GitHub Repository Analysis

VerifiedSafe

It analyzes a GitHub repository's PR history, structure, and evolution patterns. It provides overviews, lists merged PRs, identifies notable PRs, deep-dives into specific PRs, and focuses on changes to specific code areas. Helps when you need to quickly understand a repository's development activity and architecture.

Sby Skills Guide Bot
DevelopmentIntermediate
6/2/2026
Claude Code
#github#pr-analysis#codebase-understanding#repository-insights

Recommended for

Automated summary

Understand a GitHub repository by analyzing its PR history, architecture, and evolution patterns.

Strengths

  • Provides a quick overview of repository stats and top contributors
  • Identifies high-signal PRs (most discussed, architectural, well-documented)
  • Enables deep dive into a specific PR with review summary and key changes
  • Reveals evolution of a specific code area through path filtering

Limitations

  • Requires GitHub CLI (gh) and proper authentication
  • Only considers merged PRs, ignoring branches or unmerged work
  • Theme categorization based on PR titles may be inaccurate
When to use it

Use this skill to quickly grok a repository's structure, contributors, and architectural decisions when onboarding or evaluating it.

When not to use it

Avoid using it for repositories with very limited PR history or when you need real-time analysis unrelated to PRs.

Security analysis

Safe
Quality score92/100

The skill only reads public repository data using gh CLI commands, with no destructive actions, exfiltration, or obfuscation. Bash is used but strictly for safe queries.

No concerns found

How this analysis is made

Examples

Repository overview
Analyze the repository facebook/react and give me an overview including stats, most active directories, top contributors, and recent activity themes.
List recent PRs
Show me the last 20 merged PRs in tensorflow/tensorflow as a table with number, title, author, files changed, comments, and merge date.
Find notable PRs
Find the most educational PRs in vercel/next.js by focusing on those with high comment counts, affecting many directories, or having long descriptions.

name: codebase description: "Understand a GitHub repository by analyzing its PR history, architecture, and evolution patterns." argument-hint: "<owner/repo> [prs|notable|<pr-number>|area:<path>]" allowed-tools: Bash, Read

Codebase

Understand a GitHub repository through its PR history and structure.

Arguments

Parse $ARGUMENTS to determine the command:

  • <owner/repo> alone → overview
  • <owner/repo> prs → list PRs
  • <owner/repo> notable → find high-signal PRs
  • <owner/repo> <number> → deep dive into PR
  • <owner/repo> area:<path> → PRs touching a path

Commands

Overview (default)

When only <owner/repo> is provided:

  1. Fetch repo info:
gh repo view <repo> --json description,primaryLanguage,stargazerCount,forkCount
  1. Fetch last 30 merged PRs:
gh pr list -R <repo> --state merged --limit 30 --json number,title,author,files,mergedAt
  1. Analyze and report:
    • Repository description and stats
    • Most active directories (count file changes by directory)
    • Top contributors (count PRs by author)
    • Recent activity themes (categorize PR titles)

List PRs

When prs is specified:

gh pr list -R <repo> --state merged --limit 20 --json number,title,author,files,comments,mergedAt

Format as a table:

#     Title                              Author      Files  Comments  Merged
1234  Add user authentication            @alice      12     8         2d ago
1233  Fix memory leak in parser          @bob        3      2         3d ago

Notable PRs

When notable is specified:

gh pr list -R <repo> --state merged --limit 50 --json number,title,author,files,comments,body,mergedAt

Filter and rank by:

  1. Comment count (most discussed)
  2. Files touching 5+ directories (architectural)
  3. Body length > 500 chars (well-documented)

Output the top 10 most educational PRs with brief explanations of why they're notable.

PR Deep Dive

When a PR number is specified:

gh pr view <number> -R <repo> --json title,body,author,files,comments,reviews,mergedAt

Extract and present:

  • Title and author
  • Problem: First paragraph of body (usually explains the why)
  • Key files: List files changed, grouped by directory
  • Discussion: Summarize review comments, focus on substantive feedback
  • Outcome: What was decided, any follow-up items mentioned

If the description is minimal, also fetch the diff to understand changes:

gh pr diff <number> -R <repo>

Area Focus

When area:<path> is specified:

gh pr list -R <repo> --state merged --limit 50 --json number,title,author,files,mergedAt

Filter PRs where any file path contains <path>. Show:

  • PRs that touched that area
  • When they were merged
  • What changed

This reveals the evolution of a specific part of the codebase.

Output Guidelines

  • Use tables for lists of PRs
  • Use headers to separate sections
  • Include PR numbers as #1234 for easy reference
  • For deep dives, quote notable review comments
  • Keep summaries concise but informative

From the file to a first result

The download contains exactly the content displayed on this page. This copy may differ from the latest version in the source repository.

View the source and supporting files

This download contains SKILL.md only. Any scripts, references, templates and dependencies are not included. Get the required files from the source, preserving their directory structure, before continuing.

1. Download the file

Download SKILL.md

From the root of a test project, save the file as .skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md, or use the command below. This folder is for inspecting the skill before installation.

Command for macOS/Linux or WSL: requires a POSIX shell and curl. On Windows without WSL, use the download button and create the folder manually.

mkdir -p '.skill-downloads/github-repository-analysis-mm78nnqq' && curl --fail --show-error --location 'https://skills-guides.com/api/skills/github-repository-analysis-mm78nnqq/download' --output '.skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md.part' && mv '.skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md.part' '.skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md'

2. Check prerequisites

Read SKILL.md before using it. If it references scripts or external services, inspect them and prepare the required access in your test environment.

Tools declared by the author (check availability in your agent): Bash, Read

No recognized prerequisites section in this file. This does not mean it is self-contained: libraries, tools and access requirements may be mentioned elsewhere in the content or source repository.

The platforms on this page are catalog indications. The paths below follow tool documentation; they do not prove this skill has been run in those tools. No minimum tool version is confirmed for this listing.

3. Load the skill

After inspection, copy the complete folder into your project using one of the commands below, then open a new tool session. The command stops if a folder with the same name already exists: compare the files before replacing it.

Claude Code
test -f '.skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md' && test -s '.skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md' && mkdir -p '.claude/skills' && test ! -e '.claude/skills/codebase' && cp -R '.skill-downloads/github-repository-analysis-mm78nnqq' '.claude/skills/codebase'

OpenSkills

OpenSkills must already be installed. The local install/read procedure is checked with OpenSkills 1.5.0, which requires Node.js ≥ 20.6.0. Catalog slugs are not resolved automatically.

Official OpenSkills installation
openskills install './.skill-downloads/github-repository-analysis-mm78nnqq'

openskills read 'github-repository-analysis-mm78nnqq'

Reading should display the installed file content and its base directory. It does not run the skill or install its dependencies.

For an agent that reads AGENTS.md, then sync the index. This command changes AGENTS.md: review the diff before using it.

openskills sync

Manual method or another tool: attach SKILL.md to a conversation, or open it in an agent that can read files. Include any required supporting resources. No universal folder is recognized by every tool.

4. Try a first task

Use a short, synthetic input: an API endpoint, a small document or an interface brief. In a new conversation, attach the file or give the agent its path, then adapt this request:

Read .skill-downloads/github-repository-analysis-mm78nnqq/SKILL.md and apply its instructions to this example: [describe a test input]. Identify any missing files, dependencies or access. Produce the result requested by the skill without inventing data or running unreviewed scripts.

Expected result: output matching the skill instructions, or a precise list of missing prerequisites. A read confirmation alone does not validate a first use. If an external resource is unavailable, that path remains untested.

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