AB thesis-abstract-keyword-writer
Write academically rigorous Abstract and Keywords sections for theses, dissertations, undergraduate papers, graduation theses, journal-style papers, research reports, and proposals from a user's complete thesis, chapter draft, abstract draft, results, discussion, conclusion, contribution, and school requirements. Use when users ask to write, draft, polish, shorten, expand, structure, translate, or generate 摘要/关键词, Abstract/Keywords, structured abstracts, Chinese abstracts, English abstracts, bilingual abstracts, or keyword lists. Default to the same dominant language as the thesis unless the user requests another language or bilingual output.
As a process B 79/100 · Nearly there — weak spots: 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 79/100
- 0Progress reporting. Says nothing while it works
- 50When it triggers. No condition that starts the skill
- 60Result and completion. Output format stated, no completion criterion
- 60Failures and branches. 2 branches
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Tools and files. No external tools needed
- 100Steps. 37 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1285 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)
- +4No input/output examples
- +1No license
- +2Single-language instructions
- +3Description length 650: enough signal without eating the budget
- +4Structure: 7 headings
- +3Step-by-step instructions: 37 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.