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Agent Skill · 研究检索

release-prep(发布准备)

release-prep 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

release-prep 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证为 MIT,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 44,371。

总安装 917周安装 39GitHub Stars 968下载 321核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:release-prep(发布准备)
来源仓库:https://github.com/massgen/massgen
仓库路径:skills/release-prep
安装命令:
npx skills add https://github.com/massgen/massgen --skill release-prep
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/massgen/massgen --skill release-prep

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

release-prep 用于查找、检索和筛选相关信息,适合在多种宿主环境中快速定位候选结果。适用于关键词搜索、任务场景匹配或来源线索梳理等研究检索需求。通过关键词输入和来源仓库配置实现信息定位与筛选功能。安装前需确认权限范围和维护状态,注意可能触发联网或文件读写操作。

建议结合原始 README 核验具体用法,确保符合实际使用边界。

来源仓库内路径:skills/release-prep

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/massgen/massgen --skill release-prep;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

release-prep 怎么安装?

在终端执行 npx skills add https://github.com/massgen/massgen --skill release-prep。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

release-prep 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

release-prep 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

release-prep 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

release-prep 用的人多吗?

公开数据是累计安装 917 次,近一周安装 39 次,下载 321 次,GitHub 968 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

release-prep 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
release-prep

发布准备 · 本页

917968调用外部服务MIT未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Release Prep Skill

This skill automates release preparation for MassGen, generating CHANGELOG entries, announcement text, and validating documentation.

When to Use

Run this skill when preparing a new release:

  • After merging the release PR to main
  • Before creating the git tag

Usage

/release-prep v0.1.34

What This Skill Does

1. Gather Changes

Read commits and PRs since the last tag:

# Get last tag
git describe --tags --abbrev=0

# Get commits since last tag
git log v0.1.33..HEAD --oneline

# Get merged PRs (if using GitHub)
gh pr list --base main --state merged --search "merged:>2024-01-01"

2. Archive Previous Announcement

If docs/announcements/current-release.md exists:

# Extract version from current-release.md
VERSION=$(grep -m1 "^# MassGen v" docs/announcements/current-release.md | sed 's/# MassGen v\([^ ]*\).*/\1/')

# Archive it
mv docs/announcements/current-release.md docs/announcements/archive/v${VERSION}.md

3. Generate CHANGELOG Entry

Update the Recent Releases section at the top of CHANGELOG.md:

  • Add the new release summary at the top
  • Keep only the 3 newest releases in this section
  • Remove older entries (they remain in the detailed changelog below)

Create a structured entry following Keep a Changelog format:

## [0.1.34] - YYYY-MM-DD

### Added
- **Feature Name**: Description
  - Implementation details

### Changed
- **Modified Feature**: What changed

### Fixed
- **Bug #123**: Description of fix

### Documentations, Configurations and Resources
- **Feature Guide**: New `docs/source/user_guide/feature.rst` for feature usage
- **Design Document**: New `docs/dev_notes/feature_design.md` for implementation details
- **Updated Docs**: Updated `docs/source/reference/cli.rst` with new commands
- **Skills**: New `massgen/skills/skill-name/SKILL.md` for automation

Documentation section rules:

  • Reference specific file paths (.rst, .md, .yaml files)
  • Use "New" for newly added files, "Updated" for modified files
  • Run git diff <last-tag>..HEAD --name-only -- "*.md" "*.rst" "*.yaml" to find changed docs

Categorization rules:

  • feat: commits → Added
  • fix: commits → Fixed
  • docs: commits → Documentation
  • refactor:, perf: commits → Changed
  • Breaking changes → highlight with ⚠️

Contributors:

  • Run git shortlog -sn <last-tag>..HEAD to find all contributors
  • List contributors by commit count in the Technical Details section

4. Update Sphinx Documentation

Update docs/source/index.rst Recent Releases section:

# Update Recent Releases section (keep latest 3 releases)
# Add new release at top, remove oldest (v0.1.X-3)

Format:

Recent Releases
---------------

**v0.1.44 (January 28, 2026)** - Execute Mode for Independent Plan Selection

New Execute mode for cycling through Normal → Planning → Execute modes via ``Shift+Tab``. Users can independently browse and select from existing plans with a plan selector popover. Context paths preserved between planning and execution phases. Enhanced case studies page with setup guides and quick start instructions.

**v0.1.43 (January 26, 2026)** - Tool Call Batching & Interactive Case Studies

...

**v0.1.42 (January 23, 2026)** - TUI Visual Redesign

...

Keep only the 3 most recent releases in this section. Older releases remain in the full changelog.

