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harrylabsj

Sheet Agent

by haidong · GitHub ↗ · v1.0.10 · MIT-0
cross-platform ✓ Security Clean
200
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0
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0
Active Installs
11
Versions
Install in OpenClaw
/install sheet-agent
Description
Spreadsheet operations agent for CSV and Excel files: inspect data, detect anomalies, answer business questions, generate reports, and preview edits safely.
Usage Guidance
This skill appears coherent and implements the spreadsheet-reading, anomaly detection, reporting, and safe-change-preview features it claims. Before installing: (1) confirm you trust the unknown author (source/homepage are absent); (2) be aware the skill will read whichever local spreadsheet files you point it at and, upon confirmed edits, will create backups under the skill's backup/ directory (check where that folder will live in your environment); (3) the script requires pandas and openpyxl — install them in an isolated Python environment before running; (4) if you need stronger assurance, review the full scripts (they are included) or run the bundled test suite in an isolated environment to validate behavior. No network calls, credential access, or obfuscated code were found in the provided files.
Capability Analysis
Type: OpenClaw Skill Name: sheet-agent Version: 1.0.10 The sheet-agent skill is a legitimate tool designed for spreadsheet analysis, anomaly detection, and reporting. The core logic in `scripts/sheet_agent.py` implements robust safety features, including a mandatory change-preview mechanism and automatic file backups to a local directory before any potential write operations. The code uses standard data processing libraries (pandas, openpyxl) and shows no signs of malicious intent, data exfiltration, or prompt injection vulnerabilities.
Capability Assessment
Purpose & Capability
Name/description match the provided code and tests: the package reads CSV/.xlsx, infers table types, detects anomalies, answers NL queries, generates reports, and previews/writes changes. No unrelated credentials, binaries, or services are requested.
Instruction Scope
SKILL.md and README limit operations to reading local spreadsheet files and producing previews/reports. The documented safety rules (read-only by default, explicit confirmation for writes, backup before write) are implemented in code and tests. Instructions do not ask for unrelated system files, environment variables, or external endpoints.
Install Mechanism
No install spec provided (instruction-only skill) and the code is included directly. This is low-risk compared with remote download installs. The script checks for Python deps (pandas, openpyxl) and exits if missing; dependencies are standard and expected.
Credentials
No environment variables, credentials, or config paths are requested. The skill operates on user-provided file paths only. There are no API keys, tokens, or unrelated env requirements.
Persistence & Privilege
always:false (normal). The skill will create a backup/ directory alongside the skill code and copy backed-up spreadsheet files there — this is a documented behavior and logically related to its purpose, but it does mean the skill will write files under its own skill directory when performing confirmed writes/backups. It does not modify other skills or global config.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install sheet-agent
  3. After installation, invoke the skill by name or use /sheet-agent
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.10
Fix ClawHub listing metadata by publishing a valid English SKILL.md description so the page summary updates from Chinese to English.
v1.0.9
Translate the skill content and examples to English for the ClawHub listing and packaged files.
v1.0.8
Replace remaining Chinese listing and packaged source text with English.
v1.0.7
Sync the published metadata to English so the ClawHub page summary and repo stay aligned.
v1.0.6
Update summary to English via skill.json summary field.
v1.0.5
Update summary to English.
v1.0.4
English documentation. Skill.json description synced to English.
v1.0.3
- Updated skill metadata in skill.json; no changes to functionality or documentation. - Version remains focused on spreadsheet reading, business queries, anomaly detection, and safe change previews. - No changes to features, usage, or output examples in this version.
v1.0.2
sheet-agent v1.0.2 - Updated README.md for improved documentation and usage clarity. - No changes to the skill's logic or features.
v1.0.1
- SKILL.md rewritten in English for broader accessibility. - Core features, usage, outputs, and safety principles are now clearly described in English. - No functionality changes—documentation only. - Examples, scenarios, and safety mechanisms remain unchanged but translated and clarified. - Recommended limitations and best practices included in concise terms.
v1.0.0
sheet-agent 1.0.0 - 首次发布:将自然语言转化为表格理解、异常发现、业务结论和安全改写建议。 - 支持读取并理解 CSV / Excel 表格,自动识别列名和业务类型。 - 实现表格数据业务查询、异常(空值/重复/负数等)自动检测与汇报。 - 一键生成日报、周报、运营摘要,包含结构化数据和趋势描述。 - 所有改动先给预览,仅在用户确认后执行写入,内置安全机制。 - 仅支持单表分析处理,暂不支持跨表关联查询。
Metadata
Slug sheet-agent
Version 1.0.10
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 11
Frequently Asked Questions

What is Sheet Agent?

Spreadsheet operations agent for CSV and Excel files: inspect data, detect anomalies, answer business questions, generate reports, and preview edits safely. It is an AI Agent Skill for Claude Code / OpenClaw, with 200 downloads so far.

How do I install Sheet Agent?

Run "/install sheet-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Sheet Agent free?

Yes, Sheet Agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Sheet Agent support?

Sheet Agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Sheet Agent?

It is built and maintained by haidong (@harrylabsj); the current version is v1.0.10.

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