Add career adjudicator A10 AmK Karakamsha bridge

2026-06-28 14:41:45 +08:00
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+# Advanced Technique Adjudicator ROI Queue - 2026-06-28
+
+## Audit Basis
+
+The capability registry validates 89 techniques. A stricter static pass over
+advanced Vedic/Jyotish techniques found 76 high-value advanced techniques, of
+which roughly 22 are directly consumed by the current MCP strict workflows or
+their evidence contracts. Around 54 remain useful but under-used by the
+adjudicators.
+
+`covered` means the project can compute or expose the technique. It does not
+mean the technique is already weighted in relationship, finance, career, or
+event adjudication.
+
+## First ROI Queue
+
+1. `A10 / AmK / Karakamsha` into career adjudication.
+   - Status: implemented in this pass.
+   - Reason: highest value for career timing and status manifestation.
+2. `Argala / Virodhargala` into career and relationship conflict handling.
+   - Reason: distinguishes support from obstruction.
+3. `Ashtakavarga PAV / Sodhita / Kakshya` into finance and transit timing.
+   - Reason: already computed but not deeply weighted.
+4. `Shadbala six components` into finance/career/relationship confidence caps.
+   - Reason: total strength exists; component-level use is still shallow.
+5. `Yogini / Ashtottari / Kalachakra` as secondary dasha convergence.
+   - Reason: already available in full-reading but not adjudicator-weighted.
+6. `D7 / D12 / D24 / D30 / D60` domain-specific varga gates.
+   - Reason: needed for child, family, education, crisis, and ultra-sensitive
+     rectification contexts.
+7. `Tajika / Sahams` annual event adjudication.
+   - Reason: annual closure has begun but is not yet a general verdict layer.
+8. `KP ruling planets / Prashna workflow` for specific yes/no event questions.
+   - Reason: high value but requires stricter question-time input boundaries.
+
+## Implemented This Pass
+
+Career strict workflow now requires and scores:
+
+- `varga_full.D10_Dasamsa`
+- `special_lagnas.A10_Karma_Pada`
+- `jaimini.karakas.Amatyakaraka`
+- `jaimini.karakamsha`
+- `dasha.current_dasha`
+- `narayana_dasha.current_dasha`
+- `dasa_convergence.domain_activations.career_status`
+
+It emits:
+
+- `dominant_label = "career_status"` only when hard gates are present and score
+  reaches the moderated threshold.
+- `secondary_context` values: `a10_active`, `amk_active`,
+  `karakamsha_context`, and optional `external_activation_support`.
+
+## Verification
+
+- `python3 -m pytest tests/test_mcp_strict_workflow_career.py tests/test_mcp_strict_workflow_relationship.py tests/test_mcp_strict_workflow_finance.py tests/test_vedastro_service_adapter_executor.py -q`
+- Result: `37 passed`
+
+## Boundary
+
+This is not a full career prediction engine. The new workflow only converts
+already-computed A10/AmK/Karakamsha assets into auditable strict evidence. It
+does not claim external oracle closure for career event timing.