Real ChatGPT answer · index seedxMHn4eNhkQocompleteB2B software · cybersecurityhowto

How do I run a software bill of materials scan on the custom python scripts we use for our family budgeting spreadsheet to make sure there are no vulnerable open source libraries hidden inside

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How do I run a software bill of materials scan on the custom python scripts we use for our family budgeting spreadsheet to make sure there are no vulnerable open source libraries hidden inside
1 real search · 1 real-search pass
official Syft documentation generate CycloneDX SBOM directory Grype scan SBOM pip-audit documentation Python requirementsGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
official Syft documentation generate CycloneDX SBOM directory Grype scan SBOM pip-audit documentation Python requirements Google ↗
  1. Official Syft project · github.com
  2. Official Grype project · github.com
  3. official Grype scanning documentation · oss.anchore.com
  4. CycloneDX Tool Center · cyclonedx.org
  5. Official pip-audit project · github.com
  6. official project · github.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official Syft documentation generate CycloneDX SBOM directory Grype scan SBOM pip-audit documentation Python requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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