Community indexed
Github Stars Curator
Codex skill for curating GitHub starred repositories into safe, meaningful GitHub Stars Lists.
Overview
Codex skill for curating GitHub starred repositories into safe, meaningful GitHub Stars Lists.
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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:
# 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
View original text
[**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
Review the source
Price & running costs
- Get the skill
- Price unconfirmed
- Run it
- Requirements have not been confirmed. Check the source for agent, API and service charges.
- License
- MIT
- Price unconfirmed
- We have not confirmed a price for this skill. Existing source and install links remain available.
Free to get does not mean free to run. Price labels are not safety ratings. Submit pricing information →
Source needs review
The tracked source changed or could not be synchronized. Review the current source before installing.
Review before install: Avoid automatic install
License: MIT
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- 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
Listed tools are metadata hints, not tested compatibility. Agent prompts are suggested handoffs.
Start with one small task
- 1Read the source. Confirm the input, expected output, dependencies and permissions.
- 2Ask your agent for a plan. Approve setup and any costs before running a small isolated test.
- 3Check the output and changed files. Report only what actually ran; keep the source revision for reproduction.
Check the source for dependencies, API keys and third-party costs. A public repository does not mean every service is free.
Source & usage notes
Repository metadata and review signals are advisory. Popularity, source discovery and successful execution are different facts.
- Source repository
- Leexunhuan743/github-stars-curator
- License
- MIT
- Version
- 1.0.0
- Last GitHub push
- Aug 3, 2026
- Registry updated
- Sep 14, 2026
- Instruction path
- Source structure unverified
Version reported in registry metadata; check source releases before relying on it.
Quality
69/100
Promising
Trust
60/100
Sandbox only
Audit
75/100
Needs review
- Dependency or permission surface needs review
- Permission surface may require sandboxing
- 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
- Verified installs
- —
- Outcomes
- —
Copies are not installs. Installation counts require a reported successful installation; they are not a blanket quality guarantee.
Agent access
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.
More details
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}For the creator
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- Creator
- Leexunhuan743
- Indexed by
- OpenAgentSkill community index
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