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Use when searching for open-source implementations, code repositories, or reference codebases on GitHub. Triggers when user asks to find code, implementations, libraries, or projects related to a technical topic.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | github-codebase-search |
| description | Use when searching for open-source implementations, code repositories, or reference codebases on GitHub. Triggers when user asks to find code, implementations, libraries, or projects related to a technical topic. |
Search GitHub for relevant code repositories and implementations.
https://github.com/search?q=QUERY&type=repositories&sort=stars&order=desc
Search by topic tag:
https://github.com/topics/TOPIC-NAME
Search with filters:
https://github.com/search?q=QUERY+language:python+stars:>100&type=repositories
Build 3 query types:
| Type | Example |
|---|---|
| Exact name | "diffusion model" |
| Task + framework | transformer pytorch implementation |
| Paper title | "Attention Is All You Need" code |
For each repo, assess:
| Signal | Threshold |
|---|---|
| Stars | >100 = notable, >1000 = popular |
| Last commit | <1 year = active |
| README quality | Clear install + usage |
| License | Check for commercial use |
| Issues/PRs | Active community |
When you need the full codebase (not just a few files), clone it:
git clone https://github.com/owner/repo.git
For large repos, use shallow clone to save time:
git clone --depth 1 https://github.com/owner/repo.git
After cloning or fetching a repo, check these paths:
README.md — overview, installation, usagerequirements.txt / setup.py / pyproject.toml — dependencies## GitHub Codebases: [Topic]
### Repo 1: [owner/repo-name](https://github.com/owner/repo)
- **Stars:** 3.2k | **Language:** Python | **Updated:** 2024-11
- **Description:** [What it implements]
- **Key files:** `src/model.py`, `train.py`
- **Usage:** `pip install X` then `python train.py`
- **Relevance:** [Why useful for the task]
### Repo 2: ...
Papers With Code links — papers often link to official implementationsawesome-TOPIC repos for curated listsUse when searching for academic papers, research references, or scientific literature on arxiv.org. Triggers when user asks to find papers, citations, related work, or state-of-the-art research on a topic.
Interact with Confluence Cloud via REST API — create pages, update content, search with CQL, read documentation, and manage spaces. Use this skill whenever the user mentions Confluence pages, wiki, documentation, knowledge base, spaces, or anything related to Confluence content management, even if they don't explicitly say 'Confluence'.
Use when searching for codebase architecture, structure, or documentation of open-source GitHub repositories via DeepWiki. Triggers when user asks to understand a repo's architecture, internals, codebase structure, or how a specific subsystem works in an open-source project.
Use when synthesizing information from multiple research sources (papers, repos, blogs) into a coherent knowledge base. Triggers when multiple references have been gathered and need to be integrated, deduplicated, or cross-referenced.
Interact with Jira Cloud via REST API — create issues, search with JQL, view details, update fields, transition workflow states, add comments, list projects, and browse boards/sprints. Use this skill whenever the user mentions Jira tickets, issues, sprints, boards, JQL, or anything related to Jira project management, even if they don't explicitly say 'Jira'.
Automatically fill PR template from plan.md, commit, push, and open a GitHub pull request for the current branch. Use when the user says "open pr", "create pr", "submit pr", or any variation of opening a pull request.