Scienceworld Task Interpreter

Q: What is a Claude Code skill and how does the Scienceworld Task Interpreter skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Scienceworld Task Interpreter is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: general-misc · Last updated: 2026-08-20

This skill parses a user's high-level scientific task in the ScienceWorld environment and extracts the core objective and target location. It should be triggered when a new task instruction is received, especially those involving finding, comparing, or manipulating objects. The skill interprets the query to identify the goal (e.g., 'find the animal with the shortest life span') and any specified locations (e.g., 'animals are in the outside location'), outputting a clear, actionable sub-goal for navigation or observation.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Activate this skill when the user provides a new task instruction for the ScienceWorld environment. Your primary function is to interpret the instruction and generate a clear, executable plan.

What this skill does

Scienceworld Task Interpreter is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/scienceworld-task-interpreter/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Scienceworld Task Interpreter Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/scienceworld-task-interpreter
curl -L https://claudskills.com/skills/scienceworld-task-interpreter/SKILL.md \
  -o ~/.claude/skills/scienceworld-task-interpreter/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/scienceworld-task-interpreter/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/scienceworld-task-interpreter/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\scienceworld-task-interpreter\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Scienceworld Task Interpreter Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/scienceworld-task-interpreter/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Scienceworld Task Interpreter skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Scienceworld Task Interpreter skill?

Use Scienceworld Task Interpreter when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Scienceworld Task Interpreter" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Scienceworld Task Interpreter skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Scienceworld Task Interpreter is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/zjunlp/SkillNet/blob/HEAD/experiments/src/skills/scienceworld/scienceworld-task-interpreter/SKILL.md
License: MIT
Author: zjunlp
Website: http://skillnet.openkg.cn/

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

zjunlp. (2026). Scienceworld Task Interpreter [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/scienceworld-task-interpreter/

BibTeX

@misc{scienceworld-task-interpreter-2026,
  author    = {zjunlp},
  title     = {Scienceworld Task Interpreter [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/scienceworld-task-interpreter/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/scienceworld-task-interpreter.svg)](https://claudskills.com/skills/scienceworld-task-interpreter/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/scienceworld-task-interpreter/#security)

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore