OpenAgentSkill Registry Manifest
Skill: bootstrap
Slug: agentscope-ai-bootstrap
Category: design-creative
Description: Use when the user has nothing — no traces, no labels, no eval set — and needs to build a v0 evaluation from scratch. Also use when the user says "I need to start evaluating my app but don't know where to begin," "I want to set up eval for a new product," or has just identified failure modes and needs to turn them into principles. Outputs a v0 grader in 30 minutes using OpenJudge SimpleRubricsGenerator, plus a roadmap to reach calibrated evaluation.

Agent fit:
- Decision: 81/100 Strong shortlist
- Primary fit: Browser automation
- Role: Companion skill

Supply profile:
- Track: Design and creative production
- Scenario: Design and creative
- Applicable agents: Claude Code, OpenAI Agents, CLI, Codex, Cursor
- Maintenance: 1mo since push
- Risk: Needs review

Trust:
- Trust score: 76/100 Strong shortlist
- Audit: 78/100 Needs review

Attribution:
- Status: Registry indexed
- Source: github candidate review
- Creator: agentscope-ai
- Claim URL: https://www.openagentskill.com/skills/agentscope-ai-bootstrap#claim-this-skill

Install:
npx skills add agentscope-ai/OpenJudge --skill bootstrap

URLs:
- Web: https://www.openagentskill.com/skills/agentscope-ai-bootstrap
- API: https://www.openagentskill.com/api/agent/skills/agentscope-ai-bootstrap
- Install API: https://www.openagentskill.com/api/skills/agentscope-ai-bootstrap/install
- Repository: https://github.com/agentscope-ai/OpenJudge/tree/main/skills/eval_pipeline/08-bootstrap