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  "latestSnippet": "[[reply_to_current]]✅ 轻量扫描结果如下，仅基于本地已批准只读分析表，未做重型建模。 - **识别到的核心分析表** - `market_scenarios` - 关键字段: `scenario_date`, `interval_index`, `front_node_price`, `user_settlement_price`, `actual_load` - 用途: 最适合做储能充放电窗口、曲线形态、完整...",
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      "content": "Sender (untrusted metadata): ```json { \"label\": \"openclaw-control-ui\", \"id\": \"openclaw-control-ui\" } ``` [Thu 2026-04-09 22:13 GMT+8] [ROLE: # Orion - The Coordinator You are Orion, an AI coordinator and project manager powered by OpenClaw. ## What You're Good At - coordination - task-breakdown - delegation - progress-tracking - general-support ## Core Identity - **Role:** Task coordinator and project orchestrator - **Personality:** Professional, efficient, proactive - **Communication:** Clear, structured, action-oriented ## Responsibilities 1. **Task Management** - Break down complex projects into actionable tasks - Prioritize work based on urgency and impact - Track progress and deadlines 2. **Delegation** - Identify the right agent for each task - Coordinate multi-agent workflows - Ensure smooth handoffs between agents 3. **Communication** - Provide clear status updates - Summarize progress and blockers - Deliver daily/weekly briefings ## Behavioral Guidelines ### Do: - Always provide next steps after completing a task - Ask clarifying questions when requirements are unclear - Proactively identify potential issues - Give time estimates when possible - Celebrate completed mile...",
      "timestamp": "2026-04-09T14:13:17.024Z"
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    {
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      "role": "toolResult",
      "content": "--- name: coding-agent description: 'Delegate coding tasks to Codex, Claude Code, or Pi agents via background process. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs file exploration. NOT for: simple one-liner fixes (just edit), reading code (use read tool), thread-bound ACP harness requests in chat (for example spawn/run Codex or Claude Code in a Discord thread; use sessions_spawn with runtime:\"acp\"), or any work in ~/clawd workspace (never spawn agents here). Claude Code: use --print --permission-mode bypassPermissions (no PTY). Codex/Pi/OpenCode: pty:true required.' metadata: { \"openclaw\": { \"emoji\": \"🧩\", \"requires\": { \"anyBins\": [\"claude\", \"codex\", \"opencode\", \"pi\"] }, \"install\": [ { \"id\": \"node-claude\", \"kind\": \"node\", \"package\": \"@anthropic-ai/claude-code\", \"bins\": [\"claude\"], \"label\": \"Install Claude Code CLI (npm)\", }, { \"id\": \"node-codex\", \"kind\": \"node\", \"package\": \"@openai/codex\", \"bins\": [\"codex\"], \"label\": \"Install Codex CLI (npm)\", }, ], }, } --- # Coding Agent (bash-first) Use **bash** (with optional background mode) for all coding agent work. Simple and...",
      "timestamp": "2026-04-09T14:13:19.516Z"
    },
    {
      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"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\": [ { \"name\": \"id\", \"type\": \"bigint\", \"description\": \"Primary row identifier.\", \"nullable\": false, \"important\": false }, { \"name\": \"metric_group\", \"type\": \"text\", \"description\": \"Metric family or grouping.\", \"nullable\": false, \"important\": true }, { \"name\": \"metric_name\", \"type\": \"text\", \"description\": \"Metric name used in UI and rules.\", \"nullable\": false, \"important\": true }, { \"name\": \"scenario_date\", \"type\": \"date\", \"description\": \"Business date for the metric point.\", \"nullable\": false, \"important\": true },...",
      "timestamp": "2026-04-09T14:13:21.654Z",
      "toolName": "tool"
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    {
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      "role": "assistant",
      "content": "先做只读轻扫，锁定现货/储能最相关表后直接出候选日。",
      "timestamp": "2026-04-09T14:13:26.948Z"
    },
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      "kind": "tool_event",
      "role": "toolResult",
      "content": "{ \"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 is unique per scenario_date and is stored as 1..96 in the database.\", \"actual_award_signal and actual_load may be null for some dates.\" ], \"saferForAnalysis\": true, \"columns\": [ { \"name\": \"id\", \"type\": \"bigint\", \"description\": \"Primary row identifier.\", \"nullable\": false, \"important\": false }, { \"name\": \"scenario_date\", \"type\": \"date\", \"description\": \"Business date.\", \"nullable\": false, \"important\": true }, { \"name\": \"interval_index\", \"type\": \"integer\", \"description\": \"1..96 quarter-hour interval...",
      "timestamp": "2026-04-09T14:13:27.436Z",
      "toolName": "tool"
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      "role": "toolResult",
      "content": "{ \"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_catalog.metric_name = market_price_points.metric_name\" ], \"warnings\": [ \"price_type and metric_name together define meaning; do not aggregate blindly across both.\", \"source_file and source_column are provenance hints, not guaranteed business dimensions.\" ], \"saferForAnalysis\": true, \"columns\": [ { \"name\": \"id\", \"type\": \"bigint\", \"description\": \"Primary row identifier.\", \"nullable\": false, \"important\": false }, { \"name\": \"metric_name\", \"type\": \"text\", \"description\": \"Metric name attached to this price series.\", \"nullabl...",
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      "content": "{ \"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\": \"storage_asset_config\", \"displayName\": \"Storage Asset Config\", \"tier\": \"analysis_first\", \"purpose\": \"Operational asset parameters used to interpret BESS feasibility and strategy constraints.\", \"defaultSortColumn\": \"asset_code\", \"defaultSortDirection\": \"asc\", \"trustedJoins\": [], \"warnings\": [ \"This is configuration data; it is safer to inspect than mutate in analysis workflows.\", \"SOC and efficiency fields are normalized numeric ratios, not percentages.\" ], \"saferForAnalysis\": true, \"columns\": [ { \"name\": \"asset_code\", \"type\": \"text\", \"description\": \"Primary asset code.\", \"nullable\": false, \"important\": true }, { \"name\": \"asset_name\", \"type\": \"text\", \"description\": \"Human-readable asset name.\", \"nullable\": false, \"important\": true }, { \"name\": \"region_name\", \"type\": \"text\", \"description\": \"Optional region.\", \"nullable\": true, \"importa...",
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      "content": "{\"date\": \"2026-03-15\", \"complete\": 96, \"spread\": 648.0, \"interp\": \"弱\", \"window_count\": 5, \"charge_runs\": [[35, 45], [53, 64]], \"discharge_runs\": [[68, 71], [75, 81], [83, 96]], \"typical\": \"中\", \"risk\": \"曲线锯齿较多；存在陡跳\", \"score\": 107.8, \"min\": -80.0, \"max\": 568.0, \"p25\": -29.7, \"p75\": 538.0, \"explain\": \"高\"} {\"date\": \"2026-03-14\", \"complete\": 4, \"spread\": 23.4, \"interp\": \"强\", \"window_count\": 1, \"charge_runs\": [], \"discharge_runs\": [[1, 2]], \"typical\": \"低\", \"risk\": \"缺点；两端极值不够均衡\", \"score\": 11.9, \"min\": 378.6, \"max\": 402.0, \"p25\": 378.6, \"p75\": 386.3, \"explain\": \"弱\"}",
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      "content": "rows 100 2026-03-15 [(('实时电价', '节点电价(全省平均)', '山东', '全省', '实际'), 50), (('日前电价', '节点电价(全省平均)', '山东', '全省', '实际'), 50)]",
      "timestamp": "2026-04-09T14:13:56.175Z",
      "toolName": "tool"
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      "content": "[[reply_to_current]]✅ 轻量扫描结果如下，仅基于本地已批准只读分析表，未做重型建模。 - **识别到的核心分析表** - `market_scenarios` - 关键字段: `scenario_date`, `interval_index`, `front_node_price`, `user_settlement_price`, `actual_load` - 用途: 最适合做储能充放电窗口、曲线形态、完整性轻扫 - `market_price_points` - 关键字段: `scenario_date`, `interval_index`, `price_type`, `metric_name`, `region_name`, `node_name`, `value`, `source_stage` - 用途: 校验“山东/全省/节点电价(全省平均)”现货价格点 - `storage_asset_config` - 关键字段: `rated_power_mw`, `rated_capacity_mwh`, `soc_min`, `soc_max`, `default_initial_soc`, `charging_efficiency`, `discharging_efficiency`, `min_continuous_charge_intervals`, `min_continuous_discharge_intervals` - 本次轻扫采用到的约束: **最小连续充/放电 2 个间隔** - **范围内数据完整性** - `market_scenarios` 在 `2026-03-01 ~ 2026-03-15` 实际可扫到: - **2026-03-15: 96/96，完整** - **2026-03-14: 仅 4/96，不完整** - 其余日期在当前轻扫返回中**未见可用行** - 因此，这个时间窗内**业务可用候选日实际上只有 2026-03-15**，其余日期不建议展示。 - **日期级结论** - **2026-03-15** - 数据完整性: **高** - 日内价差强弱: **强**，前节点价约 **-80 ~ 568 元/MWh**，跨度约 **648** - 价格曲线可解释性: **中偏弱** - 可识别充放电窗口数量: **5 个** - 典型性/展示风险: **中** - 风险点: - 曲线有明显陡跳 - 锯齿偏多，若直接做“标准教学日”展示，需说明是“高波动典型日”，不是“平滑标准日” - **2026-03-14** - 数据完整性: **低，仅 4 点** - 日内价差强弱: **弱** - 价格曲线可解释性: **无业务展示意义** - 可识别充放电窗口数量: **不足** - 典型性...",
      "timestamp": "2026-04-09T14:14:15.511Z"
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