ada SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
ada from saineshnakra/automated-data-analyst is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add saineshnakra/automated-data-analyst/ada@git:20261103.abd3bb7Pins git:20261103.abd3bb7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- saineshnakra/automated-data-analyst
- Path
ada/skills/ada/SKILL.md- Versions recorded
- 10
- Latest version
- git:20261103.abd3bb7, committed Nov 3, 2026
- First version recorded
- Oct 23, 2026
- Size
- 8,102 bytes
- Repository stars
- 35
- License
- MIT
Compute and check numbers from CSV or Excel tables with ADA (the automated-data-analyst Python package). It computes every number in pandas, SciPy and statsmodels with the calculation and rows behind it, checks a number stated about a table (verified, or unverified with a reason), maps a folder of related files and how they join, or refuses with a reason instead of guessing. Use when someone wants a number from a data file, wants a number in a report or an answer checked against the data…
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
# ADA: data analysis with every number computed
ADA computes numbers from CSV and Excel tables and checks numbers stated
about them. Every number comes from pandas, SciPy or statsmodels, with the
calculation and the rows behind it; when ADA can't compute something honestly
it refuses with the reason.
Let ADA do the arithmetic. Report the numbers it computed, with the test or
calculation it names, rather than computing or estimating them yourself; when
it refuses, pass the reason on. That way everything you report can be checked
against ADA's output and the data.
Pick the mode from what the person wants:
- **A number, or a check of one** ("what is the average delay?", "is it true
that 32% survived?", or any number you are about to write about a data
file): "Computing and checking numbers" below.
- **A folder of related files**: `ada scan data/` first and ask its
questions, then `ada ask` and `ada claim` on the folder or a file.
- **Just what is in a file**: `ada analyze data.csv`, or in Python
`ada.analyze("data.csv")`. See "First look" at the end.
```bash
pip install automated-data-analyst
ada --version
```
…Read the whole file at its exact version.
How to install
mdr add saineshnakra/automated-data-analyst/ada@sha256:4360478de162b4bbThe line at the top of this page pins the label git:20261103.abd3bb7, 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_wxpdrvlfnobm34ro)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Oct 23, 2026 and Nov 3, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.abd3bb7 latest | 2026-11-03 | abd3bb7 | 8,102 B | A | view · diff |
| git:20261103.5c08957 | 2026-11-03 | 5c08957 | 7,922 B | A | view · diff |
| git:20261103.519c0d1 | 2026-11-03 | 519c0d1 | 7,866 B | A | view · diff |
| git:20261103.77ba8d5 | 2026-11-03 | 77ba8d5 | 7,787 B | A | view · diff |
| git:20261101.91bf855 | 2026-11-01 | 91bf855 | 7,415 B | A | view · diff |
| git:20261031.54431ca | 2026-10-31 | 54431ca | 16,773 B | A | view · diff |
| git:20261027.39a9c76 | 2026-10-27 | 39a9c76 | 15,773 B | A | view · diff |
| git:20261027.b961f51 | 2026-10-27 | b961f51 | 15,106 B | A | view · diff |
| git:20261027.3ae91e8 | 2026-10-27 | 3ae91e8 | 14,546 B | A | view · diff |
| git:20261023.2a7f11e | 2026-10-23 | 2a7f11e | 11,704 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 (8102 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
saineshnakra/automated-data-analyst · 35 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wxpdrvlfnobm34ro GET https://markdownregistry.com/api/v1/resolve?ref=saineshnakra/automated-data-analyst/ada GET https://markdownregistry.com/api/v1/blob/4360478de162b4bb2a08f53b5c644b3872a1924d83288eff9a01142034c99a45
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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