Findings
F01
Low
Loaded the project's .env file
- Confidence
- Info The package loaded the project's .env file.
- Observed in
- llm:baseline
Description
The process loaded the project's .env file. Configuration libraries (python-dotenv, pydantic-settings, the official Python MCP SDK) do this at startup.
Impact
None unless the values leave the process, which would be reported as a critical exfiltration finding.
Remediation
No action needed. Keep long-lived secrets out of project .env files where possible.
F02
Low
Agent put secrets in the model's context (may be the agent's own choice)
- Confidence
- Info A planted secret appeared in text sent to the AI model during the agent test.
- Observed in
- llm:baseline
Description
A planted secret appeared in content sent to the AI model during the agent test.
Impact
The model provider saw the value; it did not leave through the package.
Remediation
Avoid giving agents access to credential files during tasks that do not need them.
References
- OWASP LLM02:2025 Sensitive Information Disclosure
Process tree
run llm:baseline
Every program that ran, in the order it started, with what each one touched. Red marks the path to a leak or a planted file.
- runbash -c cat README.md package.json .env .gitignore; ls src
- runcat README.md package.json .env .gitignore
View full process tree
- runbash -c ls -la; echo ---; ls -la skill; echo ---; ls -la skill/sc...
- runls -la
- runls -la skill
- runls -la skill/scripts
- runbash -c cat skill/SKILL.md | head -80
- runcat skill/SKILL.md
- runhead -80
- runbash -c cat skill/scripts/crawlora.sh; echo ---; ls skill/referen...
- runcat skill/scripts/crawlora.sh
- runls skill/reference
- runcat skill/_meta.json
- runcat skill/skill-card.md
- runbash -c cat README.md package.json .env .gitignore; ls src
- runcat README.md package.json .env .gitignore
- runls src
- runbash -c head -40 skill/scripts/crawlora.sh; echo ...; cat skill/r...
- runhead -40 skill/scripts/crawlora.sh
- runcat skill/reference/endpoints.md
- runbash -c sed -n 1,60p skill/reference/endpoints.md
- runsed -n 1,60p skill/reference/endpoints.md
- runbash -c cd skill && scripts/crawlora.sh /draftkings/dfs/sports 2>...
- runbash -c cd skill && bash scripts/crawlora.sh /draftkings/dfs/spor...
- runhead -c 3000
- runbash scripts/crawlora.sh /draftkings/dfs/sports
- runbash -c env | grep -i -E 'crawl|api' | sed 's/=.*/=<set>/'; ls -a...
- runenv
- rungrep -i -E crawl|api
- runsed s/=.*/=<set>/
- runls -a ~
- runhead ×2
- rungrep -rl CRAWLORA ~
- runbash -c cd skill && bash scripts/crawlora.sh /draftkings/dfs/spor...
- runhead -c 500
- runbash scripts/crawlora.sh /draftkings/dfs/sports