fix(orchestrator): Force synthesis when ReportAgent doesn't run (P1)

Merge main into dev: P2 bug fixes + CodeRabbit feedback

fix(p2): Resolve duplicate report content and first-turn timeout bugs (#123)

docs: Add P2 bug reports for first agent turn timeout and duplicate report content

docs: Deep technical analysis of P2 duplicate report bug

docs: Add P2 duplicate report content bug

docs: Add known content quality limitations for 7B Free Tier

docs: Update architecture docs with current state

docs: Archive implemented specs (SPEC-13, SPEC-14)

docs: Update SPEC_14 status to Implemented and revise last updated date

docs: Verify SPEC-13 implementation complete, add integration test (#122)

fix(huggingface): P1 Free Tier tool execution - Remove premature marker (#121)

fix(docs): Add language specifier to fenced code block

fix(gradio): Prevent examples from auto-submitting on click

docs: Organize and archive implemented specs

docs: Organize and archive resolved bug documentation

docs: Add P1 bug doc for HuggingFace Novita 500 error

fix(P0): Implement Accumulator Pattern to resolve Repr Bug (#117)

fix: Address CodeRabbit review feedback

docs: Update P0 bug doc - Bug #1 fixed, Bug #2 upstream issue filed

fix(P0): Complete HuggingFace tool calling integration and document framework display bug

fix(P0): Complete bi-directional tool support for HuggingFace (sync+streaming)

fix(P0): Implement proper AIFunction serialization for HuggingFace

docs: Add P0 AIFunction serialization bug (Free Tier broken)

docs: Add P3 progress bar bug + mark P1 HF 401 as resolved

fix(P1): Resolve HuggingFace 401 - invalid token was root cause

docs: Restore full history to bug doc

fix(auth): Robust HF_TOKEN loading and debug logging for Partner API auth failure

fix(P1): Switch from Llama-3.1-70B to Qwen2.5-72B for HuggingFace free tier

feat(SPEC-16): Unified Chat Client Architecture (#115)

fix: Address all CodeRabbit review nitpicks

fix(perf): Implement P2 Phases 2 & 3 (Pre-warming + Gradio Progress)

docs: SPEC_16 verified and corrected against codebase

docs: Update P2 and SPEC-15 status to reflect implementation

docs: Update SPEC_16 with namespace neutrality and Gemini strategy

docs: Add SPEC_16 Unified Chat Client Architecture

docs: Add P2 cold start dead zones bug (#108)

docs: Mark P1 chain-of-thought bug as resolved (PR #107)

fix: P1 Advanced Mode chain-of-thought interpretability (#106)

docs: P1 bug for uninterpretable chain-of-thought events (#106)

fix: P0 Advanced Mode timeout synthesis + CodeRabbit recommendations

docs: Add PR #103 reference and verification status to bug tracker

fix: Resolve Free Tier synthesis issue with server-side API keys

feat: Implement Free Tier synthesis using HuggingFace Inference

fix: P0 provider mismatch and code quality audit fixes (#102)

feat(search): SPEC_13 Evidence Deduplication (#98)

docs: fix repeated word beginnings in diagnostic steps (CodeRabbit)

docs: organize root files and add P1 synthesis fallback bug report

feat(SPEC_12): implement narrative report synthesis using LLM

feat(SPEC_11): finalize transition to Sexual Health Research Specialist