Jyotisha/docs/research/ACTIVE_FRONTS.md

# Active Fronts

This file is the small index for the current engineering fronts that still drive code changes.

## 生时校正验证完整性（2026-09-20）

- [申报偏差敏感性](reported_offset_2026_09_20.md)：申报中心搜索窗与真值出窗，不能当真实用户准确率。
- [固定口径重跑与契约](sealed_holdout_rerun_2026_09_20.md)：已曝光 v3 的当前实现成绩，不是新的独立盲测；确认门关闭。
- [v5 独立封存采集协议](sealed_holdout_v5_protocol_2026_09_20.md)：本轮只出协议，不采事件。
- 前置结论：[分钟分辨率两轮研究](rectification_minute_resolution_closure_2026_09_14.md)。不重走已证伪的加权重与簇合并假设。
- 验证补缺轮：[进度](../tasks/PROGRESS-rectification-validation-20260920.md)。
- 后续候选级跨午夜日期修复：[进度与独立验收](../tasks/PROGRESS-rectification-cross-midnight-20260920.md)。当前评测转至 `reported_offset_cross_midnight_2026_09_20.json` / `sealed_holdout_rerun_cross_midnight_2026_09_20.json`；旧 JSON / freeze 原字节留存，旧文档及评测器在 `history/rectification_pre_cross_midnight_2026_09_20/`。
- 尚未闭环：BUG-982 跨午夜簇跨度、BUG-983 凌晨日期锚点、BUG-984 时段缓存/回执身份；[验收补单](../tasks/TASK-rectification-cross-midnight-dasha-fix-20260920.md) 不代表批准实施。

## Shortest-Path Closure Order (2026-06-29)

To avoid scope drift, current work stays inside these four closure lanes only:

1. Relationship adjudicator closure
2. Vimsopaka + functional-role closure
3. Oracle closure batch
4. VedAstro strict ingestion

Reference plan:
- `<repo>/docs/superpowers/plans/2026-06-29-shortest-path-closure-plan.md`

Do not open new product surfaces before at least one of these four lanes is closed.

## Fragment Discipline

- Before touching strict workflow or adjudicator logic, check:
  - `<repo>/docs/research/high_value_fragment_source_map_2026_06_28.md`
  - `<repo>/docs/research/worktree_fragment_triage_2026_06_28.md`
  - `<repo>/docs/research/yoga_benchmark_case_promotion_audit_2026_06_28.md`
  - `<repo>/docs/research/promote_first_repo_truth_pack_2026_07_01.md`
  - `<repo>/docs/research/promote_second_repo_truth_pack_2026_07_01.md`
  - `<repo>/docs/research/promote_third_repo_truth_pack_2026_07_01.md`
  - `<repo>/docs/research/promote_fourth_repo_truth_pack_2026_07_01.md`
- Treat repo truth as authoritative.
- Treat `docs/research/local_drafts`, Gemini brain notes, Codex attachments, and WorkBuddy copies as candidate sources only.

## Relationship Adjudication

- `<repo>/docs/research/marriage_adjudicator_first_pass_audit_2026_06_27.md`
- `<repo>/docs/research/marriage_benchmark_summary_bridge_audit_2026_06_28.md`
- `<repo>/docs/research/isolated_asset_bridge_audit_2026_06_28.md`
- `<repo>/references/event_judgment_marriage.md`
- `<repo>/docs/superpowers/specs/2026-06-28-jaimini-marriage-bridge-v1-design.md`
- `<repo>/scripts/marriage_benchmark_summary.py`

## Career Adjudication

- `<repo>/references/event_judgment_career.md`
- `<repo>/tests/test_mcp_strict_workflow_career.py`
- `<repo>/docs/research/life_event_graph_v1_audit_2026_06_28.md`
- `<repo>/docs/research/functional_benefic_malefic_strict_layer_audit_2026_06_28.md`

## Wealth Adjudication

- `<repo>/docs/research/wealth_adjudicator_first_pass_audit_2026_06_27.md`
- `<repo>/docs/research/wealth_adjudicator_second_pass_audit_2026_06_27.md`
- `<repo>/docs/research/wealth_adjudicator_third_pass_audit_2026_06_27.md`
- `<repo>/docs/research/wealth_adjudicator_fourth_pass_audit_2026_06_28.md`
- `<repo>/docs/research/wealth_adjudicator_fifth_pass_audit_2026_06_28.md`
- `<repo>/docs/research/wealth_adjudicator_sixth_pass_audit_2026_06_28.md`
- `<repo>/docs/research/wealth_adjudicator_sixth_pass_avayogi_boundary_2026_06_28.md`
- `<repo>/docs/research/wealth_adjudicator_seventh_pass_ashtakavarga_bridge_2026_06_28.md`
- `<repo>/references/event_judgment_wealth.md`
- `<repo>/references/yogi-asc-tight-orb-wealth-freeze-guide.md`

