data-analysis SKILL.md skillA
data-analysis from trpc-group/trpc-agent-python is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add trpc-group/trpc-agent-python/data-analysis@git:20260401.f485ee4Pins git:20260401.f485ee4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- trpc-group/trpc-agent-python
- Path
examples/skills/skills/data_analysis/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260401.f485ee4, committed Apr 1, 2026
- Size
- 997 bytes
- Repository stars
- 147
- License
- a license file GitHub does not identify
Python-based data analysis tools using pandas and numpy for data processing and visualization.
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
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.txtRead the whole file at its exact version.
How to install
mdr add trpc-group/trpc-agent-python/data-analysis@sha256:ae105fcb4c7f702fThe line at the top of this page pins the label git:20260401.f485ee4, 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_bvyxnpksv3qif44k)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 1, 2026.
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 (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
trpc-group/trpc-agent-python · 147 stars · license a license file GitHub does not identify · pushed 2026-11-04 · 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 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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