Star200+

Github Stars Curator

REVIEW · 61
Community indexed

Codex skill for curating GitHub starred repositories into safe, meaningful GitHub Stars Lists.

Verified installs0
Stars15
Version1.0.0
Quality72/100 · Strong
Trust61/100 · Sandbox only
Audit78/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + OpenAI Agents + CLI

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add Leexunhuan743/github-stars-curator

Maintenance

fresh

20d since push

Risk

Needs review

Dependency or permission surface needs review

GitHub quality

15

72/100 Quality · 69/100 Trust

Coverage tags

CodingCoding agentsutilityagent-skillskill

Review notes

Dependency or permission surface needs review · Permission surface may require sandboxing

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
72

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
61

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
78

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

PythonCodexClaude CodeCursorOpenAgentSkill CLI

Stars

15 GitHub stars

Repo activity

15 stars, 0 forks

Maintenance

20d since push

License

MIT

Install

npx skills add Leexunhuan743/github-stars-curator

Install safety

standard package or runtime install path

Permission surface

secrets or environment access, shell or command execution

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 15 GitHub stars

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Coding agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect source files

Suited agents

PythonCodexClaude CodeCursorOpenAgentSkill CLIOpenAI AgentsCLI

Install decision

Command
npx skills add Leexunhuan743/github-stars-curator
Policy
block
Human review
yes

Trust and risk

Trust
61/100
Audit
78/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add Leexunhuan743/github-stars-curator
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • Low GitHub adoption signal
  • High-risk permission hints: Shell or command execution, Secrets or environment access
  • Dependency or permission surface needs review

Alternative

Khazix Skills

19.6K Stars

npx skills add KKKKhazix/khazix-skills

Alternative

Awesome Claude Skills

65.9K Stars

npx skills add ComposioHQ/awesome-claude-skills

Alternative

Claude Scientific Skills

31.2K Stars

npx skills add K-Dense-AI/claude-scientific-skills

Agent safety v2

38/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

high

Secrets or environment access

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

  • High-risk permission hints: Shell or command execution, Secrets or environment access
  • Dependency or permission surface needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install leexunhuan743-github-stars-curator

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20Github%20Stars%20Curator%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Github%20Stars%20Curator%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/leexunhuan743-github-stars-curator/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Github Stars Curator in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Github%20Stars%20Curator%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/leexunhuan743-github-stars-curator/install
Install command: npx skills add Leexunhuan743/github-stars-curator
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/leexunhuan743-github-stars-curator/install

LLM text format

/api/skills/leexunhuan743-github-stars-curator/install?format=text

Find alternatives

/api/skills/search?q=Github%20Stars%20Curator&limit=3

Agent prompt

Use Github Stars Curator for this task. Review https://www.openagentskill.com/api/skills/leexunhuan743-github-stars-curator/install, then install with: npx skills add Leexunhuan743/github-stars-curator

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/leexunhuan743-github-stars-curator

LLM text

/api/registry/manifest/leexunhuan743-github-stars-curator?format=text

Install alias

/api/registry/install/leexunhuan743-github-stars-curator

Recommend

/api/registry/recommend?task=Use%20Github%20Stars%20Curator%20in%20an%20agent%20workflow&limit=3

Agent fit

73/100

Coding agents

Use-case tags

Coding agentsGitHub automationLocal desktop

Platforms

Python, Claude Code, OpenAI Agents

Audit report

Needs review · 78/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Companion skill for Coding agents

Shortlist this skill and compare it with close alternatives before production adoption.

73
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Coding agents

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Coding agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 72/100 quality profile
  • 5 OpenAgentSkill engagement events

review first

  • Low GitHub adoption signal

Implementation path

  1. 1Install it in a sandbox agent and run one Coding agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

61
OpenAgentSkill Trust Score

GitHub adoption

FIX

15 GitHub stars

Stars/forks activity

FIX

15 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

20d since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 15 GitHub stars
  • Stars/forks activity: 15 stars, 0 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

72
GitHub stars
15
Freshness
20d ago
Install ready
Yes
License
MIT
Review before install: Low GitHub adoption signal

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Manage repositories

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Operate local tools

Local desktop

I need my agent to operate local files and desktop apps in a repeatable workflow.

