AB thesis-defense-qa-generator
Generate likely thesis, dissertation, undergraduate paper, or graduation-project defense questions and strong reference answers from a user's complete thesis, proposal, abstract, chapter draft, or defense materials. Use when users ask for oral defense preparation, viva questions, committee questions, likely questions and answers, mock defense Q&A, thesis defense scripts, or rebuttal practice. The questions and answers must use the same dominant language as the thesis unless the user requests another language.
Generate likely thesis, dissertation, undergraduate paper, or graduation-project defense questions and strong reference answers from a user's complete thesis…
As a process B 73/100 · Nearly there — 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 73/100
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 30Running it twice. 2 mutating operations with no state check
- 60Result and completion. Output format stated, no completion criterion
- 65Failures and branches. 3 branches
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Tools and files. No external tools needed
- 100Steps. 31 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 1166 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 514: enough signal without eating the budget
- +4Structure: 7 headings
- +3Step-by-step instructions: 31 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.