AA link-transcriber
Turn a Douyin or Xiaohongshu link into a concise summary, an actionable todo list, and a recommended reminder time. The hosted service handles the platform access on the server side, and the user only needs to paste the link.
As a process A 82/100 · Runs to the end — weak spots: progress reporting
ProcedureInfrastructureWriting and documentsPersonal productivitytype and topics are labelled automatically from the skill text
How to improve
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 · 0
✓ No critical or high findings
Files scanned: 11. 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 82/100
- 0Progress reporting. Says nothing while it works
- 60Tools and files. Uses tools (web, python) that frontmatter does not declare
- 60Result and completion. Output format stated, no completion criterion
- 70Inputs and preconditions. Inputs and preconditions are listed
- 100Steps. 110 steps
- 100When it triggers. States when to use and when not to
- 100Failures and branches. 22 branches, has a failure section
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 2799 tokens
- 100Running it twice. Mutating operations check current state
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
- -5TODO / placeholder text left in the skill
- -41 reference files, but SKILL.md never points to them: the model will not open them
- -32 of 3 scripts are never mentioned in SKILL.md
- +2Single-language instructions
- +4Description says when NOT to use the skill
- +3Description length 225: enough signal without eating the budget
- +4Structure: 8 headings
- +3Step-by-step instructions: 110 items
- +3Output format is stated explicitly
- +4Has examples (1 code blocks)
- +1License stated
Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.
External checks
ClawHub: suspicious
The skill mostly behaves like a disclosed hosted link summarizer, but its install metadata advertises unrelated high-impact crypto and purchase capabilities and it can implicitly send pasted links to a hosted service.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026