{
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  "brief": "Implement the approved narrow coaching pipeline from /home/cube/projects/richard/traning coach/.gjc/_session-019f8455-334a-7000-99ca-318dfd0e06b1/plans/ralplan/5d6f0f32-0de0-4f65-9a78-c57de328be71/pending-approval.md (sha256 088e8b91d8966cc9638c0216221bcb04557e51715df390a9ee3c9f311128b1c2): approved Choi-coach principle retrieval and verified customer memory/playbook inputs, typed Choi-coach draft decisions, deterministic fact/safety validation, separate Korean expression polishing, final invariant validation, and privacy-safe evidence receipts. Preserve code-authoritative facts, decisions, actions, timing, safety, approval/delivery state, current Telegram routing, and canonical fallback. Modify only the existing Korean humanizer/coaching grounding integration and directly related tests/docs. Use fallback OpenAI agents only, never Kimi/Kimi3. Do not send Telegram messages, call live providers, deploy, restart services, modify synthetic data, credentials, or unrelated code.",
  "gjcGoalMode": "aggregate",
  "gjcObjective": "Complete the durable ultragoal plan in .gjc/ultragoal/goals.json, including later accepted/appended stories, under the original brief constraints; use .gjc/ultragoal/ledger.jsonl as the audit trail.",
  "goals": [
    {
      "id": "G001",
      "title": "Implement the approved narrow coaching pipeline from /home/cube/projects/rich...",
      "objective": "Implement the approved narrow coaching pipeline from /home/cube/projects/richard/traning coach/.gjc/_session-019f8455-334a-7000-99ca-318dfd0e06b1/plans/ralplan/5d6f0f32-0de0-4f65-9a78-c57de328be71/pending-approval.md (sha256 088e8b91d8966cc9638c0216221bcb04557e51715df390a9ee3c9f311128b1c2): approved Choi-coach principle retrieval and verified customer memory/playbook inputs, typed Choi-coach draft decisions, deterministic fact/safety validation, separate Korean expression polishing, final invariant validation, and privacy-safe evidence receipts. Preserve code-authoritative facts, decisions, actions, timing, safety, approval/delivery state, current Telegram routing, and canonical fallback. Modify only the existing Korean humanizer/coaching grounding integration and directly related tests/docs. Use fallback OpenAI agents only, never Kimi/Kimi3. Do not send Telegram messages, call live providers, deploy, restart services, modify synthetic data, credentials, or unrelated code.",
      "status": "superseded",
      "createdAt": "2026-07-28T13:55:56.696Z",
      "updatedAt": "2026-07-28T17:50:47.046Z",
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      "evidence": "Replacement blocker story G003 completed with fresh receipt 4f33f827-83bd-4646-a46d-859e5d51152d, 344 focused tests, 39 parity tests, architect approval, and terminal critic OKAY; it supersedes stale receipt e6c366da-eab2-4412-a5a0-5c5247d8703e.",
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        "gjcObjective": "Complete the durable ultragoal plan in .gjc/ultragoal/goals.json, including later accepted/appended stories, under the original brief constraints; use .gjc/ultragoal/ledger.jsonl as the audit trail.",
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      "title": "Resolve guarded pipeline closure blockers",
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      "startedAt": "2026-07-28T15:46:54.379Z",
      "evidence": "Resolved by verification blocker story G003: Closed all guarded pipeline revision and typed-boundary blockers; supersedes premature receipt e6c366da-eab2-4412-a5a0-5c5247d8703e. Final evidence: 344 focused Gateway tests, 39 profile parity tests, py_compile exit 0, architect CLEAR/APPROVE, terminal critic OKAY, no live boundaries."
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      "startedAt": "2026-07-28T17:49:33.874Z",
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      "evidence": "Resolved by verification blocker story G004: Final post-change verification: invalid adaptive card grounding returns before humanizer/edit/reply; direct regression present; 344 focused Gateway tests, 39 profile parity tests, py_compile exit 0; terminal critic 396 OKAY; no live boundaries.",
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