Real ChatGPT answer · index seed64Att8Gbx6IcompleteB2B software · developer toolsbrand

My business partner heard about security breaches involving exposed API keys in production and wants to know if our current GitHub Actions setup is vulnerable to this.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My business partner heard about security breaches involving exposed API keys in production and wants to know if our current GitHub Actions setup is vulnerable to this.
1 real search · 1 real-search pass
GitHub Actions security hardening secrets pull_request_target OIDC least privilege official documentationGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
GitHub Actions security hardening secrets pull_request_target OIDC least privilege official documentation Google ↗
  1. Secure use reference · docs.github.com
  2. Securely using pull_request_target · docs.github.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions security hardening secrets pull_request_target OIDC least privilege official documentation
OBSERVED
Google ↗
AI Mode ↗
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