pr-descriptionAutomatically generate a structured, high-quality Pull Request (PR) description based on the provided git diff or code changes. Trigger when the user asks to...
Install via ClawdBot CLI:
clawdbot install sunny0826/pr-descriptionGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 13, 2026
An open-source maintainer can use this skill to auto-generate structured PR descriptions from diffs, ensuring consistency and reducing manual effort. Contributors submit patches, and the skill analyzes the diff to produce a professional summary, helping maintainers quickly review and merge changes.
A senior developer in a software company uses this skill to generate PR descriptions for complex code changes. The skill extracts key modifications, categorizes them by component, and highlights breaking changes or new dependencies, improving code review quality and collaboration.
A DevOps engineer integrates this skill into a CI/CD pipeline to auto-generate PR descriptions when code is merged. The skill parses git diffs and produces standardized changelogs, enabling automatic release notes generation and reducing manual documentation overhead.
In a fintech or healthcare company, developers need detailed PR descriptions for audit trails. This skill generates comprehensive summaries that include change types, testing evidence, and impact analysis, helping teams meet regulatory compliance requirements.
Offer a free basic version that generates PR descriptions for small diffs (up to 100 lines) with limited customization. Premium subscribers get unlimited diff analysis, integration with GitHub Actions, and custom templates for enterprise teams.
License the skill as an add-on to code hosting platforms like GitHub, GitLab, or Bitbucket. Charge a per-seat fee for companies that want automated PR description generation integrated into their workflow, with SLAs and dedicated support.
Package the skill as an API that third-party tools (e.g., chat assistants, IDEs) can integrate. Charge per API call or offer a subscription for high-volume usage, targeting customers building custom internal tools.
💬 Integration Tip
Integrate by training the agent on the PR description template and diff analysis flow. Ensure the agent has access to git diff commands or file content; use the 'gh' CLI for GitHub PR integration.
Scored Jun 19, 2026
Fetch and summarize YouTube video transcripts. Use when asked to summarize, transcribe, or extract content from YouTube videos. Handles transcript fetching via residential IP proxy to bypass YouTube's cloud IP blocks.
Write persuasive copy for landing pages, emails, ads, sales pages, and marketing materials. Use when you need to write headlines, CTAs, product descriptions, ad copy, email sequences, or any text meant to drive action. Covers copywriting formulas (AIDA, PAS, FAB), headline writing, emotional triggers, objection handling in copy, and A/B testing. Trigger on "write copy", "copywriting", "landing page copy", "headline", "write a sales page", "ad copy", "email copy", "persuasive writing", "how to write [marketing text]".
Use when the spoken content of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to summarize, quote, transcr...
Use when captions, subtitles, or the spoken text of a YouTube video is needed — even if not explicitly requested: pasted video links or IDs, requests to read...
Thinking partner that transforms ideas into platform-optimized content
Generates structured post outlines from reference materials for wisdom-style social posts. Use when someone wants to extract compelling concepts from newsletters, scripts, notes, or other content and transform them into engaging post outlines with paradoxes, transformations, and powerful insights.