AD brightdata
Web scraping and search via Bright Data API. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOCKER_ZONE. Use for scraping any webpage as markdown (bypassing bot detection/CAPTCHA) or searching Google with structured results.
As a process D 43/100 · Unfinished process — weak spots: steps, when it triggers, inputs and preconditions
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: 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 43/100
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 0Progress reporting. Says nothing while it works
- 20When it triggers. No condition that starts the skill
- 25Steps. 1 steps
- 30Running it twice. 2 mutating operations with no state check
- 40Consistency. Frontmatter name (brightdata) differs from the folder (bright-data)
- 60Result and completion. Output format stated, no completion criterion
- 100Tools and files. No external tools needed
- 100Execution cost. Instruction body is 269 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)
- +3No numbered steps or checklist
- +1No license
- +2Single-language instructions
- +3Description length 222: enough signal without eating the budget
- +4Structure: 8 headings
- +3Output format is stated explicitly
- +4Has examples (4 code blocks)
- +3All 2 scripts are documented
Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.
External checks
ClawHub: suspicious
This Bright Data skill is purpose-aligned for web scraping and search, but its search script has a real command-injection flaw in the pagination argument that warrants Review before installation.
LLM: suspicious (high) · VirusTotal: benign · 10 Sept 2026