Finishing a Development Branch
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
执行标准化的版本发布流程（SNAPSHOT 替换、Release commit、Tag、发布分支、下一 SNAPSHOT）。当用户要求发布版本、执行 release、创建新版本时触发。参数为版本号（X.Y.Z 格式）。
Install Release
$ npx skills add ModelEngine-Group/fit-framework --skill release -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ModelEngine-Group/fit-framework release --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ModelEngine-Group/fit-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/release .claude/skills/release && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "release" agent skill from https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/release into .claude/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/releaseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ModelEngine-Group/fit-framework --skill release -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ModelEngine-Group/fit-framework release --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ModelEngine-Group/fit-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/release .agents/skills/release && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "release" agent skill from https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/release into .agents/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ModelEngine-Group/fit-framework --skill release -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ModelEngine-Group/fit-framework release --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ModelEngine-Group/fit-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/release .cursor/skills/release && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "release" agent skill from https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/release into .cursor/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ModelEngine-Group/fit-framework.git --path .agents/skills/release--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ModelEngine-Group/fit-framework --skill release -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ModelEngine-Group/fit-framework release --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ModelEngine-Group/fit-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/release .gemini/skills/release && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "release" agent skill from https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/release into .gemini/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ModelEngine-Group/fit-framework releaseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ModelEngine-Group/fit-framework --skill release -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ModelEngine-Group/fit-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/release .github/skills/release && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "release" agent skill from https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/release into .github/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ModelEngine-Group/fit-framework --skill release -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ModelEngine-Group/fit-framework release --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ModelEngine-Group/fit-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/release .opencode/skills/release && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "release" agent skill from https://github.com/ModelEngine-Group/fit-framework/tree/main/.agents/skills/release into .opencode/skills/release/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "release", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
release- GitHub stars
- 2.1k
- Token cost
- ~232 tokens
- SKILL.md length
- 91 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- MIT
At a glance
执行标准化的版本发布流程（SNAPSHOT 替换、Release commit、Tag、发布分支、下一 SNAPSHOT）。当用户要求发布版本、执行 release、创建新版本时触发。参数为版本号（X.Y.Z 格式）。
- Works in 10 steps: 解析并验证参数: 版本号必须匹配 X.Y.Z 格式，确认 SNAPSHOT 存在。 → 确认工作区状态: 工作区必须干净（无未提交更改）。 → 全局替换 SNAPSHOT -> Release: 将… → …
- Development work in your project
- SKILL.md covers 参数, 执行步骤 and 注意事项
- Calls git and mvn
What it does
Release is an agent skill from ModelEngine-Group/fit-framework. 执行标准化的版本发布流程（SNAPSHOT 替换、Release commit、Tag、发布分支、下一 SNAPSHOT）。当用户要求发布版本、执行 release、创建新版本时触发。参数为版本号（X.Y.Z 格式）。
Its SKILL.md is about 230 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development. It works with Git. The repository describes itself as: FIT: 企业级AI开发框架，提供多语言函数引擎（FIT）、流式编排引擎（WaterFlow）及Java生态的LangChain替代方案（FEL）。原生/Spring双模运行，支持插件热插拔与智能聚散部署，无缝统一大模型与业务系统。 The licence is MIT.
When your agent uses it
- Development work in your project
Example prompts
- “/release”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- 解析并验证参数: 版本号必须匹配 X.Y.Z 格式，确认 SNAPSHOT 存在。
- 确认工作区状态: 工作区必须干净（无未提交更改）。
- 全局替换 SNAPSHOT -> Release: 将 X.Y.Z-SNAPSHOT 替换为 X.Y.Z。
- 创建 Release commit: git add -A && git commit -m "Release X.Y.Z"
- 创建轻量标签: git tag vX.Y.Z
- 创建发布分支: git branch release-X.Y.Z
- 回退当前分支: git reset --hard HEAD~1
- 替换为下一 SNAPSHOT: X.Y.Z-SNAPSHOT -> X.Y.(Z+1)-SNAPSHOT
- 创建 SNAPSHOT commit: git add -A && git commit -m "Prepare the next SNAPSHOT version"
- 输出总结: 包含发布信息和后续手动操作指引。
What it can do on your machine
Read from SKILL.md and the folder at commit e2f285d. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
gitmvn
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Release loads about 232 tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 91 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from ModelEngine-Group/fit-framework at commit e2f285d, republished under its MIT licence (© ModelEngine-Group). 91 words, ~232 tokens.
Download SKILL.mdSave it as
.claude/skills/release/SKILL.md (or your agent's skills folder).- name
- release
- description
- 执行标准化的版本发布流程（SNAPSHOT 替换、Release commit、Tag、发布分支、下一 SNAPSHOT）。当用户要求发布版本、执行 release、创建新版本时触发。参数为版本号（X.Y.Z 格式）。
版本发布
执行标准化的版本发布流程。不含构建验证，不含自动推送。
参数
<version>: 发布版本号，格式为 X.Y.Z（必需）
执行步骤
解析并验证参数: 版本号必须匹配 X.Y.Z 格式，确认 SNAPSHOT 存在。
确认工作区状态: 工作区必须干净（无未提交更改）。
全局替换 SNAPSHOT -> Release: 将
X.Y.Z-SNAPSHOT替换为X.Y.Z。 排除目录:.agents/,.ai-workspace/,.claude/,.codex/,.gemini/,.opencode/创建 Release commit:
git add -A && git commit -m "Release X.Y.Z"创建轻量标签:
git tag vX.Y.Z创建发布分支:
git branch release-X.Y.Z回退当前分支:
git reset --hard HEAD~1替换为下一 SNAPSHOT:
X.Y.Z-SNAPSHOT->X.Y.(Z+1)-SNAPSHOT创建 SNAPSHOT commit:
git add -A && git commit -m "Prepare the next SNAPSHOT version"输出总结: 包含发布信息和后续手动操作指引。
注意事项
- 工作区必须干净
- 不会自动推送，所有操作仅在本地
- 建议发布前已完成
mvn clean install验证
© ModelEngine-Group, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/release of ModelEngine-Group/fit-framework.
