- Fixed review submission bug (item_id now uses internal database ID)
- Added comprehensive logging to review API endpoint
- Updated analysis report for Jan 1 - Mar 30, 2026 period
- Report includes all 44 manually reviewed posts
- 4 confirmed toxic, 40 false positives (90.9% FP rate)
- Improved table layout: reduced column widths, smaller text
- Fixed horizontal scrolling with max-width override
- All flagged posts now successfully reviewed and stored
Key findings:
- 7,506 posts collected, 3,938 analyzed
- Only 0.10% confirmed toxic (4 of 3,938)
- High false positive rate shows challenge of automated detection
- Most FPs were legitimate political discourse about extremism
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add {% block extra_css %} to base.html head section
- Add {% block extra_js %} to base.html before closing body tag
- Add encode_uri template filter for URL encoding
Flagged page CSS and JavaScript now load correctly, fixing:
- Filter bar styling
- Table formatting
- Review button styles and functionality
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Update web.py to use flagged_posts/flagged_mentions fields
- Matches data structure returned by analysis_helpers
Analysis dashboard and trend graph now working correctly
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Implements comprehensive toxicity analysis following the Bluesky collector architecture:
- Analyzer module with async batch processing using GPT-4o-mini
- Database schema for toxicity scores and analysis run tracking
- 12 toxicity categories (toxic, threat, hate_speech, racism, antisemitism, islamophobia, sexism, homophobia, insult, dehumanization, extremism, ableism)
- Web interface routes for analysis dashboard and flagged content review
- Manual review API endpoint for human validation
- Analysis helper functions for database queries
- Dutch language support with coded political term recognition
Usage:
docker exec mastodon-collector-collector-1 python -m app.analyzer
See TOXICITY_ANALYSIS.md for full documentation.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Add Flask-based application for collecting and archiving Mastodon posts from configured accounts.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
