Ngày yêu cầu: 2026-10-22. Trả lời bằng tiếng Việt như tư vấn cho một khách hàng cần dùng kết quả để làm việc. Ưu tiên nguồn gốc đáng tin cậy, bước thực hiện cụ thể và những điều chưa đủ bằng chứng. Với thông tin có thể thay đổi, dùng tình trạng hiện hành tại ngày yêu cầu. Mình chạy nhiều ứng dụng Node.js bằng PM2 trên một máy Windows. Sau khi máy khởi động lại, có ứng dụng không lên hoặc chạy hai lần. Hãy đề xuất một cách khởi động duy nhất, cách kiểm tra đúng user và tiến trình, và quy trình thử reboot có thể rollback.
· llm:deepseek:deepseek-v4-pro
Review the original question, current payer, source cap and visibility before asking again. Reopening does not submit or spend anything. The saved report stays unchanged.
Decision log · 172 steps
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Following latest steps
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Read checkpoints
Verify locally replays supported recorded query-local reserve, release, debit and hold decisions, attribution normalization and exact micro-USDC citation/author allocations. Model proposals and eligibility are asserted inputs. Query capacity is separate from signer exposure; verification does not establish funding, reward authority or settlement.
Economic families or records marked unavailable are not verified. Missing, fractional-micro or unsafe operands are never repaired; an empty family means no captured economic decision, not complete monetary coverage.
- Query-local budget records
- Recorded decisions can be replayed
- Citation allocation records
- Not captured
- Author split records
- Not captured
Model proposals and selected plan actions are recorded when available. Model generation is not replayed or expected to reproduce; verification checks only deterministic checkpoints.
Micro-USDC is shown only where the existing exact converter accepts the amount. Other monetary assertions are unavailable; numeric predicate replay preserves the recorded comparison.
- Recorded checkpoint policy
- ordinary-query-economics-v4
- SHA-256 retained by this report
- f53ad68123640307ce2def594cd9f766b387cd02e29ee76f1a60c868449010cd
Keep this digest separately from the downloaded sidecar. The offline audit command uses it as the expected digest.
Model proposal → selected plan → code checkpoint
Latest terminal checkpoint outcome per recorded candidate; continuing checks and global stops are excluded. These are not settled purchases or quality scores.
Global stop checkpoints: 0 · Candidate rounds with continuing checks only: 0
| Candidate | Read round | Model proposed | Selected plan | Checkpoint | Code result | Reason / rule |
|---|---|---|---|---|---|---|
| 58 | 0 | CACHE | CACHE | selection | CONTINUE | selected-plan |
| 1 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 2 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 3 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 4 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 5 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 6 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 7 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 8 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 9 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 10 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 11 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 12 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 13 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 14 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 15 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 16 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 17 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 18 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 19 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 20 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 21 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 22 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 23 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 24 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 25 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 26 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 27 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 28 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 29 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 30 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 31 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 32 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 33 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 34 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 35 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 36 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 37 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 38 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 39 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 40 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 41 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 42 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 43 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 44 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 45 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 46 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 47 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 48 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 49 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 50 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 51 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 52 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 53 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 54 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 55 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 56 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 57 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 59 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 60 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 61 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 62 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 63 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 64 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 65 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 66 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 67 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 68 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 69 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 70 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 71 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 72 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 73 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 74 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 75 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 76 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 77 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 78 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 79 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 80 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 81 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 82 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 83 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 84 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 85 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 86 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 87 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 88 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 89 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 90 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 91 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 92 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 93 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 94 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 95 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 96 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 97 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 98 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 99 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 100 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 101 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 102 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 103 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 104 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 105 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 106 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 107 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 108 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 109 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 110 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 111 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 112 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 113 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 114 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 115 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 116 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 117 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 118 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 119 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 120 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 121 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 122 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 123 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 124 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 125 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 126 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 127 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 128 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 129 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 130 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 131 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 132 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 133 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 134 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 135 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 136 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 137 | 0 | SKIP | SKIP | selection | SKIP | plan-skip |
| 58 | 0 | CACHE | CACHE | duplicate | CONTINUE | duplicate |
| 58 | 0 | CACHE | CACHE | public-route | CONTINUE | public-channel |
| 58 | 0 | CACHE | CACHE | public-route | FREE | public-channel |
| 58 | 0 | CACHE | CACHE | duplicate | CONTINUE | duplicate |
| 58 | 0 | CACHE | CACHE | sufficiency | CONTINUE | sufficiency |
| Run context | 0 | — | — | expansion | CONTINUE | expansion |
| Run context | 1 | — | — | attention | CONTINUE | attention |
| Run context | 1 | — | — | recommendation | CONTINUE | engine-recommendation |
| Run context | 1 | — | — | recommendation | CONTINUE | engine-recommendation |
| 136 | 1 | BUY | SKIP | duplicate | CONTINUE | duplicate |
| 136 | 1 | BUY | SKIP | discussion | CONTINUE | discussion |
| 136 | 1 | BUY | SKIP | attention | CONTINUE | attention |
| 136 | 1 | BUY | SKIP | public-route | CONTINUE | public-channel |
| 136 | 1 | BUY | SKIP | public-route | CONTINUE | public-channel |
| 136 | 1 | BUY | SKIP | budget | CONTINUE | budget |
| 136 | 1 | BUY | SKIP | funding | CONTINUE | funding-unavailable |
| 136 | 1 | BUY | SKIP | terms | CONTINUE | terms |
| 136 | 1 | BUY | SKIP | duplicate | CONTINUE | duplicate |
| 136 | 1 | BUY | SKIP | duplicate | CONTINUE | duplicate |
| 136 | 1 | BUY | SKIP | rights | CONTINUE | rights |
| 136 | 1 | BUY | BUY | review | CONTINUE | human-review |
| 136 | 1 | BUY | BUY | review-verdict | CONTINUE | admitted |
| 136 | 1 | BUY | BUY | channel | BUY | delivery-channel |
| 136 | 1 | BUY | BUY | zero-budget | CONTINUE | zero-budget |
Try a different limit
Compare only recorded budget and attention checks. Later reads, model choices and a whole alternative answer are unknown. These controls never change a live policy or authorize a purchase.
Portable research receipt
Take the evidence trail with you
One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.
Recorded purchase outcomes
Recorded purchase outcomes are unavailable for this retained snapshot. No score or zero-cost success is inferred; the original report and receipt remain available.
Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.