AC psych-paper-deconstruction
心理学文献精读拆解助手。输入心理学论文（PDF/Word/文本），自动梳理研究假设、实验范式、自变量因变量、统计方法、研究局限与现实现实引申等结构化分析，输出可直接用于专业课作业的精读报告。触发词：精读论文、拆解文献、分析心理学论文、paper deconstruction、文献精读、论文拆解、实验范式分析。This skill should be used when a user provides a psychology research paper and wants a structured close-reading analysis covering hypotheses, experimental design, variables, statistics, limitations, and practical implications. Suitable for applied psychology coursework assignments.
心理学文献精读拆解助手。输入心理学论文（PDF/Word/文本），自动梳理研究假设、实验范式、自变量因变量、统计方法、研究局限与现实现实引申等结构化分析，输出可直接用于专业课作业的精读报告。触发词：精读论文、拆解文献、分析心理学论文、paper…
As a process C 59/100 · Has gaps — weak spots: when it triggers, running it twice, progress reporting
How to improve
- 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 · 0
✓ No critical or high findings
Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 59/100
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 1 mutating operations with no state check
- 55Failures and branches. 1 branches
- 60Tools and files. Uses tools (web) that frontmatter does not declare
- 60Steps. 67 steps, 6 vague phrases
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2043 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)
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +3Description length 437: enough signal without eating the budget
- +4Structure: 19 headings
- +3Step-by-step instructions: 67 items
- +3Output format is stated explicitly
- +4Reference files are cited in the instructions (1 of 1)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.