| 2026-04-09 22:11 | message | assistant | - | - | [[reply_to_current]] 结论先说： **当前真实可用的最佳示范日，我建议先用 `2026-03-15`。** 原因不是它“严格优于”其他天，而是**在现有只读分析结果里，它能完整代表这段时间的典型高波动日内结构**，业务展示价值最高。 ## 业务结论 ### 1) 范围整体判断，适合做示范 在 2026-03-01 至 2026-03-15 的已批准分析表扫描中，这段样本整体呈现出： - **前节点均价**约 **333.25** - **结算均价**约 **336.61** - **前节点最高价**到 **1121.92** - **结算最低价**到 **-80** - 晚高峰强窗口集中在 **interval 84/89/90/91** 一带 对应前节点均价约 **460 到 474** 这说明这段时间里，**山东独立储能现货示范所需的“低价充电 + 高价放电”叙事是成立的**，而且晚峰特征清楚。 --- ## 2) Top 3 候选日期 ### 现阶段建议名单 1. **2026-03-15** 2. **2026-03-13** 3. **2026-03-12** ### 说明 我需要直说一个风险点： - 当前只读切片结果里，**3/1-3/15 多天返回了几乎同构的日曲线** - 且单日返回 **100 点**，而表定义写的是 **96 个 quarter-hour interval** 所以，**Top 3 更适合作为“候选展示日名单”而不是精确排名**。 如果现在就要对外讲业务，我会用这三个日期做候选，其中**主推 3/15**。 --- ... |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | Plan updated. |
| 2026-04-09 22:10 | message | assistant | - | - | 结果显示 3/1-3/15 多个日期返回了同构曲线，而且是 100 点，不符合表定义的 96 点。这说明当前只读分析工具在该范围上存在重建/映射异常，能做业务筛选，但不能诚实地区分 Top 3。先给你可用结论，同时明确风险边界。 |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | [ { "date": "2026-03-15", "rows": 100, "frontMax": 568, "settleMin": -56.846, "spreadAmp": 624.85, "chargeWindows": 2, "dischargeWindows": 4, "negSettleWindows": 20, "switches": 57, "peakIntervals": [ { "interval": 73, "value": 568 }, { "interval": 72, "value": 566 }, { "interval": 100, "value": 562.7833 }, { "interval": 90, "value": 562 }, { "interval": 98, "value": 562 } ], "valleyIntervals": [ { "interval": 41, "value": -56.846 }, { "interval": 42, "value": -56.846 }, { "interval": 43, "value": -56.846 }, { "interval": 44, "value": -56.846 }, { "interval": 45, "value": -41.174 } ] }, { "date": "2026-03-13", "rows": 100, "frontMax": 568, "settleMin": -56.846, "spreadAmp": 624.85, "charg... |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | Command still running (session calm-comet, pid 339861). Use process (list/poll/log/write/kill/clear/remove) for follow-up. |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | Successfully wrote 1777 bytes to /home/cy/.openclaw/workspace/agents/analyst/output/day_scan.js |
| 2026-04-09 22:10 | message | assistant | - | - | 我把脚本落成临时文件再跑，避免预检拦截。 |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | { "status": "error", "tool": "exec", "error": "exec preflight: complex interpreter invocation detected; refusing to run without script preflight validation. Use a direct `python <file>.py` or `node <file>.js` command." } |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | { "runId": "20260409T140234-fxdomt", "workflowId": "market_scenario_comparison", "createdAt": "2026-04-09T14:02:34.425Z", "question": "对 2026-03-01 至 2026-03-15 的山东独立储能现货交易示范价值做轻量筛选。优先基于真实市场数据，聚焦价格波动、峰谷价差、充放电机会密度、典型性/可讲述性、数据质量，给出候选日比较框架、Top 3 候选日期、1 个最佳示范日，以及最佳日4个关键窗口及业务含义。请输出尽量结构化结果。", "tableScope": [ "market_scenarios" ], "queryScope": { "tables": [ "market_scenarios" ], "rangeA": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range A" }, "rangeB": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range B" } }, "summaryPath": "/home/cy/.openclaw/workspace/output/db-analysis/20260409T140234-fxdomt/summary.md", "resultPath": "/home/cy/.openclaw/workspace/output/db-analysis/2026... |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | { "runId": "20260409T140234-fxdomt", "workflowId": "market_scenario_comparison", "createdAt": "2026-04-09T14:02:34.425Z", "question": "对 2026-03-01 至 2026-03-15 的山东独立储能现货交易示范价值做轻量筛选。优先基于真实市场数据，聚焦价格波动、峰谷价差、充放电机会密度、典型性/可讲述性、数据质量，给出候选日比较框架、Top 3 候选日期、1 个最佳示范日，以及最佳日4个关键窗口及业务含义。请输出尽量结构化结果。", "queryScope": { "tables": [ "market_scenarios" ], "rangeA": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range A" }, "rangeB": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range B" } }, "rangeA": { "label": "Range A", "dateCount": 11, "rowCount": 1000, "frontNodeAvg": 333.25, "frontNodeMin": -80, "frontNodeMax": 1121.92, "settlementAvg": 336.61, "settlementMin": -80, "settlementMax": 1002... |
| 2026-04-09 22:10 | tool_event | toolResult | tool | - | # Market Scenario Comparison - Run ID: `20260409T140234-fxdomt` - Workflow: `market_scenario_comparison` - Created At: `2026-04-09T14:02:34.425Z` - Question: 对 2026-03-01 至 2026-03-15 的山东独立储能现货交易示范价值做轻量筛选。优先基于真实市场数据，聚焦价格波动、峰谷价差、充放电机会密度、典型性/可讲述性、数据质量，给出候选日比较框架、Top 3 候选日期、1 个最佳示范日，以及最佳日4个关键窗口及业务含义。请输出尽量结构化结果。 ## Query Scope ```json { "tables": [ "market_scenarios" ], "rangeA": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range A" }, "rangeB": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range B" } } ``` ## Highlights - Range B average front-node price is unchanged than Range A. - Range B average settlement price is unchanged than Range A. - Range B award-signal comparison ... |
| 2026-04-09 22:10 | message | assistant | - | - | 切片工具似乎只返回末两天，我改查历史产物，优先复用今天早些时候那份更贴近这个问题的结果。 |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | [ { "date": "2026-03-14", "rows": 4, "front_avg": 387.23, "settle_avg": 387.32, "front_max": 402, "settle_min": 387.32, "spread_amp": 14.68, "spread_avg": -0.09, "charge_windows": 1, "discharge_windows": 1, "neg_settle_windows": 0, "curve_explainability": "high", "turning_points": 0, "risks": "缺点" }, { "date": "2026-03-15", "rows": 96, "front_avg": 310.34, "settle_avg": 319.41, "front_max": 568, "settle_min": -56.85, "spread_amp": 624.85, "spread_avg": -9.07, "charge_windows": 2, "discharge_windows": 4, "neg_settle_windows": 20, "curve_explainability": "low", "turning_points": 49, "risks": "含负价窗口、曲线偏碎、极值偏强" } ] |
| 2026-04-09 22:09 | message | assistant | - | - | python 不在 PATH，我改用 node 直接算。 |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | /bin/bash: line 1: python: command not found Command not found |
| 2026-04-09 22:09 | message | assistant | - | - | 再做一个按日切片，直接抓每天96点的真实曲线特征。 |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | { "lane": { "laneId": "cy_ops", "laneLabel": "cy_ops", "previewAccess": "Read-first preview / inspection / analysis", "writeAccess": "Broad data-plane write path exists separately in cy ops wrappers", "dangerousOps": "Restore / PITR / schema-admin remain outside the default cy runtime", "projectRef": "hsbxkggbducdasbcpnrw" }, "table": { "tableName": "market_scenarios", "displayName": "Market Scenarios", "tier": "analysis_first", "purpose": "Scenario-level interval data for front-node and settlement prices, load, and award signal.", "primaryTimeColumn": "scenario_date", "defaultSortColumn": "scenario_date", "defaultSortDirection": "desc", "trustedJoins": [], "warnings": [ "interval_index i... |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | { "runId": "20260409T140903-st0b29", "workflowId": "market_scenario_comparison", "createdAt": "2026-04-09T14:09:03.667Z", "question": "针对 2026-03-01 至 2026-03-15，基于已批准分析表与只读分析工具，筛选山东独立储能参与现货交易的候选示范日。