AGENTS.mdA
AGENTS.md from saineshnakra/automated-data-analyst is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add saineshnakra/automated-data-analyst/AGENTS.md@git:20261103.f59dfccPins git:20261103.f59dfcc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- saineshnakra/automated-data-analyst
- Path
AGENTS.md- Versions recorded
- 4
- Latest version
- git:20261103.f59dfcc, committed Nov 3, 2026
- First version recorded
- Oct 23, 2026
- Size
- 1,689 bytes
- Repository stars
- 35
- License
- MIT
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
# Working on ADA ADA is a Python package (`ada/`) with a command line (`ada`), tool definitions for language models (`ada/tools.py`), an MCP server (`ada/mcp.py`) and a chat command (`ada/chat.py`). [docs/architecture.md](docs/architecture.md) says which module does what. The research workflow, the modelling mode and the browser app are in [ADA Lab](https://github.com/saineshnakra/ada-lab); `app.py` here only runs ADA Lab's app for the hosted demo. ## Setup and checks ```bash pip install -e ".[dev]" ruff check . python -m unittest discover -s tests ``` One test file: `python -m unittest discover -s tests -p "test_claims.py"`. CI runs the same checks on Python 3.11, 3.12 and 3.13, plus a job that builds the wheel and runs `ada claim`, `ada ask`, `ada scan` and `ada mcp` from it. ## Conventions - Calculations live in the engine modules, never in the command line, the tools or the MCP server; those only wrap the engine. - Every number comes from pandas, SciPy, statsmodels or SymPy and is shown with its calculation. When something can't be computed honestly, refuse with a reason instead of guessing. - Results are deterministic: the same data and question give the same …
Read the whole file at its exact version.
How to install
mdr add saineshnakra/automated-data-analyst/AGENTS.md@sha256:4bb3a652eaf2c22aThe line at the top of this page pins the label git:20261103.f59dfcc, 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_hfr4ccdfmqfdn7l6)
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Versions
The registry has recorded 4 versions of this file, between Oct 23, 2026 and Nov 3, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.f59dfcc latest | 2026-11-03 | f59dfcc | 1,689 B | A | view · diff |
| git:20261101.32e95ee | 2026-11-01 | 32e95ee | 1,682 B | A | view · diff |
| git:20261027.bf61c98 | 2026-10-27 | bf61c98 | 1,511 B | A | view · diff |
| git:20261023.d0d0254 | 2026-10-23 | d0d0254 | 1,505 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (1689 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_hfr4ccdfmqfdn7l6 GET https://markdownregistry.com/api/v1/resolve?ref=saineshnakra/automated-data-analyst/AGENTS.md GET https://markdownregistry.com/api/v1/blob/4bb3a652eaf2c22ab146ccf73ed36e9e2aa94a6a1baabc898b806fbf3219f415
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
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