Evidence · first-party tested

Treats project names and fragments as skills, including parse 500, real-time sales forecasting dashboard, aws lambda + s3, automation tool, react dashboard, ci, and cd.

⚠ Struggled🧾 artifact-verifiedHrFlow →
Input — the actual file we sent
Multi-column sidebar resume — Priya Sharma
A two-column/sidebar PDF resume for candidate Priya Sharma with mixed reading order and a split header. It is designed to test layout-aware parsing and extraction from sidebar content.
Output — unretouched
tool output
The observation

Treats project names and fragments as skills, including 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.
Same input, other tools
Affinda ✗ FailedHireability ✗ Failed
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com