Sven Geboers
b6612d834a
docs(plan): subagent-based two-dimensional extremity rescoring plan
4 weeks ago
Sven Geboers
711a410df3
chore: simplify Overton scripts, update README, add stemwijzer.db to gitignore
...
- Extracted EXTREMITY_BUCKET_ORDER constant and _extremity_bucket() helper (4 duplications removed)
- Merged two-pass query loop in compute_yearly_baseline into single pass
- Removed unused import (mticker), dead code (year_titles_map), 12 obvious comments
- Extracted _fmt_axis() helper in SVD drift script
- Updated README analysis/ description to include right-wing motion analysis
4 weeks ago
Sven Geboers
e478235c84
fix(overton): correct SVD axis interpretation, drop pass rate, synthesis rewrite
...
- SVD axis 2 sign corrected: negative = nationalist (PVV -0.56, FVD -0.36), positive = kosmopolitisch (Volt +0.27). Centrists moved LEFT on both axes while right-wing moved further right culturally (+0.146 gap). 'Acceptance without conversion' named as unifying interpretation.
- U1: Figure 1 merged to single panel, pass rate removed, 5 centrist_support lines
- U2: Pass rate columns dropped from all breakpoint tables, PR narrative cut
- U3: Findings report rewritten: SVD section replaced, synthesis restructured into 3 tiers, extremity LLM bias qualified
- U4: Axis labels and sign convention added to svd_stability_report.md
- Added centrist_support_mp column (MP-weighted, correlates 0.998 with party-level)
1 month ago
Sven Geboers
76b499cdc0
feat(analysis): Overton window breakpoint analysis with opposition control and SVD drift
...
Quantify 2024 breakpoint in centrist support (d=+0.68 overall, d=+0.85 opposition-only),
domain decomposition, extremity-stratified pass rates, and manual LLM audit (75% agreement).
SVD center drift aborted due to axis instability (9/10 consecutive window pairs fail stability threshold).
1 month ago
Sven Geboers
8af27bbf04
feat: implement agent-native architecture (U1-U6)
...
Implements the agent-native architecture plan (docs/plans/2026-05-01-002-agent-native-architecture-plan.md):
- U1: Database query primitives (agent_tools/database.py)
- query_motions, query_votes, query_svd_vectors, query_party_positions, query_pipeline_status
- U2: Pipeline control primitives (agent_tools/pipeline.py)
- pipeline_run_stage, pipeline_run_full, pipeline_check_health, pipeline_get_logs, pipeline_validate_output
- U3: Analysis & report generation (agent_tools/analysis.py, reports.py)
- analyze_party_shift, analyze_axis_stability, validate_svd_labels, generate_report
- U4: Content validation primitives (agent_tools/content.py)
- validate_motion_coverage, validate_layman_explanations, suggest_svd_label, check_embedding_quality
- U5: System prompt & context injection (SYSTEM_PROMPT.md, context.py, context.md)
- U6: Parity verification tests (tests/agent_tools/test_parity.py)
Tests: 238 passed, 2 skipped
AGENTS.md updated to surface agent_tools/
2 months ago
Sven Geboers
a634ceba2d
cleanup: remove Docker, Ansible, and deployment infrastructure
...
Removes unused deployment and packaging infrastructure:
- Dockerfile and docker-compose.yml (Docker deployment not used)
- ansible/ directory (playbooks, inventory, config)
- packages/@ansible/example/ (npm package for Ansible example)
- docs/deployment/ansible-package-deploy.md
- docs/plans/2026-04-24-002-fix-docker-compose-scheduler-plan.md (obsolete)
- .github/workflows/publish-ansible-example.yml
- .github/workflows/ci-node-packages.yml (only tested packages/)
Updates:
- README.md: remove Deployment section
- docs/plans/2026-04-24-ROADMAP-stemwijzer-improvements.md: mark P1-002 as removed, update sprint 1
2 months ago
Sven Geboers
2c60f41f29
cleanup: archive stale scripts and delete orphaned generate_extra_charts
...
Archives 8 one-off/backfill/research scripts to scripts/archive/:
- compare_svd_exclude_parties.py (diagnostic)
- compute_test_batch.py (test utility)
- fill_mp_votes_parties.py (backfill)
- generate_compass.py (generates to deleted outputs/)
- inspect_axis.py (diagnostic)
- qa_similarity.py (QA script, references deleted thoughts/ledgers/)
- recompute_svd.py (one-off recompute)
- semantic_gravity_examples.py (research)
Deletes:
- generate_extra_charts.py (0 references, generates to deleted outputs/)
- tests/test_qa_similarity.py (test for archived script)
Adds:
- scripts/archive/README.md explaining archive purpose
- docs/plans/2026-05-01-001-scripts-audit-cleanup-plan.md
2 months ago
Sven Geboers
c85a367a8e
docs: add improvement roadmap, research notes, and solution docs
...
- Add 2026-04-24 ROADMAP with 5 phases / 17 items
- Add detailed implementation plans for P1-001 through P4-005
- Add research artifacts and solution docs from ledger merge
- Add test for SVD component 1 compass alignment
2 months ago
Sven Geboers
414c16ae9e
refactor: extract data loading and trajectory logic from explorer.py
...
- Move trajectory analysis to analysis/trajectory.py (+136 lines)
- Move projection helpers to analysis/projections.py (+128 lines)
- Extract tab-specific data loaders to analysis/tabs/ (8 modules, +133 lines)
- Remove 702 lines from explorer.py (data loading extracted to
analysis/explorer_data.py and new modules)
- Add axis label fallback tests (tests/test_axis_label_fallback.py)
- Add session docs: brainstorms, ideation, plans, and test-failures
3 months ago
Sven Geboers
5afbad11ad
feat: add right-wing party axis validation
...
- Add CANONICAL_RIGHT (PVV, FVD, JA21, SGP) and CANONICAL_LEFT frozensets
to analysis/config.py as the canonical source of truth
- Update analysis/svd_labels.py to import from config; re-export as
RIGHT_PARTIES/LEFT_PARTIES for backward compatibility
- Add build_window_party_scores helper to analysis/explorer_data.py
- Add 7 integration tests in tests/test_axis_political_orientation.py
validating that canonical right parties appear on the right side of SVD
axes (x=component 1, y=component 2) using real DuckDB data
3 months ago
Sven Geboers
1dbf8da3a2
docs: move active plan to docs/plans/
3 months ago
Sven Geboers