mloda SKILL.md skillA
mloda from aiskillstore/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aiskillstore/marketplace/mloda@git:20260901.d3b68eePins git:20260901.d3b68ee in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aiskillstore/marketplace
- Path
pending/mloda-ai/mloda/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260901.d3b68ee, committed Sep 1, 2026
- Size
- 5,581 bytes
- Repository stars
- 471
- License
- none declared
Give an AI agent declarative, deterministic data access via mloda (https://github.com/mloda-ai/mloda) - a Python plugin framework where the caller describes WHAT features or data it needs and mloda resolves HOW to compute or fetch them across a plugin graph, with built-in lineage back to source. Use when an agent needs to check whether an existing mloda plugin already covers a requested feature (see the `mloda-plugins` skill for writing a new one), before requesting structured data or feature…
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
# mloda: Declarative Data Access for AI Agents
## Check the registry index first
Always do this before hand-writing a chain step. mloda-registry's community set covers common `{col}__{op}`
transforms: aggregation, window/scalar/frame aggregate, scalar/point arithmetic, rank, offset, percentile,
binning, datetime, string ops, time bucketization, ffill, ema, sessionization, resample. None of it ships with
plain `pip install mloda`; install what you need, e.g. `pip install mloda-community` (all) or
`pip install "mloda-community-rank[pandas]"` (one). See its
[plugins table](https://github.com/mloda-ai/mloda-registry#plugins) for the full list and feature-name
patterns.
The table drifts, so once installed, confirm what's actually loaded rather than trusting a static list:
```python
from mloda.user import PluginLoader
from mloda.steward import get_feature_group_docs
PluginLoader.all()
for fg in get_feature_group_docs():
print(fg.name, fg.description)
```
This only reflects installed packages: an empty or unrelated result means the plugin isn't installed yet, not
that it doesn't exist.
…Read the whole file at its exact version.
How to install
mdr add aiskillstore/marketplace/mloda@sha256:040582169ba34d5aThe line at the top of this page pins the label git:20260901.d3b68ee, 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_3vmqs3xq4brfewxv)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 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 (5581 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
aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3vmqs3xq4brfewxv GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/mloda GET https://markdownregistry.com/api/v1/blob/040582169ba34d5ab644442a85e3fa0baa0c330e2cc8cb6bc509962ec3882bf8
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.