## Oracle Closure

- `<repo>/docs/research/oracle_benchmark_inventory_latest.md`
- `<repo>/docs/research/oracle_benchmark_inventory_latest.json`
- `<repo>/docs/research/oracle_closure_master_dashboard_latest.md`
- `<repo>/docs/research/public_benchmark_dashboard_latest.md`
- `<repo>/docs/research/shadbala_absolute_oracle_comparison_audit_2026_06_28.md`
- `<repo>/docs/research/promote_first_repo_truth_pack_2026_07_01.md`
- `<repo>/docs/research/promote_second_repo_truth_pack_2026_07_01.md`
- `<repo>/docs/research/promote_third_repo_truth_pack_2026_07_01.md`
- `<repo>/docs/research/promote_fourth_repo_truth_pack_2026_07_01.md`
- `<repo>/docs/research/raman_dasha_boundary_series_oracle_seed_2026_06_28.md`
- `<repo>/docs/research/tajika_annual_closure_status_latest.md`
- `<repo>/docs/research/tajika_annual_benchmark_dashboard_latest.md`
- `<repo>/scripts/shadbala_oracle_comparison.py`
- `<repo>/references/oracle/`
- Before changing oracle-dependent adjudicator or benchmark claims, run:
  - `python3 scripts/oracle_benchmark_inventory.py --format json`

## VedAstro Adapter MVP

- `<repo>/docs/research/vedastro_parity_matrix_latest.md`
- `<repo>/docs/research/vedastro_parity_matrix_latest.json`
- `<repo>/docs/research/vedastro_fast_path_checklist_latest.md`
- `<repo>/docs/research/vedastro_fast_path_checklist_latest.json`
- `<repo>/docs/research/life_event_graph_v1_audit_2026_06_28.md`
- `<repo>/docs/research/vedastro_range_scan_allowlist_audit_2026_06_28.md`
- `<repo>/scripts/vedastro_python_bridge.py`
- `<repo>/scripts/vedastro_official_mcp_bridge.py`
- `<repo>/scripts/vedastro_method_catalog_sync.py`
- `<repo>/scripts/vedastro_fast_path_checklist.py`
- `<repo>/scripts/vedastro_service_adapter.py`
- follow only after the Jaimini marriage bridge v1 regression loop is closed
- Use the parity matrix before adding or claiming VedAstro-equivalent capability.
- Use the fast-path checklist when deciding whether a VedAstro-facing feature should go through official MCP, official Python bridge, REST adapter, or remain local-native.

## Dignity / Role Guardrails

- `<repo>/docs/superpowers/specs/2026-06-28-dignity-guardrail-v1-design.md`
- `<repo>/docs/research/dignity_guardrail_v1_boundary_audit_2026_06_28.md`
- `<repo>/docs/research/divisional_dignity_context_repair_audit_2026_06_28.md`
- `<repo>/docs/research/functional_benefic_malefic_strict_layer_audit_2026_06_28.md`
- D1-only dignity guardrail is landed.
- Divisional dignity context repair for D9/DK/Vimsopaka Navamsa is also landed.
- Still open:
  - Vimsopaka semantic mapping for `NEECHA_BHANGA / GREAT_FRIEND / GREAT_ENEMY`
  - functional role now enters strict evidence; follow-up is Technique Audit Table rendering.

## 生时校正：候选分不开（2026-09-14 收口）

- 定论页（先读这个）：`<repo>/docs/research/rectification_minute_resolution_closure_2026_09_14.md`
- 两个已被证伪的假设：加权重能拉开候选；簇合并把候选并没了（合并从未触发）。
- 未解决的只剩「区间内部并列」，目前唯一被证明有效的信息源是用户提供的带年月新经历。
- 2026-09-29 打分方法研究（脚手架，判定待 v5）：`<repo>/docs/research/rectification_scoring_research_2026_09_29.md`——似然比校准权重 / 缺席证据 / 精度追问三条流水线已在 v4 上跑通，所有判定 `pending_v5`；任务书 `docs/tasks/TASK-rectification-scoring-research-20260929.md`，前置 `TASK-rectification-holdout-expansion-20260929.md`。
- 2026-09-29 起评价集换 **v5**（77 例公开 AA，`references/real_case_calibration/minute_rectification_holdout_v5.json`）：协议 `holdout_v5_protocol_2026_09_29.md`、构建与基线成绩单 `holdout_v5_build_2026_09_29.md`。后续打分判定以 v5 为准，v4 数字只作历史对照。