Skip to content
Skills Library
Programming · Analysis

github-codebase-briefing

/github-codebase-briefing

Generates a deeply contextual, progressive-disclosure briefing for any GitHub repository. It builds a mental model of the code before analyzing issues and PRs to provide actionable insights. Use when asked for a "GitHub report," "repo status," "daily briefing," or to "catch up on a codebase.

Repository
stitch-sdk ↗
Licence
Apache-2.0
Last repository change
30.09.2026

Assessment and security

85/ 100Class: good
Format20 / 25
Frontmatter with name and description, valid name, description up to 1,024 characters, name matching the folder.
Discoverability25 / 25
Description explains when to use the skill, has a reasonable length and uses third person.
Content25 / 35
At least 150 words and at most 500 lines, headings, step lists, examples or code.
Hygiene15 / 15
No placeholders such as TODO, no Windows paths, with a licence.
Riskno signals detected in the scan
Files in this package
1
Scripts
0
HTML comments
0
URLs in SKILL.md
0
Deprecation

No signals detected. Repository changed on 30.09.2026, without references to retired models or APIs.

Licence

Apache-2.0, otwarta: można używać i zmieniać, z zachowaniem licencji i informacji o zmianach.

What it does and when to use it

Generates a deeply contextual, progressive-disclosure briefing for any GitHub repository. It builds a mental model of the code before analyzing issues and PRs to provide actionable insights. Use when asked for a "GitHub report," "repo status," "daily briefing," or to "catch up on a codebase.

Triggers from the description

GitHub report,repo status,daily briefing,
Original author description

Generates a deeply contextual, progressive-disclosure briefing for any GitHub repository. It builds a mental model of the code before analyzing issues and PRs to provide actionable insights. Use when asked for a "GitHub report," "repo status," "daily briefing," or to "catch up on a codebase.

How it works

  1. Prerequisites
  2. Instructions
  3. Output Template
Original SKILL.md headings · 81 lines, 431 words
SKILL.md preview
---
name: github-codebase-briefing
description: >-
  Generates a deeply contextual, progressive-disclosure briefing for any GitHub repository. 
  It builds a mental model of the code before analyzing issues and PRs to provide 
  actionable insights. Use when asked for a "GitHub report," "repo status," 
  "daily briefing," or to "catch up on a codebase."
license: MIT
compatibility: Requires GitHub CLI (gh) authenticated and installed.
---

# GitHub Codebase Briefing

This skill performs a "deep read" of a repository. It avoids superficial listings by first understanding the project's architecture and then evaluating open items against that context.

## Prerequisites

- **Tooling:** The agent must have access to the `gh` CLI.
- **Auth:** The user must be authenticated (`gh auth status`).

## Instructions

### Step 1: Initialize the Mental Model

Before looking at tasks, understand the environment. Run these commands in sequence:

1. **Metadata:** `gh repo view <owner/repo> --json name,description,stargazerCount,forkCount`
2. **Structure:** `gh api repos/<owner/repo>/contents/`
3. **Identity:** Read the project manifest (e.g., `package.json`, `go.mod`, `pyproject.toml`) and `README.md`.
4. **Entry Point:** Read the primary entry file (e.g., `index.ts`, `main.go`) to identify the Public API surface.

### Step 2: Retrieve State & Delta

Fetch current items and recent changes:

1. **Issues:** `gh issue list --repo <owner/repo> --state open --json number,title,body,author,createdAt,updatedAt,labels,comments`
2. **PRs:** `gh pr list --repo <owner/repo> --state open --json number,title,body,author,createdAt,updatedAt,labels,additions,deletions,changedFiles,headRefName`
3. **24h Delta:** `gh issue list --state closed --since 24h` and `gh pr list --state merged --since 24h`.

### Step 3: Deep Analysis Logic

For every issue and PR, do not just summarize the text. Perform a logic check:

- **Issues:** Use `gh api repos/<owner/repo>/contents/<path>` to inspect the code mentioned in the report.
- **PRs:** Use `gh pr diff <number>` to review actual implementation. Evaluate if the code follows the patterns found in Step 1.
- **Flags:**
  - 🚨 **SECURITY:** Scan for credentials, auth bypass, or injection keywords.
  - 🤝 **EXTERNAL:** Prioritize PRs from non-maintainers.
  - ✅ **READY:** Verify mergeability with `gh pr view <number> --json mergeable,statusCheckRollup`.

### Step 4: Pattern Synthesis

Group items into high-level insights:

- **Bug Clusters:** Identify if 3+ issues share a root cause in a specific module.
- **Hot Modules:** Flag files that appear in multiple open items.
- **Client Patterns:** Group issues by consumer (e.g., "VS Code users are reporting X").

## Output Template

### # {REPO_NAME} Daily Briefing — {DATE}

**Snapshot:** {N} Issues ({+X} since yesterday) | {M} PRs ({+Y} since yesterday)

### ⚡ Suggested Actions Today

1. **[Priority] #{Num}:** {One-line reason}
2. **[Priority] #{Num}:** {One-line reason}

---

### 📂 Open Issues Deep Dive

#### [Flag] #{Num} — {Title}

- **Context:** Plain-English explanation of the "why" and "where" in the codebase.
- **Key Evidence:** > {Blockquote of critical user text}
- **Resolution Path:** {Quick fix/Design decision/Blocked}

### 🔀 Pull Request Analysis

#### [Flag] #{Num} — {Title}

- **Impact:** Summary of files changed and architectural fit.
- **Quality Note:** Honest assessment of implementation and CI status.

### 🔍 Patterns & Health

- **Hot Modules:** `{list/of/files}`
- **Release Cadence:** Last release was `{days}` ago.

Versions

The database has no other skills named github-codebase-briefing.

Database snapshot: 13.11.2026 · package version 1f7b40fdebfe (SHA-256 digest of the entire package)

Downloads in the last 30 days: 0 · ranking

Report a problem with this skill: harmful content, incorrect descriptions or an author’s removal request.

Similar skills

  • 90github
    Search and read GitHub PRs, issues, and code across a configured GitHub org or repo. Use this skill when the user asks about pull requests, code reviews, or GitHub issues.
  • 95github-issue-briefing
    从 GitHub Issues 收集用户反馈并生成简报。抓取 higress-group/himarket 的 issues,按类型分类、去重(排除已处理的重复内容),生成包含趋势分析和优先级建议的简报。当用户想了解社区反馈、issue 概况、用户需求趋势时使用此 skill。
  • 100int-github-review
    Review GitHub repos — open PRs, community issues, stars/forks, releases, contributors. Use when user says 'check github', 'github review', 'repo status', 'open PRs', 'github issues', 'repository status', or any reference to checking GitHub repos status.
  • 90github
    Read and manage GitHub repos, issues, pull requests, and code search via the GitHub REST API. Use when the user asks about GitHub repos, issues, PRs, or code.
  • 92github
    GitHub CLI operations for issues, PRs, reviews, CI, and Copilot workflows. Use when working with pull requests, issues, CI status, code review, GitHub Copilot, triage, or PR shipping.
  • 100codebase-audit
    Perform a full codebase review, categorize findings by severity, file GitHub issues, then fix each issue in an isolated git worktree and submit PRs. Use this skill when the user asks to audit the codebase, do a comprehensive code review, find and fix security/quality/reliability…

Feedback and reports

Your message goes to Bartosz Sokoliński. An email address is needed only for a reply. See the privacy policy.