salary-market-scanner
salary-market-scanner is an Offers & hiring operations skill for AI agents, published by tinyfish-io in the tinyfish-cookbook repository on GitHub. Skillspace rates salary-market-scanner D (68/100) and it passed the safety scan; a judge model has also reviewed it.
Scan live job boards and salary databases to find real-time compensation data for any role and location. Use this skill when a user asks "what's the going rate for a senior React engineer in London", "software engineer salary Singapore", "how much do ML engineers make", "what should I be earning as a [role]", "is my salary competitive", "what does [company] pay for [role]", "salary range for [job title] in [city]", or any request to find out what a role pays in a specific market.
- Grade
- D
- Quality
- 68 / 100
- Safety
- Passed
- GitHub stars
- 2,075
Placed #3 of 6 in the judged category final for Offers & hiring operations.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. Built on the public TinyFish CLI for web scraping
Judge review
Placed #3 of 6 in the judged category final for Offers & hiring operations.
- Trigger
88 88 - Instructions
85 85 - Specificity
90 90 - Safety
58 58 - Disclosure
70 70 - Maintenance
65 65
Concrete multi-source scraping workflow with per-agent strict rules, but scrapes LinkedIn/Glassdoor/Indeed with no acknowledgment of those platforms' ToS restrictions.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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