What are the exact steps we need to take for mitigating supply chain software risks in our new open source Python project before submission
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the exact steps we need to take for mitigating supply chain software risks in our new open source Python project before submission
3 real searches · 1 real-search pass
Python package supply chain security official PyPI trusted publishing attestations OpenSSF best practices dependency review pip hash checkingGoogle ↗
OBSERVEDReason
NIST SSDF SP 800-218 official secure software development framework software supply chainGoogle ↗
OBSERVEDInstruction
OpenSSF Scorecard documentation dependency pinning branch protection security policyGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Python package supply chain security official PyPI trusted publishing attestations OpenSSF best practices dependency review pip hash checking Google ↗
NIST SSDF SP 800-218 official secure software development framework software supply chain Google ↗
OpenSSF Scorecard documentation dependency pinning branch protection security policy Google ↗
- Introduction · docs.pypi.org
- Assessing Source Code Security · docs.pypi.org
- Publishing to PyPI · docs.pypi.org
- Security and Internals · docs.pypi.org
- Security Model and Considerations · docs.pypi.org
- SP 800-218, Secure Software Development Framework (SSDF) Version 1.1: Recommendations for Mitigating the Risk of Software Vulnerabilities · csrc.nist.gov
- Secure Software Development Framework · csrc.nist.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Python package supply chain security official PyPI trusted publishing attestations OpenSSF best practices dependency review pip hash checking OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIST SSDF SP 800-218 official secure software development framework software supply chain OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenSSF Scorecard documentation dependency pinning branch protection security policy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |