openclaw-home-pc/workspace/skills/daily-stock-analysis/references/workflow.md
2026-03-21 15:31:06 +08:00

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# Workflow (Command-First)
Use this sequence exactly.
## 0) Choose Execution Mode
Use `script` mode by default.
Switch to `compatibility` mode when:
- `python3` is unavailable, or
- model capability is low and deterministic minimal output is preferred.
## 1) Resolve Instrument
- Resolve `ticker`, `exchange`, `market`, and next valid trading day.
- If ticker is ambiguous, stop and ask user.
## 2) Plan Files and History
Run:
```bash
python3 {baseDir}/scripts/report_manager.py plan \
--workdir <working_directory> \
--ticker <TICKER> \
--run-date <YYYY-MM-DD> \
--versioning auto \
--history-limit 5
```
Use returned JSON fields:
- `selected_output_file`
- `requires_user_choice`
- `history_files`
- `legacy_files`
If `requires_user_choice=true`, ask user `overwrite` vs `new_version`.
Read only `history_files` returned by script (default max 5).
## 3) Legacy Compatibility (Optional Migration)
- Read legacy files from `legacy_files` for review history.
- If user agrees to migrate, run:
```bash
python3 {baseDir}/scripts/report_manager.py migrate \
--workdir <working_directory> \
--file <ABS_PATH_1> --file <ABS_PATH_2>
```
Security: only process files under `working_directory`.
## 4) Collect New Data
- Use `references/sources.md` tier priority.
- Use `references/search_queries.md` templates.
- For critical values, cross-check with at least 2 sources.
## 5) Compute Accuracy via Script
Run:
```bash
python3 {baseDir}/scripts/calc_accuracy.py \
--workdir <working_directory> \
--ticker <TICKER> \
--windows 1,3,7,30 \
--history-limit 60
```
Use script output to fill rolling accuracy fields.
## 6) Generate Report
- Render with `references/report_template.md`.
- Keep all required frontmatter keys.
- Include `improvement_actions`.
## 7) Persist and Return
- Save to `selected_output_file` from step 2.
- Return summary + absolute file path + pending/blocked status.
## 8) Recommended Operation
Use recurring weekday schedule to stabilize review windows and success rate.
## Compatibility Mode (Fallback)
When scripts cannot run:
1. Manually locate report files only under `working_directory`.
2. Read at most 3 recent same-ticker reports.
3. Collect minimal sources:
- one official disclosure source
- one reliable market data source
4. Produce minimal output:
- recommendation
- `pred_close_t1`
- prior review metrics (if available)
- one `improvement_action`
5. Save report in canonical reports directory using standard filename rules.