Open the folder on GitHubat commit e2f285d
Compare with similar skills
Release next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Release this skillModelEngine-Group/fit-framework | 2.1k | — | ~232 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 296k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Codebase Knowledge Graph Q&AEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Code Design Rationale Investigatorcursor/plugins | 10k | 9 repos | ~2.6k | Automated safety check: Pass | None | |
| Understand Diff AnalysisEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.4k | Automated safety check: Pass | MIT |
Similar skills
Code Review Checklist
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
Codebase Knowledge Graph Q&A
Egonex-AI/Understand-Anything
Answers questions about a codebase by searching a prebuilt knowledge graph of its files, functions, classes and dependencies, not by rereading every source file.
- Official
Code Design Rationale Investigator
cursor/plugins
Digs into why code is shaped the way it is by checking git history, pull requests and connected tools in parallel, then reporting a cited read on the tradeoffs.
Understand Diff Analysis
Egonex-AI/Understand-Anything
Reads your git changes or a pull request against a prebuilt knowledge graph of the project to explain what changed, which components are affected and what is risky.
Understand Explain
Egonex-AI/Understand-Anything
Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.
More from ModelEngine-Group/fit-framework
All 21 skills in this repoCommit
ModelEngine-Group/fit-framework
提交当前变更到 Git，包含版权头年份检查和任务状态更新。当用户要求提交代码、git commit、保存变更时触发. An agent skill from ModelEngine-Group/fit-framework.
Create Release Note
ModelEngine-Group/fit-framework
从 PR/commit 中自动生成结构化的 Release Notes，并可选创建 GitHub Draft Release。支持 x.y.0 版本合并前一 minor 系列的 release notes。当用户要求生成发布说明、创建 release notes 时触发。参数为版本号和可选的上一版本号。
Test Integration
ModelEngine-Group/fit-framework
执行 FIT Framework 集成测试（服务启动 + 接口验证），需要先完成 Maven 构建。当用户要求运行集成测试、验证服务接口时触发。
Analyze Codescan
ModelEngine-Group/fit-framework
分析 Code Scanning (CodeQL) 告警，评估安全风险并创建修复任务。当用户要求分析 Code Scanning 告警、CodeQL 告警时触发。参数为告警编号。
Close Codescan
ModelEngine-Group/fit-framework
关闭 Code Scanning (CodeQL) 告警，需提供合理理由。当用户要求关闭 Code Scanning 告警、dismiss CodeQL 告警时触发。参数为告警编号。
Create PR
ModelEngine-Group/fit-framework
创建 Pull Request 到指定或自动推断的目标分支。当用户要求创建 PR、提交 PR、发起合并请求时触发。可选参数为目标分支。
Related
Works with
Categories
Questions about Release
What does Release do?
执行标准化的版本发布流程（SNAPSHOT 替换、Release commit、Tag、发布分支、下一 SNAPSHOT）。当用户要求发布版本、执行 release、创建新版本时触发。参数为版本号（X.Y.Z 格式）。. Release is an agent skill from ModelEngine-Group/fit-framework.
When should I use Release?
Release fits situations like: development work in your project.
How do I install Release in Claude Code?
Run `npx skills add ModelEngine-Group/fit-framework --skill release -a claude-code`. Or copy the skill folder (.agents/skills/release in ModelEngine-Group/fit-framework) into .claude/skills/release in your project. Claude Code loads it when a task matches its description.
How do I install Release in Codex?
Run `npx skills add ModelEngine-Group/fit-framework --skill release -a codex`. Or copy the skill folder (.agents/skills/release in ModelEngine-Group/fit-framework) into .agents/skills/release in your project. Codex loads it when a task matches its description.
Can I use Release in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ModelEngine-Group/fit-framework --skill release -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/release, .gemini/skills/release, .github/skills/release and .opencode/skills/release in your project.
What does Release need to run?
Going by SKILL.md and its folder, Release needs the command-line tools its instructions call (git and mvn).
Does Release access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Release safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Release use?
Release is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Release use?
About 232 tokens (SKILL.md is roughly 928 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Release?
Skills that share tags, products or a category with Release: Finishing a Development Branch (obra/superpowers, 296k stars), Code Review Checklist (shareAI-lab/learn-claude-code, 78k stars), Codebase Knowledge Graph Q&A (Egonex-AI/Understand-Anything, 86k stars) and Code Design Rationale Investigator (cursor/plugins, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Release?
ModelEngine-Group (a GitHub organization) maintains it in ModelEngine-Group/fit-framework, which has 2,117 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on March 13, 2026.
Source: ModelEngine-Group/fit-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.