Bootstrap

by agentscope-ai

Bootstrap is an AI Engineering skill for Claude Code, published by agentscope-ai in OpenJudge.

797 stars64 forkson agentscope-ai/OpenJudgeAdded 2026/08/23+1% in starsRepository updated 2026/08/03

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Install in seconds

Install Bootstrap

Copy Bootstrap 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/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/08-bootstrap ~/.claude/skills/08-bootstrap

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/agentscope-ai/OpenJudge.git

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

In this catalog

Source file: skills/eval_pipeline/08-bootstrap/SKILL.md in agentscope-ai/OpenJudge
Installs to: ~/.claude/skills/08-bootstrap
Collection: One of 18 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Bootstrap does

Bootstrap helps you create a first evaluation when you have no labels, no traces, and no criteria yet. It generates a v0 grader, synthetic test inputs, and a roadmap for collecting human labels and calibrating the evaluator.

Bootstrap is cataloged under AI Engineering on DirSkills. Bootstrap comes from a repository tagged agent, agent-skills, ai-agent, alignment and evaluation.

Documentation

README

Excerpt

Bootstrap

Cold-start an evaluation system when you have nothing. In 30 minutes you get a working v0 grader and a clear path to a calibrated, trustworthy evaluation.

Requires OpenJudge (pip install py-openjudge) for the grader generators (SimpleRubricsGenerator / IterativeRubricsGenerator). The interview, stratification, and calibration-roadmap methodology is SDK-independent.

Checklist

You MUST create a task for each item and complete them in order:

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Bootstrap

What else does agentscope-ai publish alongside Bootstrap?
Bootstrap is one of 18 skills that DirSkills catalogs from agentscope-ai/OpenJudge, the repository it ships in. Its siblings there include Align Human, Auto Arena and BibTeX Verification. Each one is a separate skill with its own page in this directory, installs the same way Bootstrap does, and is maintained by agentscope-ai in that same repository. The rest of the collection is listed on the agentscope-ai/OpenJudge page.
How does Bootstrap compare to other AI Engineering skills?
Bootstrap ranks #1620 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. 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 Bootstrap against them. Open each page to compare what they document and how they install.