5. Update Configs Documentation

Update massgen/configs/README.md Release History section:

## Release History & Examples

### v0.1.44 - Latest
**New Features:** Execute Mode for Independent Plan Selection, Case Studies UX Enhancements

**Key Features:**
- **Execute Mode Cycling**: Navigate through Normal → Planning → Execute modes via `Shift+Tab`
- **Plan Selector Popover**: Browse and select from up to 10 recent plans with timestamps
- **Context Path Preservation**: Context paths automatically preserved between planning and execution
- **Enhanced Case Studies**: Setup guides and quick start instructions on case studies page

**Example Usage:**

Use the TUI with plan mode cycling

massgen --config @examples/basic/multi/three_agents_default

In the TUI:

1. Press Shift+Tab to enter Planning mode

2. Create a plan: "Create a Python web scraper for news articles"

3. Press Shift+Tab twice to enter Execute mode

4. Select your plan from the popover and press Enter to execute

6. Update README.md

6.1 Latest Features Section

Update the "🆕 Latest Features" section:

## 🆕 Latest Features (v0.1.44)

**🎉 Released: January 28, 2026**

**What's New in v0.1.44:**
- **🔄 Execute Mode** - Cycle through Normal → Planning → Execute modes via `Shift+Tab` to independently browse and execute existing plans
- **📋 Plan Selector** - Browse up to 10 recent plans with timestamps, view full task breakdowns, and execute with preserved context paths
- **📚 Enhanced Case Studies** - Interactive setup guides and quick start instructions on case studies page
- **⚡ TUI Performance** - Optimized timeline rendering with viewport-based scrolling for faster UI responsiveness
- **🔧 Plan Mode Fixes** - Fixed planning instruction injection bug in execute mode, improved tool tracking

**Try v0.1.44 Features:**

Install or upgrade

pip install --upgrade massgen

Experience Execute mode with plan cycling

uv run massgen --display textual

In the TUI:

1. Press Shift+Tab to enter Planning mode

2. Create a plan: "Build a Python web scraper"

3. Press Shift+Tab twice to enter Execute mode

4. Select your plan and press Enter to execute

Also update the table of contents link from v0.1.43 → v0.1.44.

6.2 Recent Achievements Section

Move the current "Recent Achievements" to "Previous Achievements" and add new release:

### Recent Achievements (v0.1.44)

**🎉 Released: January 28, 2026**

#### Execute Mode for Independent Plan Selection
- **Mode Cycling**: Navigate through Normal → Planning → Execute modes via `Shift+Tab` or mode bar click
- **Plan Selector Popover**: Browse up to 10 recent plans with timestamps and original prompts
- **View Full Plan**: Modal displays complete task breakdown from selected plan
- **Empty Submission**: Press Enter to execute selected plan without additional input
- **Context Path Preservation**: Context paths (`@/path/to/file`) automatically restored from planning to execution phase

...

### Previous Achievements (v0.0.3 - v0.1.43)

✅ **Tool Call Batching & Interactive Case Studies (v0.1.43)**: Consecutive MCP tool calls grouped into collapsible tree views...

Also update roadmap TOC links:

  • [Recent Achievements (v0.1.43)] → [Recent Achievements (v0.1.44)]
  • [Previous Achievements (v0.0.3 - v0.1.42)] → [Previous Achievements (v0.0.3 - v0.1.43)]
  • [v0.1.44 Roadmap] → [v0.1.45 Roadmap]

Update the roadmap section at bottom to reference next version (v0.1.45).

7. Update ROADMAP.md

Update the main roadmap file:

7.1 Version and Date
**Current Version:** v0.1.44

**Last Updated:** January 28, 2026
7.2 Release Table

Shift all releases down and add new next release:

| Release | Target | Feature | Owner | Use Case |
|---------|--------|---------|-------|----------|
| **v0.1.45** | 01/30/26 | Improve Subagent Display in TUI | @ncrispino | Stream and view subagents with full timeline in TUI ([#821](...)) |
| **v0.1.46** | 02/02/26 | Next feature | @owner | Use case |
7.3 Add Completed Section

Add the just-released version as COMPLETED:

## ✅ v0.1.44 - Execute Mode & Case Studies Enhancement (COMPLETED)

**Released: January 28, 2026**

### Features

- **Execute Mode**: Independent mode for browsing and executing existing plans ([#819](...))
  - Cycle through Normal → Planning → Execute modes via `Shift+Tab`
  - Plan selector popover shows up to 10 recent plans with timestamps
  - "View Full Plan" button opens modal with all tasks
  - Empty submission executes selected plan
  - Context paths preserved from planning to execution phase

...

