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Data science and engineering coaching foundation v1.0.0

Use this resource to manage the state, resumption and transitions of a data science coaching session

New

  • 311 downloads
  • 102 likes
  • 245 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install data-science-coach-state-management

With 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 login

This skill is not a user entry point: the coach loads it at initialization and on resumption. It describes the job registry, session state and transitions between phases. You get coaching that stays consistent from one session to the next.

Mostly picked by

Updated November 2, 2026

Card for the “Data science and engineering coaching foundation” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
CC-BY-4.0

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What you get

  • references/session-state.md: session state and resumption
  • references/job-registry.md: job registry
  • references/transition-protocol.md: transition protocol

Good fit for

  • You follow a data science path across several sessions
  • A job changes phase and the coach must keep track of its state

Not for

    Tags

    • data science
    • state
    • resumption
    • transitions
    • coaching

    About

    You say

    “Pick up my data science coaching path where I left off.”

    Card for the “Data science and engineering coaching foundation” skill

    Skill published by microsoft under the CC-BY-4.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to manage the state, resumption and transitions of a data science coaching session
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/flow-state.md5.4 KB
    • references/job-registry.md18 KB
    • references/lifecycle-classes.md4.1 KB
    • references/session-state.md7.1 KB
    • references/transition-protocol.md3 KB
    • SKILL.md4 KB

    Origin and licence

    Listed unmodified

    Author
    microsoft
    Source
    github.com/microsoft/hve-core/tree/854593cab3f35b3c57035c88794b705b4b64e6a0/.github/skills/data-science-engineering/data-science-engineering-foundation
    Licence
    CC-BY-4.0

    Notice

    « data-science-engineering-foundation » (microsoft, CC-BY-4.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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