沿用既定约束与风险边界，不做重型建模，输出每日日内价差强弱、价格曲线可解释性、可识别充放电窗口数量、数据完整性、典型性/展示风险，并给出Top3候选日期、1个最佳示范日及其4个关键窗口和业务含义。", "queryScope": { "tables": [ "market_scenarios" ], "rangeA": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range A" }, "rangeB": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range B" } }, "rangeA": { "label": "Range A", "dateCount": 11, "rowCount": 1000, "frontNodeAvg": 333.25, "frontNodeMin": -80, "frontNodeMax": 1121.92, "settlementAvg": 336.61, "settlementMin": -80, "settleme... |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | # Market Scenario Comparison - Run ID: `20260409T140903-st0b29` - Workflow: `market_scenario_comparison` - Created At: `2026-04-09T14:09:03.667Z` - Question: 针对 2026-03-01 至 2026-03-15，基于已批准分析表与只读分析工具，筛选山东独立储能参与现货交易的候选示范日。沿用既定约束与风险边界，不做重型建模，输出每日日内价差强弱、价格曲线可解释性、可识别充放电窗口数量、数据完整性、典型性/展示风险，并给出Top3候选日期、1个最佳示范日及其4个关键窗口和业务含义。 ## Query Scope ```json { "tables": [ "market_scenarios" ], "rangeA": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range A" }, "rangeB": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range B" } } ``` ## Highlights - Range B average front-node price is unchanged than Range A. - Range B average settlement price is unchanged than Range A. - Range B award-signal... |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | Plan updated. |
| 2026-04-09 22:09 | message | assistant | - | - | 我先读取刚生成的分析结果，再补一个按天预览，把 Top 3 和最佳日压实。 |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | { "runs": [ { "runId": "20260409T140234-fxdomt", "workflowId": "market_scenario_comparison", "createdAt": "2026-04-09T14:02:34.425Z", "summaryPath": "/home/cy/.openclaw/workspace/output/db-analysis/20260409T140234-fxdomt/summary.md", "resultPath": "/home/cy/.openclaw/workspace/output/db-analysis/20260409T140234-fxdomt/result.json", "metadataPath": "/home/cy/.openclaw/workspace/output/db-analysis/20260409T140234-fxdomt/run.json", "question": "对 2026-03-01 至 2026-03-15 的山东独立储能现货交易示范价值做轻量筛选。优先基于真实市场数据，聚焦价格波动、峰谷价差、充放电机会密度、典型性/可讲述性、数据质量，给出候选日比较框架、Top 3 候选日期、1 个最佳示范日，以及最佳日4个关键窗口及业务含义。请输出尽量结构化结果。", "tableScope": [ "market_scenarios" ] }, { "runId": "20260409T112408-ftr4p1", "workflowId": "market... |
| 2026-04-09 22:09 | tool_event | toolResult | tool | - | { "runId": "20260409T140903-st0b29", "workflowId": "market_scenario_comparison", "createdAt": "2026-04-09T14:09:03.667Z", "question": "针对 2026-03-01 至 2026-03-15，基于已批准分析表与只读分析工具，筛选山东独立储能参与现货交易的候选示范日。沿用既定约束与风险边界，不做重型建模，输出每日日内价差强弱、价格曲线可解释性、可识别充放电窗口数量、数据完整性、典型性/展示风险，并给出Top3候选日期、1个最佳示范日及其4个关键窗口和业务含义。", "queryScope": { "tables": [ "market_scenarios" ], "rangeA": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range A" }, "rangeB": { "from": "2026-03-01", "to": "2026-03-15", "label": "Range B" } }, "rangeA": { "label": "Range A", "dateCount": 11, "rowCount": 1000, "frontNodeAvg": 333.25, "frontNodeMin": -80, "frontNodeMax": 1121.92, "settlementAvg": 336.61, "settlementMin": -80, "settleme... |
| 2026-04-09 22:08 | message | user | - | - | Sender (untrusted metadata): ```json { "label": "openclaw-control-ui", "id": "openclaw-control-ui" } ``` [Thu 2026-04-09 22:08 GMT+8] [ROLE: # Radar - The Analyst You are Radar, an AI data analyst and insights generator powered by OpenClaw. ## What You're Good At - analysis - comparison - recommendation-writing - trend-interpretation - reporting ## Core Identity - **Role:** Data analyst and business intelligence specialist - **Personality:** Analytical, thorough, insight-driven - **Communication:** Data-backed, clear, actionable ## Responsibilities 1. **Data Analysis** - Interpret metrics and KPIs - Identify trends and patterns - Spot anomalies and outliers 2. **Reporting** - Create summa... |