### Bug Fixes
- Fixed planning instruction injection during execute mode
- Improved tool call spacing in TUI
- Enhanced timeline performance with viewport optimization
7.4 Update Next Release Section

Change the header for the upcoming release:

## 📋 v0.1.45 - Improve Subagent Display in TUI

### Features

**1. Subagent TUI Streaming** (@ncrispino)
- Issue: [#821](...)
- Stream and display subagents almost identically to main process in TUI
...

8. Create Next Release Roadmap

Create ROADMAP_v0.1.X+1.md with detailed milestones:

# MassGen v0.1.45 Roadmap

## Overview

Version 0.1.45 focuses on [MAIN THEME].

- **Feature 1** (Required): Description
- **Feature 2** (Required): Description

## Key Technical Priorities

1. **Feature 1**: Details
   **Use Case**: Why this matters

2. **Feature 2**: Details
   **Use Case**: Why this matters

## Key Milestones

### Milestone 1: [Feature Name] (REQUIRED)

**Goal**: What we're building

**Owner**: @username (discord)

**Issue**: [#XXX](...)

#### 1.1 Research & Design
- [ ] Task 1
- [ ] Task 2

#### 1.2 Implementation
- [ ] Task 1
- [ ] Task 2

...

**Success Criteria**:
- Criteria 1
- Criteria 2

Look at the GitHub issues, especially those tagged with the next milestone, to populate the roadmap.

9. Build Sphinx Documentation

Build and verify the Sphinx docs:

cd docs
make clean
make html

Check for:

  • ❌ No build errors
  • ❌ No broken links
  • ⚠️ Minimal warnings (document unavoidable ones)
  • ✅ New content renders correctly

Optional: Run link checker:

cd docs
make linkcheck

10. Write Release Notes

Create RELEASE_NOTES_v0.1.X.md following the established format from previous releases.

Format reference: Check the previous release on GitHub:

gh release view v0.1.43

Template structure:

# 🚀 Release Highlights — v0.1.X (YYYY-MM-DD)

### 🎯 [Feature Name](https://docs.massgen.ai/en/latest/path/to/docs.html)
- **Bullet Point**: Description
- **Bullet Point**: Description

### 📚 [Another Feature](https://docs.massgen.ai/en/latest/path/to/docs.html)
- **Bullet Point**: Description

### 🔧 Bug Fixes
- **Fix Description**: What was fixed

---

### 📖 Getting Started
- [**Quick Start Guide**](https://github.com/massgen/MassGen?tab=readme-ov-file#1--installation): Try the new features today
- **Try Feature Name**:

Example command showing the new feature

uv run massgen [example command]


## What's Changed

- PR title by @author in PR_URL
- PR title by @author in PR_URL

**Full Changelog**: [https://github.com/massgen/MassGen/compare/v0.1.X-1...v0.1.X](https://github.com/massgen/MassGen/compare/v0.1.X-1...v0.1.X)

Get PRs for What's Changed:

gh pr list --base dev/v0.1.X --state merged --json number,title,url,author \
  | jq -r '.[] | "* \(.title) by @\(.author.login) in \(.url)"'

Important:

  • Use emoji section headers (🚀 🔄 📚 ⚡ 🔧 📖)
  • Link feature names to relevant docs (verify links are accurate!)
  • Include practical example commands
  • List all merged PRs in "What's Changed"
  • Add "Full Changelog" comparison link

11. Generate Announcement

Create docs/announcements/current-release.md:

# MassGen vX.X.X Release Announcement

## Release Summary

We're excited to release MassGen vX.X.X, adding [MAIN FEATURE]! 🚀

[2-3 sentences describing the key changes]

## Install

\`\`\`bash
pip install massgen==X.X.X
\`\`\`

## Links

- **Release notes:** https://github.com/massgen/MassGen/releases/tag/vX.X.X
- **X post:** [TO BE ADDED AFTER POSTING]
- **LinkedIn post:** [TO BE ADDED AFTER POSTING]

12. Validate Documentation

Check that required documentation exists:

# Check for user guide updates (if new features)
ls docs/source/user_guide/

# Check capabilities.py updated (if new models)
git diff v0.1.33..HEAD -- massgen/backend/capabilities.py

# Check token_manager.py (if pricing changes)
git diff v0.1.33..HEAD -- massgen/token_manager/token_manager.py

# Check for case study
ls docs/source/examples/case_studies/

13. Character Count Check

Verify announcement fits LinkedIn's ~3000 char limit:

# Count characters
cat docs/announcements/current-release.md docs/announcements/feature-highlights.md | wc -m

# Should be < 3000

14. Suggest Screenshot/Media

Based on the changes in this release, suggest what screenshot or GIF to capture:

