Evidence · first-party tested

Pollutes the skills list with project fragments and generic pieces such as 'parse 500', 'real-time sales forecasting dashboard', 'aws lambda + s3', 'automation tool', 'react dashboard', 'ci', and 'cd'.

✗ FailedHrFlow
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column, sidebar-style resume for Priya Sharma designed to test whether parsers can preserve reading order and correctly extract content from split layouts.
Output — unretouched
tool output
Output — unretouched
tool output
The observation

Pollutes the skills list with project fragments and generic pieces such as 'parse 500', 'real-time sales forecasting dashboard', 'aws lambda + s3', 'automation tool', 'react dashboard', 'ci', and 'cd'.

Criterion: Noise in output · Scenario: Multi-column sidebar resume — Priya Sharma (group: resume-parsing-benchmark)
Query this
get_evidence({
  tool: "hrflow",
  scenario: "resume-parsing-benchmark"
})
MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com