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understanding-prime-env

v0.2.1

Published

Generate a rich, self-contained HTML report explaining any Prime Intellect verifiers environment.

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Links

Git

Maintainers

viditostwalviditostwal

Keywords

prime-intellectverifiersenvironmentsrlclaude-skillcursorai-tools

Readme

understanding-prime-env

npm version npm downloads

A skill that generates a rich, self-contained HTML report explaining any Prime Intellect verifiers environment.

Run it from inside any environment folder and get an instant visual breakdown of:

  • Dataset & task examples — what prompts the model sees, with sample rows
  • Reward functions — every reward/metric, its weight, scoring range, and plain-English description
  • Rollout logic — the full scoring pipeline from prompt → response → final score
  • Configuration reference — every parameter with type, default, and description
  • Quick-start commands — install and run the environment immediately

Output is a single environment_overview.html file styled to match the Prime Intellect platform.

Installation

One-line install (recommended)

npx understanding-prime-env

Running the command with no arguments launches an interactive prompt that lets you choose your editor/CLI and install scope.

Non-interactive flags

# Claude Code — global (available in every project)
npx understanding-prime-env --claude --global

# Claude Code — local (this project only)
npx understanding-prime-env --claude

# Cursor
npx understanding-prime-env --cursor

# Windsurf
npx understanding-prime-env --windsurf

# GitHub Copilot
npx understanding-prime-env --copilot

# Zed
npx understanding-prime-env --zed

# All supported tools at once
npx understanding-prime-env --all

Manual install (Claude Code legacy)

claude plugin marketplace add Vidit-Ostwal/understanding-prime-env
claude plugin install understand-environment@understanding-prime-env

Supported tools

| Tool | What gets installed | |---|---| | Claude Code | ~/.claude/skills/understand-environment/SKILL.md (global) or .claude/skills/… (local) | | Cursor | .cursor/rules/understand-environment.mdc | | Windsurf | appended to .windsurfrules | | GitHub Copilot | appended to .github/copilot-instructions.md | | Zed | custom_instructions field in .zed/settings.json |

Usage

Navigate into any verifiers environment folder and ask your AI assistant:

"explain this environment"
"what does this env do?"
"generate an HTML overview"
"understand this environment"

The assistant will read the Python source files and write environment_overview.html to the current directory.

cd environments/ifeval_goblin
# ask your assistant to "explain this environment"
open environment_overview.html

Requirements

  • Node.js ≥ 16 (for the installer)
  • A verifiers environment directory to analyze

Links