pymc-labs/daimon

data-cleaning

Mutate data without destroying the evidence — dedup, dtype coercion, missing-value decisions, outlier flagging, category and unit normalisation, joins, pivots and aggregations to a new grain, and columns the source does not contain — appending a row to…

원문 언어: 영어

data-ingestion

Load whatever the request points at — one CSV or Excel export, twelve related tables, a folder of 500 emails, a 4 GB log you never load, a warehouse table you query in place — and record every source in run/manifest.json with the grain one row represents, the…

원문 언어: 영어

data-validation

Decide whether data is fit to analyze before anyone analyzes it. A phase-1 pass runs in seconds — dtypes, the grain one row claims to represent, referential gaps between tables, plausibility ranges, coverage — and emits run/validation.json with a…

원문 언어: 영어

eda-storytelling

Turn a finished analysis into something a person reads and acts on — lead with the finding that settles the question or moves the decision, trace every number back to a run/findings.jsonl, run/changelog.jsonl or run/manifest.json record, and cut the rest.…

원문 언어: 영어

exploratory-data-analysis

Profile and interrogate data before anyone makes a claim about it — a cleaned frame, a folder of parquet parts, a warehouse table you query in place, or an index frame over a corpus of documents. Summary statistics do not identify a distribution — Anscombe's…

원문 언어: 영어

file-handling

Read images and large files without destroying the conversation. Use before reading any image — a screenshot you took, a chart you rendered, a photo the user sent — and before reading a file you have not sized. Reading an oversized image ends the conversation…

원문 언어: 영어

marimo-notebooks

Publish interactive marimo notebooks via the daimon MCP server. Mint a one-time upload URL with create_notebook_upload_url, get the .py into a sandbox file, and curl -X PUT --data-binary it to the URL — source never goes through a tool argument, which…

원문 언어: 영어

pymc-artifact-style

Apply PyMC Labs' house style to every artifact you produce — reports, PDFs, slide decks, charts, images, notebooks. Use whenever you generate something a person will look at, before you deliver it.

원문 언어: 영어

workspace-setup

First-time workspace setup and agent-roster operations for a daimon workspace — repo binding, skills, MCP servers, credentials, routines, and what's admin-managed versus open to build.

원문 언어: 영어

cli-auth

Mint short-lived CLI access tokens via the daimon MCP server's get_cli_token tool.

원문 언어: 영어