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ds-executing-plans

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Execute your plan in verified batches.

Data & Analytics#SQL#checkpointing#evidence reporting#experiment analytics#notebook reproducibility#analysis execution#validation checks
AuthorKhodzitcky-Vl
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Prevents broken or unreproducible analyses by executing an approved analysis plan in small, checkpointed batches with review-ready evidence between runs.

Core Features & Use Cases

  • Batch execution with checkpoints: Runs tasks in controlled chunks and pauses for methodological review after each batch.
  • Validation-level enforcement: Uses the plan’s validation level (light, standard, strict) to scale diagnostics and decision-protecting checks appropriately.
  • Rerun-based evidence & reader-facing verification: Produces reproducible artifacts (tables/manifests/diagnostic cells) with compact pass/fail evidence instead of noisy or scattered fail-fast errors.
  • Runtime observability: Ensures long SQL/notebook work is not silent by adding stage messages, timings, row-count signals, and coarse progress without log spam.

Quick Start

Use the ds-executing-plans skill to execute a previously written analysis plan in small verified batches and report review-ready artifacts after each batch.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ds-executing-plans
Download link: https://github.com/Khodzitcky-Vl/data-science-ai-superpowers/archive/main.zip#ds-executing-plans

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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