ClaudSkills / General / education-learning

Autocontext

Quality score: 70/100  ·  Category: General  ·  Sub-category: education-learning
ai:llm
Iterative strategy generation and evaluation system. Use when the user wants to evaluate agent output quality, run improvement loops, queue tasks for background evaluation, check run status, or discover available scenarios. Provides LLM-based judging with rubric-driven scoring.

What this skill does

Autocontext is a production-ready Claude Code skill (quality score 70/100) in the education-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/autocontext/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when the user wants to evaluate agent output quality, run improvement loops, queue tasks for background evaluation, check run status, or discover available scenarios. Provides LLM-based judging with rubric-driven scoring.

Who uses this skill

The Autocontext skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

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

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

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

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.

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

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