AB add-chinese-guides-to-paper-sections
Generate a Chinese guided-reading edition for an academic paper from a user-provided paper PDF, URL, text excerpt, abstract, or LaTeX source. Use when the user wants a Chinese guide version of a paper: section-by-section guide, key concepts, equations, figure/table reading notes, claims and evidence, questions, and a reading path. This public skill produces a reviewable guide document and stays in a reading-and-writing workflow.
Generate a Chinese guided-reading edition for an academic paper from a user-provided paper PDF, URL, text excerpt, abstract, or LaTeX source.
As a process B 77/100 · Nearly there — weak spots: inputs and preconditions, running it twice
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: 3. 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 77/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 30Running it twice. 3 mutating operations with no state check
- 60Result and completion. Output format stated, no completion criterion
- 60Failures and branches. 2 branches
- 100Tools and files. No external tools needed
- 100Steps. 36 steps
- 100When it triggers. States when to use and when not to
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1109 tokens
- 100Progress reporting. Reports progress
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)
- +1No license
- +2Single-language instructions
- +3Description length 432: enough signal without eating the budget
- +4Structure: 8 headings
- +3Step-by-step instructions: 36 items
- +3Output format is stated explicitly
- +4Has examples (2 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.