data-analysis SKILL.md skillA
data-analysis from bytedance/deer-flow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bytedance/deer-flow/data-analysis@git:20261025.dcb3a70Pins git:20261025.dcb3a70 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bytedance/deer-flow
- Path
skills/public/data-analysis/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261025.dcb3a70, committed Oct 25, 2026
- First version recorded
- Feb 12, 2026
- Size
- 11,057 bytes
- Repository stars
- 84,762
- License
- MIT
Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured data exploration. Supports multi-sheet Excel workbooks, aggregation, filtering, joins, and exporting results to CSV/JSON/Markdown.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Data Analysis Skill ## Overview This skill analyzes user-uploaded Excel/CSV files using DuckDB — an in-process analytical SQL engine. It supports schema inspection, SQL-based querying, statistical summaries, and result export, all through a single Python script. ## Environment setup Prepare the Python environment before running analyses. Install the required packages explicitly using the same interpreter that will run the script: ```bash python -m pip install duckdb openpyxl ``` If either package is missing, the script exits with a setup instruction; it does not invoke an installer or modify the environment. DuckDB's existing spatial-extension setup for loading files is unchanged. ## Core Capabilities - Inspect Excel/CSV file structure (sheets, columns, types, row counts) - Execute arbitrary SQL queries against uploaded data - Generate statistical summaries (mean, median, stddev, percentiles, nulls) - Support multi-sheet Excel workbooks (each sheet becomes a table) - Export query results to CSV, JSON, or Markdown - Handle large files efficiently with DuckDB's columnar engine ## Workflow ### Step 1: Understand Requirements …
Read the whole file at its exact version.
How to install
mdr add bytedance/deer-flow/data-analysis@sha256:8b41f739a74929b3The line at the top of this page pins the label git:20261025.dcb3a70, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_g4vr3wmfrxtudyfl)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Feb 12, 2026 and Oct 25, 2026, about one every 64 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.dcb3a70 latest | 2026-10-25 | dcb3a70 | 11,057 B | A | view · diff |
| git:20261025.afcb915 | 2026-10-25 | afcb915 | 10,765 B | A | view · diff |
| git:20261024.eb7f41c | 2026-10-24 | eb7f41c | 10,440 B | A | view · diff |
| git:20261019.a3c65c7 | 2026-10-19 | a3c65c7 | 10,052 B | A | view · diff |
| git:20260212.4d5fdcb | 2026-02-12 | 4d5fdcb | 8,868 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11057 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
bytedance/deer-flow · 84,762 stars · license MIT · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_g4vr3wmfrxtudyfl GET https://markdownregistry.com/api/v1/resolve?ref=bytedance/deer-flow/data-analysis GET https://markdownregistry.com/api/v1/blob/8b41f739a74929b37efaaf46ac33dd1e81944f693601d4ba5d0957fe1b8a522e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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