2 Commits

Author	SHA1	Message	Date
Alejandro Gutiérrez	5324542e72	feat(reputation-report): Add production-grade reputation report generator v8 ... Production fixes: - Cross-business join safety: all queries join on (review_id, business_id) - Timestamp normalization: iso_z() for all output timestamps - Score formula alignment: matches PERIOD_SCORES_QUERY for consistency - Invariant check: fails if scores.overall != comparisons.current - primary_run_id: uses max(created_at) in time_window mode - Language normalization: auto/auto-detect -> unknown - Review language: majority voting over spans per review Executive summary guardrails: - Weakness priority: negative driver > qualifying dip > none - Dip qualification: within 90 days AND review_count >= 3 - Most recent dip selection when multiple qualify - No contradiction: "dip" cannot pair with "no major issues" - Action grounding: must tie to cited weakness or top positive driver CLI options: - --no-summary: disable executive summary - --require-summary: exit code 2 if LLM fails - --summary-model: configurable model (default gpt-4o-mini) Includes unit test suite (16 tests) for narrative guardrails. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>	2026-01-31 23:10:25 +00:00
Alejandro Gutiérrez	7d720f5378	feat: Add reviewiq-pipeline package for LLM-powered review classification ... Implement a standalone Python package for processing customer reviews through a 4-stage pipeline using URT (Universal Review Taxonomy) v5.1: - Stage 1: Normalization (text cleaning, language detection, deduplication) - Stage 2: LLM Classification (OpenAI/Anthropic span extraction with URT codes) - Stage 3: Issue Routing (deterministic issue ID generation, span linking) - Stage 4: Fact Aggregation (time series metrics for dashboards) Package includes: - TypedDict contracts matching Pipeline-Contracts-v1.md - Async database layer with asyncpg and 5 SQL migrations - LLM client abstraction supporting both OpenAI and Anthropic - Sentence-transformers integration for embeddings - Validation rules V1.x through V4.x - CLI commands: migrate, run, validate, check - 55 unit and integration tests (all passing) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>	2026-01-24 18:07:11 +00:00