Workflow fit

Add it to a complete workflow

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Turn skills into distribution

Content growth agent

A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Operate and verify web apps

Browser QA agent

A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Alternative shortlist

Compare before you install

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Overview

[**English**](#en) · [**中文**](#cn)

<a id="en"></a>

# GitHub Stars Curator

An agent skill (Codex, Claude Code, and other SKILL.md-compatible agents) that organizes the GitHub repositories you starred into stable, clear, long-term-maintainable lists.

## Features

- **Inventory refresh** — fetch the full starred-repo inventory and compute a delta (`newStars` / `removedStars`) against the previous snapshot. - **README corpus** — download every repo's README into a local semantic review corpus with per-repo metadata stubs. - **Classification** — an agent reads the READMEs (not just descriptions) and assigns repos to a reusable taxonomy; scripted recording with list-name validation. - **General-purpose taxonomy** — a bundled 23-bucket taxonomy (personal software, AI/agent tooling, self-hosted services, developer infrastructure, and a fallback), extendable per workspace. A 500-repo probe and a 300-repo random sample both confirm ~90%+ reasonable placement of classifiable repos. - **Bucket overload review** — when a bucket exceeds ~10% of the total star count (floor 30), the agent analyzes its contents, proposes concrete splits, and asks before creating new lists (recorded in the workspace taxonomy only). - **Cloud drift audit** — read live GitHub list memberships before any writeback; live state wins when it differs from the local ledger. - **Safe writeback** — offline plan → online plan (review `planHash`) → apply with an approved plan; unmanaged lists are preserved by default, and deleting any list requires explicit user approval.

## Install

Clone this repository into your agent's skills directory:

```powershell # Codex (Windows) git clone https://github.com/Leexunhuan743/github-stars-curator.git "$env:USERPROFILE\.codex\skills\github-stars-curator"

# Claude Code git clone https://github.com/Leexunhuan743/github-stars-curator.git "$env:USERPROFILE\.claude\skills\github-stars-curator"

# macOS / Linux (any SKILL.md-compatible agent) git clone https://github.com/L

Platform compatibility

pythonFULL

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 18, 2026
Published
Aug 5, 2026

Frameworks & tools

Python

Decision snapshot

Companion skill

73
Ready
Shortlist
Stage

recent repository activity

Audit

Install review

Install and adoption review

78
Needs review
Security
76/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Github Stars Curator, ready for a manual X post.

Curator note
Github Stars Curator: Codex skill for curating GitHub starred repositories into safe, meaningful GitHub Stars Lists.

15 stars

https://www.openagentskill.com/skills/leexunhuan743-github-stars-curator?ref=x
Open X draft
Optional reply with install command
Listing + install path for Github Stars Curator:
https://www.openagentskill.com/skills/leexunhuan743-github-stars-curator?ref=x

Install: npx skills add Leexunhuan743/github-stars-curator
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to Leexunhuan743 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/leexunhuan743-github-stars-curator?metric=listed&label=Listed)](https://www.openagentskill.com/skills/leexunhuan743-github-stars-curator)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/leexunhuan743-github-stars-curator?metric=trust&label=Trust)](https://www.openagentskill.com/skills/leexunhuan743-github-stars-curator)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/leexunhuan743-github-stars-curator?metric=audit&label=Audit)](https://www.openagentskill.com/skills/leexunhuan743-github-stars-curator/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/leexunhuan743-github-stars-curator?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/leexunhuan743-github-stars-curator)
Preview badge Open audit Creator kit

Author

L

Leexunhuan743

@leexunhuan743

Tags

agent-skillskillagentautomationpython

Platform fit

Claude CodeOpenAI Agents

Health signals

GitHub stars
15
Quality score
45/100
Last GitHub push
Aug 3, 2026
Framework hints
1
OpenAgentSkill views
5
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

61
  • GitHub adoption15 GitHub starsFIX
  • Stars/forks activity15 stars, 0 forks; issue activity unavailable in current metadataFIX
  • Recent maintenance20d since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskcommand execution surface, credential or environment accessCHECK

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InstallView on GitHub