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BD pharmacology-pmph-10edition

基于人民卫生出版社《药理学》第10版的临床药学技能手册 — 180 项核心药理学技能

ClawHub Agent Skills author: xllstudio v1.0.0 MIT-0 80 files body ≈ 250 tokens Open the sourceclawhub.ai analyzed 34 h ago

基于人民卫生出版社《药理学》第10版的临床药学技能手册 — 180 项核心药理学技能

As a process D 38/100 · Unfinished process — weak spots: steps, result and completion, when it triggers

ReferenceAI and agentstype and topics are labelled automatically from the skill text
JSON
Technical rating
B
85/100
safety, quality, tests
Safety 60%
99
Quality 40%
64
Run on models
none yet
Process rating
D
38/100
Unfinished process
Steps w 15
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.
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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Secrets in code secret-high-entropy-token README.md:28
    High-entropy token-like string (may be an id, hash or a credential)
    本技能集合源自权威教材《715E…ad7》,系统涵盖药理学核心知识体系,包括药物作用机制、临床合理用药、不良反应管理、特殊人群剂量调整、抗菌与抗肿瘤治疗策略、神经系统药物应用、心血管药理、内分泌与代谢药物调控、免疫调节治疗及新药研发原理等180项关键技能。内容紧密结合国家医学教育标准与临床实践指南,适用于医学生、住院医师及临床药师提升药理决策

Files scanned: 6. 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")

Process rating: all ten parameters 38/100

  • 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
  • 100Tools and files. No external tools needed
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 250 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
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • -212 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +4Structure: 5 headings
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 64.

External checks

ClawHub: suspicious
This text-only pharmacology skill pack has no malware-like behavior, but it gives high-risk clinical treatment guidance with inconsistent and under-scoped safety boundaries.
LLM: suspicious (high) · VirusTotal: · 7 Jun 2026