release-notes-humanizerTurn a raw git log, PR title list, or changelog dump into customer-facing release notes that read like a human wrote them. Detects categories (new feature /...
Install via ClawdBot CLI:
clawdbot install charlie-morrison/release-notes-humanizerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Oct 6, 2026
A product team has just merged 40 PRs into the main branch and needs a customer-facing changelog, an in-app modal, an email blast, and a launch tweet before the release goes live this afternoon. The skill parses the git log, filters out refactor and CI noise, and produces polished, audience-segmented notes.
A maintainer of a popular developer library needs to turn a long list of community PR titles into readable release notes for GitHub Releases. The skill separates breaking changes from fixes, flags internal chores for removal, and writes both a developer changelog and a concise status-page note.
An indie mobile developer uses the skill to convert a raw changelog draft into App Store and Google Play update copy, plus a short in-app 'What's New' card. The humanized framing turns 'Fixed crash on profile screen' into user-friendly language that improves store conversion.
A platform team is shipping a release with an API signature change, a renamed environment variable, and a deprecated endpoint. The skill promotes the breaking changes into a loud dedicated section with migration guidance and drafts a status-page note and email alerting enterprise customers.
A growth marketer receives a Linear cycle export and needs a blog-style product update post plus a tweet under 240 characters. The skill maps Linear issue types to categories, groups items by user value, and rewrites every bullet from 'Added X' to benefit-driven framing in the Linear/Vercel style.
The skill supports the weekly release cadence typical of freemium SaaS products where changelogs double as acquisition and retention content. Frequent releases mean a repeatable humanization workflow saves significant marketing and PM time per ship.
Maintainers produce developer changelogs for the community while a commercial team repurposes the same output for enterprise customer communications. The skill's per-audience versions serve both the GitHub Release and the enterprise email without duplicating work.
Agencies handling release communications for multiple client products use the skill to standardize tone and output formats across engagements. The template patterns from Linear, Stripe, and Vercel provide a proven baseline that shortens per-client ramp-up.
💬 Integration Tip
Paste raw git log or PR titles with any known context (versioning scheme, audience, char limits, breaking changes) directly in the prompt — the more context you give up front, the less back-and-forth editing on tone and audience segmentation.
Scored Oct 6, 2026
通过网页抓取获取 GitHub 按日/周/月增长的热门仓库。当用户询问 GitHub 趋势、热门项目、本周热点或「什么在 GitHub 上 trending」时使用。可输出列表或 JSON,无需 API Key。
GitHub 操作技能 - 创建仓库、推送代码、管理 Release。全自动,无需用户干预。
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目...
Git-based version control for OpenClaw system configuration changes. Provides two core capabilities: (1) SAVE - Create a checkpoint before sensitive operatio...
Use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.
PR Review Expert