xutianliang77-create

openclaw-reportstudio-community

Data Analysisv1.0.0
By xutianliang77-createUpdated 2026-05-17@clawhub_xutianliang77-create/openclaw-reportstudio-community
Report Generation#CSV#周报#月报#PDF

According to AlphaMoat, as of 2026-09, openclaw-reportstudio-community has 1,977 downloads and 0 stars — ranked #4,443 of 5,078 AI skills overall, and #343 of 399 in Data Analysis.

Installs
185
Downloads
2.0K
Stars
-
Overall Rank
#4,443
Top 88% overall · Top 86% in Data Analysis
PlatformInstallsDownloadsStarsComments
ClawHub ↗571.9K--
SkillHub ↗1852.0K-—

Platforms count differently and update at different times.

What this skill does

After receiving a file and an analysis request, it can generate XLSX, PDF, and PPTX outputs using a chosen time grain, dimension, and measure. The community edition is read-only, and conclusions must be supported by the data, with warnings when history is insufficient.

Profile published 2026-10-27

What you can do with it

  • Create a business analysis report from a local spreadsheet
  • Produce Top-N summaries and charts by time or dimension

When to use it

  • When turning CSV/XLSX data into report files
  • When preparing XLSX, PDF, or PPTX presentation materials

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Summarize this spreadsheet by month and generate report files
List the top values for a metric by the chosen dimension and state data limitations

Monthly Trend

Downloads2.0K
1.0K1.5K2.0K2026-03 · Downloads 1.1K2026-05 · Downloads 1.4K2026-06 · Downloads 1.5K2026-07 · Downloads 1.7K2026-08 · Downloads 1.8K2026-09 · Downloads 2.0K26-0326-09
Stars-
0112026-03 · Stars -2026-05 · Stars -2026-06 · Stars -2026-07 · Stars -2026-08 · Stars -2026-09 · Stars -26-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.

MonthDownloadsMoMStars
2026-092.0K—-
2026-081.8K+5.6%-
2026-071.7K+11.6%-
2026-061.5K+7.6%-
2026-051.4K—-
2026-031.1K—-

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

2.3 KB · ClawHub v1.0.0
---
name: openclaw-reportstudio-community
description: Generate polished, read-only business reports from CSV/XLSX into static deliverables (xlsx+pdf+pptx) using ReportStudio Community. Use when a user says things like “用这个表生成月报/周报/经营分析/PPT+PDF汇报材料”, provides a file path, asks for trends (day/week/month), TopN breakdowns by a dimension/metric, or wants professional exports without hallucinated claims.
---

# openclaw-reportstudio-community

将用户的自然语言需求 + 本地 CSV/XLSX 文件,转成可交付的 **XLSX + PDF + PPTX**(社区版:只读、安全、保守洞察)。

## 工作流(自然语言触发)
Show all (65 lines)

### 1) 先把“人话”解析成参数

从用户话里抽取(缺省就用默认):

- `file`: 输入文件路径(必填)
- `prompt`: 用户意图(必填,原话或等价改写)
- `out_dir`: 输出目录(默认 `./artifacts`)
- `formats`: 默认 `xlsx,pdf,pptx`
- `grain`: `day|week|month`(默认 `month`)
- `dim`: 拆解维度(可选;默认用第一个维度列)
- `measure`: 拆解指标(可选;默认用第一个数值列)
- `topn`: 默认 10
- `time_range`: `YYYY-MM-DD..YYYY-MM-DD`(可选)

如果用户没有给文件路径:先追问“文件在哪里/发我路径”。

### 2) 执行 ReportStudio(不改源文件)

优先用当前 python 环境直接运行:

```bash
python -m reportstudio.cli.main \
  --file <PATH> \
  --prompt "<PROMPT>" \
  --out-dir <OUT_DIR> \
  --formats xlsx,pdf,pptx \
  --topn 10 \
  --grain month
```

需要指定拆解维度/指标时:

```bash
  --dim <DIM_COL> \
  --measure <MEASURE_COL>
```

> 可选:使用 `scripts/run_reportstudio.py` 做一层薄包装,方便做 artifacts 存在性校验与 JSON 捕获。

### 3) 回传“可验收”的结果

- 把 stdout 的 JSON 作为主输出(包含 `artifacts/warnings/tables/meta`)。
- 同时给用户一句人话总结:产物有哪些、是否有 warnings(历史不足/截断/字段未识别等)。

### 4) 保守原则(必须遵守)

- 不编造因果;只输出数据支持的、可量化的结论。
- 历史不足就写 warning,不硬算 DoD/WoW/MoM/YoY。
- 社区版只读:不写 DB、不改源文件、不默认外网。

## 验收

需要验收清单时,读取:`references/acceptance.md`

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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.