docs/specs/archive/SPEC_11_SEXUAL_HEALTH_FOCUS.md

SPEC_11: Sexual Health Research Specialist (Final Polish)

Status: APPROVED Priority: P0 (Critical Fix) Effort: Low (Cleanup & Polish) Related Issues: #75, #89

1. Executive Summary

DeepBoner is exclusively a Sexual Health Research Agent. The codebase is currently in a transitional state where "General" and "Drug Repurposing" modes were architecturally removed, but significant artifacts (docstrings, default arguments, variable names, and examples) remain.

This specification dictates the complete eradication of non-sexual-health concepts from the codebase to ensure a consistent, focused, and professional product identity.

2. The Rules of Engagement

1. No "General" Defaults: The string literal "general" shall not exist as a default value for any domain parameter.
2. No "Drug Repurposing" References: Terms like "metformin", "alzheimer", "cancer", "aspirin" in examples must be replaced with sexual health examples.
3. Single Source of Truth: src.config.domain.ResearchDomain.SEXUAL_HEALTH is the only valid domain.
4. Ironclad Tests: Tests must use sexual health queries (e.g., "libido", "testosterone", "PDE5") to ensure the domain logic is actually exercising the production paths.

3. Implementation Plan

3.1. Code Cleanup (src/)

src/app.py

• Logic Fix: Change domain_str = domain or "general" to domain_str = domain or "sexual_health".
• Signature Fix: Change domain: str = "general" to domain: str = "sexual_health".
• Docstring Fix: Remove (e.g., "general", "sexual_health").

src/mcp_tools.py

• Signature Fix: Update search_pubmed and search_all_sources to default domain="sexual_health".
• Docstring Fix: Update examples from "metformin alzheimer" to "testosterone libido".
• Argument Description: Remove (general, drug_repurposing, sexual_health) list.

src/tools/*.py

• clinicaltrials.py, query_utils.py, tools.py: Replace all "metformin/alzheimer" example strings with sexual health examples.

src/config/domain.py

• Comment Fix: Remove # Get default (general) config.

3.2. Test Suite Alignment (tests/)

tests/unit/agent_factory/test_judges.py

• Replace metformin alzheimer test queries with sildenafil efficacy.

tests/unit/tools/test_query_utils.py

• Ensure synonym expansion tests use relevant terms (or generic ones that don't imply a different domain).

tests/unit/mcp/test_mcp_tools_domain.py

• Verify defaults are "sexual_health", not "general".

4. Verification Checklist

• Grep Audit: grep -r "general" src/ should return zero results where it refers to a domain default.
• Grep Audit: grep -r "metformin" src/ should return zero results.
• Functionality: src/app.py runs without crashing when domain is None (defaults to sexual_health).
• Tests: All 237+ tests pass.

5. Success State

When this spec is implemented, a developer reading the code should see zero evidence that this agent was ever intended for anything other than Sexual Health research.