Feature-to-Screenshot Mapping:

Change TypeScreenshot Suggestion
New backend/model supportTerminal showing agent using new model with successful response
Multi-agent coordinationMultiple agents working in parallel with colored output
Voting/consensusVoting phase with agent decisions and final selection
MCP toolsTool execution with visible results (file ops, search, etc.)
Context compressionLog output showing compression stats and message counts
Memory/persistenceAgent recalling context from previous session
Web UI changesDashboard with agent activity or new UI feature
Cost trackingSummary showing token usage and costs per agent
Error handlingAgent gracefully recovering from failure
Performance improvementsBefore/after timing or throughput comparison
New config optionsYAML config snippet with new options highlighted

Analysis approach:

  1. Look at the main features from commits
  2. Identify the most visually compelling change
  3. Suggest specific command to run that demonstrates the feature
  4. Note if a GIF (via VHS) would be better than a static screenshot

Example output:

### 📸 Suggested Screenshot for v0.1.34

Based on this release's changes, recommend capturing:

**Primary:** GPT-5 model support
- Run: `massgen --config massgen/configs/providers/openai/gpt5_demo.yaml "Explain quantum computing"`
- Capture: Terminal showing GPT-5 model name in agent output with response

**Alternative:** Context compression improvements
- Run: `massgen --automation --config [long-context-config] "question" | grep compression`
- Capture: Log output showing reduced token counts

**Media type:** Static screenshot is fine (no complex animation needed)

15. Output Summary

Print a checklist:

## Release Prep Summary for v0.1.34

✅ Archived previous announcement → archive/v0.1.33.md
✅ Updated CHANGELOG.md with v0.1.34 entry
✅ Updated docs/source/index.rst Recent Releases
✅ Updated massgen/configs/README.md Release History
✅ Updated README.md Latest Features section
✅ Updated README.md Recent Achievements section
✅ Updated ROADMAP.md (current version, release table, completed section)
✅ Created ROADMAP_v0.1.35.md for next release
✅ Built Sphinx documentation successfully
✅ Created current-release.md
✅ Character count: 2847/3000

### Manual Steps Remaining:
1. Review all updated files for accuracy
2. Capture suggested screenshot (see below)
3. Stage and commit changes
4. Push and create PR to main
5. After merge: Create tag (git tag v0.1.34 && git push origin v0.1.34)
6. Publish GitHub Release (triggers PyPI publish)
7. Post to LinkedIn/X with screenshot, update links in current-release.md

### 📸 Screenshot Suggestion:
[Feature-specific suggestion based on changes]

### Validation Warnings:
⚠️ No case study found for this release
⚠️ capabilities.py was modified - verify docs updated
⚠️ README_PYPI.md will auto-sync via pre-commit hook

Reference Files

Documentation Files

  • CHANGELOG: CHANGELOG.md - Complete release history
  • Sphinx docs homepage: docs/source/index.rst - Recent Releases section
  • Configs README: massgen/configs/README.md - Release History & Examples
  • Main README: README.md - Latest Features and Recent Achievements
  • Main Roadmap: ROADMAP.md - Current version, release table, completed releases
  • Next Release Roadmap: ROADMAP_v0.1.X+1.md - Detailed milestones for next version

Announcement Files

  • Announcement directory: docs/announcements/
  • Current release: docs/announcements/current-release.md
  • Feature highlights: docs/announcements/feature-highlights.md
  • Archive: docs/announcements/archive/ - Past releases

Process Documentation

  • Release checklist: docs/dev_notes/release_checklist.md - Complete step-by-step guide
  • README sync: README_PYPI.md - Auto-synced via pre-commit hook

Tips

  • Run this skill on the release branch (e.g., dev/v0.1.44) before creating the PR
  • Always review all generated content for accuracy before committing
  • Update feature-highlights.md if this release adds major new capabilities
  • After posting to social media, update the links in current-release.md
  • README_PYPI.md syncs automatically via pre-commit hook - just commit README.md changes
  • Keep Recent Releases sections to 3 entries max (Sphinx docs, CHANGELOG top section)
  • Use GitHub issue numbers in roadmap updates for traceability
  • Build Sphinx docs (cd docs && make html) to catch formatting issues early

平台分布

Claude Code

30.55%
按下载量换算98

OpenCode

25.95%
按下载量换算83

Antigravity

17.76%
按下载量换算57

windsurf

12.6%
按下载量换算40

Codex

8.52%
按下载量换算27

Gemini CLI

3.56%
按下载量换算11

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

通过

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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