missing-ref reference to a missing file: corpus-luteum-development-hormone-secretion/SKILL.md
  • warning missing-ref reference to a missing file: endometrial-cyclic-changes-analysis/SKILL.md
  • warning missing-ref reference to a missing file: zona-pellucida-composition-fertilization-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: cryptorchidism-infertility-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: ambiguous-genitalia-ais-differential-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: twin-type-classification/SKILL.md
  • warning missing-ref reference to a missing file: multiple-pregnancy-etiology-analysis/SKILL.md
  • warning missing-ref reference to a missing file: juxtaglomerular-complex-and-blood-pressure-regulation/SKILL.md
  • warning missing-ref reference to a missing file: proximal-tubule-reabsorption-secretion/SKILL.md
  • warning missing-ref reference to a missing file: congenital-hirschsprung-disease-pathogenesis/SKILL.md
  • warning missing-ref reference to a missing file: midgut-rotation-and-reduction-process/SKILL.md
  • warning missing-ref reference to a missing file: cloacal-septation-into-rectum-and-urogenital-sinus/SKILL.md
  • warning missing-ref reference to a missing file: hepatic-lobule-structure-exchange-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: hepatobiliary-embryogenesis-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: yolk-stalk-remnant-malformation-spectrum/SKILL.md
  • warning missing-ref reference to a missing file: congenital-inguinal-hernia-mechanism-analysis/SKILL.md
  • warning missing-ref reference to a missing file: respiratory-mucosal-defense-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: retinal-photoreceptor-cell-analysis/SKILL.md
  • warning missing-ref reference to a missing file: limbal-stem-cell-function-and-clinical-application/SKILL.md
  • warning missing-ref reference to a missing file: aqueous-humor-circulation-glaucoma-risk/SKILL.md
  • warning missing-ref reference to a missing file: spiral-organ-structure-hearing-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: ampullary-crest-angular-acceleration-perception/SKILL.md
  • warning missing-ref reference to a missing file: vestibular-linear-acceleration-perception/SKILL.md
  • warning missing-ref reference to a missing file: inner-ear-labyrinth-lymphatic-analysis/SKILL.md
  • warning missing-ref reference to a missing file: embryonic-folding-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: trilaminar-embryonic-disc-formation/SKILL.md
  • warning missing-ref reference to a missing file: mesoderm-trilaminar-differentiation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: neural-tube-formation-and-neural-crest-differentiation/SKILL.md
  • warning missing-ref reference to a missing file: neural-tube-defects-classification-and-etiology/SKILL.md
  • warning missing-ref reference to a missing file: cerebral-and-cerebellar-cortical-histogenesis/SKILL.md
  • warning missing-ref reference to a missing file: congenital-heart-defect-embryogenesis-analysis/SKILL.md
  • warning missing-ref reference to a missing file: tetralogy-of-fallot-diagnosis/SKILL.md
  • warning missing-ref reference to a missing file: conjoined-twins-formation-and-classification/SKILL.md
  • warning missing-ref reference to a missing file: cleft-lip-embryology-and-classification/SKILL.md
  • warning missing-ref reference to a missing file: cleft-palate-embryology-and-classification/SKILL.md
  • warning missing-ref reference to a missing file: congenital-ear-malformation-classification/SKILL.md
  • warning missing-ref reference to a missing file: congenital-eye-malformation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: congenital-hydrocephalus-diagnosis-and-management/SKILL.md
  • warning missing-ref reference to a missing file: congenital-malformation-three-tier-prevention/SKILL.md
  • warning missing-ref reference to a missing file: environmental-genetic-teratogenic-risk-assessment/SKILL.md
  • warning missing-ref reference to a missing file: embryonic-teratogenic-sensitivity-staging/SKILL.md
  • warning missing-ref reference to a missing file: prenatal-screening-indicators-and-detection-rates/SKILL.md
  • warning missing-ref reference to a missing file: china-birth-defects-epidemiology-and-intervention/SKILL.md
  • warning missing-ref reference to a missing file: bcg-attachment-and-internalization-mechanism/SKILL.md
  • warning missing-ref reference to a missing file: bcg-direct-cytotoxic-effect-on-bladder-cancer/SKILL.md
  • warning missing-ref reference to a missing file: bcg-induced-cytokine-network-analysis/SKILL.md
  • warning missing-ref reference to a missing file: bcg-mucosal-immune-activation-analysis/SKILL.md
  • warning missing-ref reference to a missing file: mycobacterium-tb-classification-transmission/SKILL.md
  • warning missing-ref reference to a missing file: melanocyte-function-and-skin-pigmentation-mechanism/SKILL.md
  • note frontmatter-key unknown frontmatter key "repository"
  • note frontmatter-key unknown frontmatter key "type"
  • note frontmatter-key unknown frontmatter key "categories"
  • note frontmatter-key unknown frontmatter key "skillCount"
  • note frontmatter-key unknown frontmatter key "supportedLanguages"

Process rating: all ten parameters 20/100

Will not run. References files that are not bundled: optical-microscopy-and-staining-protocol/SKILL.md, electron-microscopy-technique-selection-and-operation/SKILL.md, tissue-image-morphometric-and-stereological-analysis/SKILL.md
  • 0Tools and files. 124 referenced file(s) missing: optical-microscopy-and-staining-protocol/SKILL.md, electron-microscopy-technique-selection-and-operation/SKILL.md, tissue-image-morphometric-and-stereological-analysis/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
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 3998 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 57: 120–800 characters recommended
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +4Structure: 19 headings
  • +4Has examples (1 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 52.

External checks

ClawHub: suspicious
This is a legitimate-looking medical education skill pack, but several subskills give direct clinical treatment, diagnosis, and lab-procedure guidance without enough runtime safety boundaries.
LLM: suspicious (high) · VirusTotal: · 7 Jun 2026