⚖️
QualityPython

AutoContext

by greyhaven-ai

AutoContext is a Quality skill for Claude Code, published by greyhaven-ai in autocontext.

1.3K stars110 forkson greyhaven-ai/autocontextAdded 2026/08/20Repository updated 2026/08/20
View source on GitHubDownload repo ZIP
agentsaiautoresearchclaudeclaude-codecodexhermeshermes-agentllmsmlopenclawpipi-coding-agent
Install in seconds
Install AutoContext
Copy AutoContext into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/greyhaven-ai/autocontext/tree/main/pi/skills/autocontext ~/.claude/skills/autocontext

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/greyhaven-ai/autocontext.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
pi/skills/autocontext/SKILL.md in greyhaven-ai/autocontext
Installs to
~/.claude/skills/autocontext
Collection
One of 5 skills cataloged from this repository
Category
Quality — 1354 skills

What AutoContext does

AutoContext uses LLM-based judging with rubric-driven scoring to evaluate and improve agent outputs. Use it to run improvement loops, queue background evaluations, check run status, inspect artifacts and session lineage, or discover scenarios.

AutoContext is cataloged under Quality on DirSkills. AutoContext comes from a repository tagged agents, ai, autoresearch, claude and claude-code.

Frequently asked about AutoContext

  • What else does greyhaven-ai publish alongside AutoContext?

    AutoContext is one of 5 skills that DirSkills catalogs from greyhaven-ai/autocontext, the repository it ships in. Its siblings there include Autocontext, Autocontext Consumer and Autocontext Creator. Each one is a separate skill with its own page in this directory, installs the same way AutoContext does, and is maintained by greyhaven-ai in that same repository. The rest of the collection is listed on the greyhaven-ai/autocontext page.

  • How does AutoContext compare to other Quality skills?

    AutoContext ranks #707 by stars among the 1354 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of AutoContext against them. Open each page to compare what they document and how they install.

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