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High-stakes analytics with evidence and limits v1.0.0

Use this resource to analyse ambiguous data for a high-stakes decision, with sources and limits

New

  • 301 downloads
  • 226 likes
  • 232 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install evidence-based-analysis-lab

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

The agent first checks data quality (missing values, duplicates, leakage), chooses one of four analytical routes and produces a sourced visual report. Each conclusion states its uncertainty and limits. You get a traceable analysis file for a decision.

Mostly picked by

Updated November 2, 2026

Card for the “High-stakes analytics with evidence and limits” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: quality gates and the four analytical routes
  • SKILL.md: project structure, configuration and usage examples

Good fit for

  • You must defend a figure in front of a committee or a client
  • Your data is incomplete and you want a check before analysis

Not for

    Tags

    • analytics
    • decision
    • data quality
    • reporting

    About

    You say

    “Analyse this sales file, check its quality and tell me what the data supports.”

    Card for the “High-stakes analytics with evidence and limits” skill

    Skill published by reason-machines under the MIT 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 analyse ambiguous data for a high-stakes decision, with sources and limits
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE0 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md18.9 KB

    Origin and licence

    Listed unmodified

    Author
    reason-machines
    Source
    github.com/reason-machines/data-skills/tree/25d6ee79eea935ef4be1ee375a5777b2ad259f0a/skills/high-stakes-analytics-decision-lab
    Licence
    MIT

    Notice

    « high-stakes-analytics-decision-lab » (reason-machines, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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