open-strawberry: Building open version of OpenAI o1 via reasoning traces Demo

by pseudotensor · Agent Tool · ★ 188

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 74/100

Flagged: sudo usage. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

anthropicchain-of-thoughtgroqllama3o1openaireasoning

Quick Facts

Stars188
Forks17
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score74/100
Open Issues1
Last Updated2024-10-15
Created2024-09-15
Platformsgemini, python
Est. Tokens~376k

About open-strawberry

open-strawberry Demo of open-🍓strawberry🍓 project: https://huggingface.co/spaces/pseudotensor/open-strawberry A proof-of-concept to construct of reasoning traces to build an open-source version of OpenAI o1 as inspired by OpenAI's Strawberry algorithm. If you want to support the project, turn ★ into ⭐ (top-right corner) and share it with your friends.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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