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Weather data provenance and reproducibility v1.0.0
Use this resource to record and verify weather data provenance so results can be replayed
New
- 493 downloads
- 223 likes
- 203 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install weather-data-provenanceWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent identifies each input, records the selection, software versions and transformations, computes hashes, then verifies the manifest before anyone claims a result is reproducible. It does not fetch the data itself.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: reproducibility contract and minimum manifest
- SKILL.md: atomic writes, verification, replay and temporary-data lifecycle
Good fit for
- A map, sounding or dataset must be auditable
- Your data came from mutable URLs or mirrors
Not for
Tags
- weather
- provenance
- reproducibility
- manifest
- hashes
About
You say
“Record the provenance of these model outputs, with the exact files, versions and hashes.”
Skill published by ShianMike under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to record and verify weather data provenance so results can be replayed
- Review and adjust the result
Content preview
Files
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- SKILL.md12.1 KB
Origin and licence
Listed unmodified
- Author
- ShianMike
- Source
- github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/weather-data-reproducibility
- Licence
- MIT
Notice
« weather-data-reproducibility » (ShianMike, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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