Home / trpc-group / trpc-agent-python · examples/skills/skills/data_analysis/SKILL.md · GitHub

data-analysis skillA

data-analysis is agent-read markdown (skill) from trpc-group/trpc-agent-python: Python-based data analysis tools using pandas and numpy for data processing and visualization..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

Overview

Perform data analysis tasks using Python with pandas and numpy libraries.
This skill can read CSV files, perform statistical analysis, generate
summaries, and create visualizations. Input data files are typically
exposed under `work/inputs/` or can be generated by other skills.

Examples

1) Analyze a CSV file and generate basic statistics

   Command:

   python3 scripts/analyze_csv.py \
     work/inputs/data.csv \
     out/analysis_report.txt

2) Calculate descriptive statistics for numeric columns

   Command:

   python3 scripts/describe_data.py \
     work/inputs/sales.csv \
     out/sales_stats.txt

3) Generate a data summary report

   Command:

   python3 scripts/summarize_data.py \
     work/inputs/dataset.csv \
     out/dataset_summary.txt

Output Files

- out/analysis_report.txt
- out/sales_stats.txt
- out/dataset_summary.txt

Read the whole file at its exact version.

How to install

Latest version
mdr add trpc-group/trpc-agent-python/data-analysis@git:20260401.f485ee4
Exact content
mdr add trpc-group/trpc-agent-python/data-analysis@sha256:ae105fcb4c7f702f

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bvyxnpksv3qif44k.svg)](https://markdownregistry.com/a/art_bvyxnpksv3qif44k)

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Versions

versioncommittedcommitsizeaudit
git:20260401.f485ee4 latest2026-04-01 f485ee4 997 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (997 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

GitHub

trpc-group/trpc-agent-python · 143 stars · license NOASSERTION · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bvyxnpksv3qif44k
GET https://markdownregistry.com/api/v1/resolve?ref=trpc-group/trpc-agent-python/data-analysis
GET https://markdownregistry.com/api/v1/blob/ae105fcb4c7f702f0dde4a27b8320539704d576fa3235fce2195e6dde8c65b02

Your agent 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.

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