| 2026-04-09 22:13 | message | assistant | - | - | [[reply_to_current]]已按“本地只读分析工具 + 分析表”先做了一轮紧凑扫描。结论先给你： ## 1) 可用于山东现货 / 储能示范筛选的主表与字段 ### A. 主分析表: `market_scenarios` 最适合这次“业务可用结论层”的轻量扫描。 **核心字段** - `scenario_date` - `interval_index`，1..96 - `front_node_price`，可视作放电侧价 - `user_settlement_price`，可视作充电侧价 - `actual_load` - `actual_award_signal` - `remark` **用途** - 直接算每日日内价差 - 识别低价充电 / 高价放电窗口 - 看曲线是否平滑、是否存在跳点 - 做完整性检查 ### B. 辅助价格表: `market_price_points` 用于统一口径和维度确认。 **本次窗口识别到的维度** - `price_type`: `日前电价` / `实时电价` - `metric_name`: `统一结算价` - `source_stage`: `实际` - `region_name`: `山东` - `node_name`: `全省` **意义** - 可以确认山东、全省、统一结算价口径存在 - 但本轮为了避免混用口径，主扫描仍以 `market_scenarios` 为准 ### C. 辅助指标表: `market_metric_points` 用于曲线解释性辅助，不做重建模。 **本次识别到** - `metric_... |
| 2026-04-09 22:12 | tool_event | toolResult | tool | - | Plan updated. |
| 2026-04-09 22:12 | tool_event | toolResult | tool | - | === scenarios rows 2026-03-01..2026-03-15 === { "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": "market_scenarios", "query": { "limit": 20, "offset": 0, "sortBy": "scenario_date", "sortDirection": "desc" }, "rowCount": 1439, "rows": [ { "id": 3219, "scenario_date": "2026-03-15", "interval_index": 1, "front_node_price": 440, "user_settlement_price": 432.78, "actual_load": 64283.37, "actual_award_signal": nul... |
| 2026-04-09 22:12 | tool_event | toolResult | tool | - | { "days": 2, "daily_scan": [ { "date": "2026-03-14", "intervals": 4, "completeness_pct": 4.2, "spread_mean": -0.09, "spread_min": -8.72, "spread_max": 14.68, "positive_spread_density_pct": 25.0, "charge_window_runs": 1, "charge_window_intervals": 4, "charge_window_avg_len": 4, "discharge_window_runs": 1, "discharge_window_intervals": 1, "discharge_window_avg_len": 1, "curve_smooth_index": 0.2041, "null_load_intervals": 0, "null_award_intervals": 4, "anomaly_flags": [ "interval_missing" ] }, { "date": "2026-03-15", "intervals": 96, "completeness_pct": 100.0, "spread_mean": -9.07, "spread_min": -219.86, "spread_max": 234.14, "positive_spread_density_pct": 36.5, "charge_window_runs": 3, "cha... |
| 2026-04-09 22:12 | message | assistant | - | - | 切片结果只返回到了 3 月 14,15 两天，说明默认切片方式可能没覆盖完整窗口。我直接按分页遍历全表，把 3 月 1 至 15 全部捞出来。 |
| 2026-04-09 22:12 | tool_event | toolResult | tool | - | { "table_field_scan": { "primary_analysis_table": "market_scenarios", "primary_fields": [ "scenario_date", "interval_index", "front_node_price", "user_settlement_price", "actual_load", "actual_award_signal", "remark" ], "supporting_price_table_dims": { "price_types": [ "实时电价", "日前电价" ], "metric_names": [ "统一结算价" ], "source_stages": [ "实际" ], "regions": [ "山东" ], "nodes": [ "全省" ] }, "supporting_metric_table_dims": { "metric_groups": [ "出力" ], "metric_names": [ "光伏出力", "新能源出力", "风电出力" ], "source_stages": [ "出清前上午", "周前" ], "regions": [ "山东" ], "nodes": [ "全省" ] }, "asset_config_rows": [ { "asset_code": "BESS_DEMO_001", "asset_name": "独立储能站示范1号", "region_name": "山东", "rated_power_mw": 95, "... |
| 2026-04-09 22:12 | message | assistant | - | - | 已经定位到可直接用的主表，接下来按 3 月上半月做日级紧凑统计。 |
| 2026-04-09 22:11 | tool_event | toolResult | tool | - | === price_preview === { "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_price_points", "displayName": "Market Price Points", "tier": "analysis_first", "purpose": "Price time series split by price_type, metric_name, date, interval, and source stage.", "primaryTimeColumn": "scenario_date", "defaultSortColumn": "scenario_date", "defaultSortDirection": "desc", "trustedJoins": [ "metric_ca... |
| 2026-04-09 22:11 | message | assistant | - | - | 本机没有 `python`，我改用 `python3` 继续。 |
| 2026-04-09 22:11 | tool_event | toolResult | tool | - | /bin/bash: line 1: python: command not found Command not found |
| 2026-04-09 22:11 | message | assistant | - | - | 先做轻量扫描，确认山东相关口径和这段时间的数据形态。 |
| 2026-04-09 22:11 | tool_event | toolResult | tool | - | === tables === { "tables": [ { "tableName": "market_metric_points", "displayName": "Market Metric Points", "tier": "analysis_first", "purpose": "High-granularity metric time series by metric, date, interval, and source stage.", "primaryTimeColumn": "scenario_date", "defaultSortColumn": "scenario_date", "defaultSortDirection": "desc", "trustedJoins": [ "metric_stage_rules.metric_name = market_metric_points.metric_name", "metric_catalog.metric_name = market_metric_points.metric_name" ], "warnings": [ "Multiple source_stage values may exist for the same metric/date/interval.", "node_name and region_name are optional and should not be assumed present." ], "saferForAnalysis": true, "columns": ... |
| 2026-04-09 22:11 | tool_event | toolResult | tool | - | Plan updated. |
| 2026-04-09 22:11 | message | user | - | - | Sender (untrusted metadata): ```json { "label": "openclaw-control-ui", "id": "openclaw-control-ui" } ``` [Thu 2026-04-09 22:11 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... |