noworkflow SKILL.md skillA
noworkflow from gems-uff/noworkflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gems-uff/noworkflow/noworkflow@git:20261026.aa52dc2Pins git:20261026.aa52dc2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gems-uff/noworkflow
- Path
skills/noworkflow/SKILL.md- Versions recorded
- 9
- Latest version
- git:20261026.aa52dc2, committed Oct 26, 2026
- First version recorded
- Oct 16, 2026
- Size
- 21,312 bytes
- Repository stars
- 130
- License
- MIT
Captures and analyzes the provenance of Python scripts with noWorkflow (the `now` command) — runs a script as a recorded trial, lists, shows and compares trials, traces where a value or an output file came from, exports provenance to Prolog, PROV-N, Graphviz or notebooks, restores earlier versions of the script and its files, and opens the visualization. Use when the user wants to record how a script produced its results, compare two runs of an experiment, find which inputs, files or functions…
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
# noWorkflow noWorkflow records the provenance of a Python script without any change to the script. `now run script.py` executes it and stores a **trial**: the script and the local modules it imported (with their content), the arguments, the environment, every function activation with its arguments and return values, every variable evaluation and its dependencies, and every file the script opened, with the content before and after. Trials are kept in a `.noworkflow/` directory, and the other commands read, compare, export and restore them. Use it to answer questions like "what changed between yesterday's run and today's?", "which input files produced this output?", "which values does this result derive from?" and "give me back the script and data of run 3". The help of the installed version is the reference: `now -h` and `now <command> -h`. What follows was checked by running each command; where a command misbehaves today, the issue number in the noWorkflow repository says so — check it before telling the user something cannot be done. ## Install and check the installation ```bash pip install noworkflow # the collector, the CLI and the vis server …
Read the whole file at its exact version.
How to install
mdr add gems-uff/noworkflow/noworkflow@sha256:820a29d94369f2ccThe line at the top of this page pins the label git:20261026.aa52dc2, 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_vlwmkud5uulnfret)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Oct 16, 2026 and Oct 26, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.aa52dc2 latest | 2026-10-26 | aa52dc2 | 21,312 B | A | view · diff |
| git:20261025.31b3b28 | 2026-10-25 | 31b3b28 | 21,243 B | A | view · diff |
| git:20261025.c418560 | 2026-10-25 | c418560 | 20,928 B | A | view · diff |
| git:20261025.b0f5b39 | 2026-10-25 | b0f5b39 | 20,857 B | A | view · diff |
| git:20261025.f2febf5 | 2026-10-25 | f2febf5 | 20,721 B | A | view · diff |
| git:20261022.1ce05c8 | 2026-10-22 | 1ce05c8 | 18,404 B | A | view · diff |
| git:20261022.39ecbdf | 2026-10-22 | 39ecbdf | 18,431 B | A | view · diff |
| git:20261020.3a97e9e | 2026-10-20 | 3a97e9e | 18,123 B | A | view · diff |
| git:20261016.5098d22 | 2026-10-16 | 5098d22 | 17,879 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 (21312 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
gems-uff/noworkflow · 130 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vlwmkud5uulnfret GET https://markdownregistry.com/api/v1/resolve?ref=gems-uff/noworkflow/noworkflow GET https://markdownregistry.com/api/v1/blob/820a29d94369f2cc773da8c8d43ced4dcbf04de089c896b4daaa5b5435307dfa
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.