Files
hate_crack/tests
Justin BollingerandClaude 6448f550ee feat(llm): pre-fill LLM target industry/location from local model research
Target-info mode (menu 12) asked for company, industry, and location as three
blank prompts. Once the company name is known the local Ollama model can often
supply the other two, so ask it and offer the answers as editable defaults.

- llm.research_target(): TargetResearchInput/TargetResearchOutput schemas plus a
  research SystemPromptGenerator that tells the model to return empty strings
  when it does not genuinely recognize the organization, so an unknown small
  client yields blank prompts instead of a confident hallucination.
  APITimeoutError is translated to LLMTimeoutError like generate_candidates.
- clean_research_field(): strips, collapses whitespace, caps at 80 chars, and
  turns anything non-string into "" so model output cannot be pasted unbounded
  into a prompt default.
- main.hcatOllamaResearchTarget(): runs the call inside the existing spinner and
  degrades to blank suggestions on timeout or any other failure, so research can
  never block the attack.
- attacks.ollama_attack(): shows suggestions as "Industry (freight rail): "
  defaults, labelled explicitly as the model's GUESSES rather than OSINT.
- New ollamaAutoResearch config toggle (default true) in both config examples.

Research uses only the configured local Ollama server; the client name is never
sent to a search engine or third-party company-data API.

Co-Authored-By: Claude <noreply@anthropic.com>
2026-07-24 18:42:50 -04:00
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