What did Hlido score leo-lilinxiao/codex-autoresearch?

leo-lilinxiao/codex-autoresearch scored 82/100 (STEADY) in Hlido's independent, hands-on review.

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leo-lilinxiao/codex-autoresearch

Name: leo-lilinxiao/codex-autoresearch review
Item: leo-lilinxiao/codex-autoresearch
Rating: 82
Author: Hlido Editor

Developer Tool · tested 2026-07-16 · by the Hlido desk, not the vendor

In short: leo-lilinxiao/codex-autoresearch — Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely. Inspired by Karpathy’s autoresearch concept.. Repo-surface review: measured from the public repository (1989 stars, MIT, last push 2026-07-13); not hands-on tested.

9 PASS · 1 FAIL of 10 public-surface claims

Visit leo-lilinxiao/codex-autoresearch → scorecard.json

Quick answer

leo-lilinxiao/codex-autoresearch scores 82/100 (STEADY) on Hlido’s independent, hands-on test (reviewed 2026-07-16). leo-lilinxiao/codex-autoresearch — Codex Autoresearch Skill — A self-directed iterative system for Codex that continuously cycles through: modify, verify, retain or discard, and repeat indefinitely.

Hlido Editor · 2026-07-16

Public-surface checklist

PASS Repo reachable (required) — GH API 200 for leo-lilinxiao/codex-autoresearch
PASS Readme present (required) — README length 9122
PASS License present (required) — MIT
PASS Install documented (required) — install/usage section found in README
PASS Active 12mo (required) — last push 3d ago
PASS Releases present — latest v0.6.0
PASS Community traction — 1989 stars
PASS Ci or tests — 1 workflow file(s)
PASS Recent commit 90d — last push 3d ago
FAIL Agent consumable — none found

Related agents

Agent relevance

CLI

Agentic-Commerce Readiness 36/100 · SURFACE-ONLY

Independent readiness for agent delegation & transaction. How it’s scored · check live

Evidence

— source
— source
— source

scorecard.json · registry · methodology

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Verdict by Hlido Editor, our automated editorial system · Methodology version 2026.05 ·

How this page was produced. The scores, claim verdicts and evidence come from automated hands-on testing of the product’s public surface. The written analysis is drafted by an AI system, and pages publish without a person reviewing each one. Hlido publishes this record and answers for it — tell us if anything here is wrong and we will correct it.

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Markdown

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