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chenghaoYang
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collect

Collect coding agent training papers and methods into a centralized registry.

2|Updated Mar 19, 2026
Search Tags:#research#github#arxiv#papers#semantic-scholar#collect#method-registry
One-click install
npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill collect-chenghaoyang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: collect
Source: https://github.com/chenghaoYang/auto-coder-trainer/tree/main/skills/collect
Command: npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill collect-chenghaoyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Collect and structure research papers, projects, and methods related to coding agent training to build a centralized registry.

Core Features & Use Cases

  • Automated discovery: Search arXiv, Semantic Scholar, and GitHub for relevant papers and projects.
  • Structured method cards: Extract paper metadata, proposed methods, dependencies, and results into a reusable atom format.
  • Registry integration: Append method cards to recipes/registry/method_atoms.json and surface novelty assessments.

Quick Start

Ask me to collect papers on coding agent training and add them to the method registry.

Frequently Asked Questions about collect

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I collect and structure research papers on coding agent training?▼

You can collect coding agent training research by searching arXiv, Semantic Scholar, and GitHub to extract paper metadata, proposed methods, and results into a structured, reusable atom format for a centralized registry.

What is the best way to build a centralized method registry for SFT and RL literature?▼

Building a method registry involves discovering 2025-2026 literature on SFT, RL, and trajectory data across arXiv and Semantic Scholar, then appending extracted method cards to a structured JSON path.

Can I search GitHub and arXiv for coding agent evaluation methods automatically?▼

Yes, automated discovery searches GitHub and arXiv for relevant papers and projects, extracting proposed methods and dependencies into structured method cards for registry integration.

How do I extract paper metadata and dependencies into a reusable atom format?▼

Extracting paper metadata into a reusable atom format requires structuring proposed methods, dependencies, and results from discovered literature, then appending them to recipes/registry/method_atoms.json.

Does this research collection workflow require external dependencies?▼

No external dependencies are required to run this research collection workflow, allowing you to directly search academic sources and structure findings into the method registry.

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