Weekly Engineering Retro
garrytan/gstack
Builds a weekly engineering retrospective from git history: commit counts, per-person contributions, work patterns and code quality numbers over a chosen window.
开发结束前判断经验是否值得沉淀，区分事实、方法、流程和沟通约定；优先修正、合并与退场，无增量不落盘，不接管实现或整体完成。
Install Development Retrospective
$ npx skills add Peiiii/nextclaw --skill development-retrospective -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Peiiii/nextclaw development-retrospective --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/Peiiii/nextclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/development-retrospective .claude/skills/development-retrospective && 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 "development-retrospective" agent skill from https://github.com/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospective into .claude/skills/development-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "development-retrospective", 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/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospectiveType 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 Peiiii/nextclaw --skill development-retrospective -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Peiiii/nextclaw development-retrospective --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Peiiii/nextclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/development-retrospective .agents/skills/development-retrospective && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "development-retrospective" agent skill from https://github.com/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospective into .agents/skills/development-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "development-retrospective", 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 Peiiii/nextclaw --skill development-retrospective -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Peiiii/nextclaw development-retrospective --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Peiiii/nextclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/development-retrospective .cursor/skills/development-retrospective && 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 "development-retrospective" agent skill from https://github.com/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospective into .cursor/skills/development-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "development-retrospective", 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/Peiiii/nextclaw.git --path .agents/skills/development-retrospective--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 Peiiii/nextclaw --skill development-retrospective -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Peiiii/nextclaw development-retrospective --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Peiiii/nextclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/development-retrospective .gemini/skills/development-retrospective && 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 "development-retrospective" agent skill from https://github.com/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospective into .gemini/skills/development-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "development-retrospective", 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 Peiiii/nextclaw development-retrospectiveInstalls 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 Peiiii/nextclaw --skill development-retrospective -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Peiiii/nextclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/development-retrospective .github/skills/development-retrospective && 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 "development-retrospective" agent skill from https://github.com/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospective into .github/skills/development-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "development-retrospective", 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 Peiiii/nextclaw --skill development-retrospective -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Peiiii/nextclaw development-retrospective --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Peiiii/nextclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/development-retrospective .opencode/skills/development-retrospective && 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 "development-retrospective" agent skill from https://github.com/Peiiii/nextclaw/tree/master/.agents/skills/development-retrospective into .opencode/skills/development-retrospective/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "development-retrospective", 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
development-retrospective- GitHub stars
- 260
- Token cost
- ~420 tokens
- SKILL.md length
- 65 words
- Files
- 2 (incl. references)
- Skills in repo
- 70
- Repo updated
- First seen
- Licence
- MIT
At a glance
开发结束前判断经验是否值得沉淀，区分事实、方法、流程和沟通约定；优先修正、合并与退场，无增量不落盘，不接管实现或整体完成。
- Tasks that involve Retrospectives
- SKILL.md covers 轻量判断, 分流, 长期改进门 and 处置与路由
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Development Retrospective is an agent skill from Peiiii/nextclaw. 开发结束前判断经验是否值得沉淀，区分事实、方法、流程和沟通约定；优先修正、合并与退场，无增量不落盘，不接管实现或整体完成。
Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/experience-abstraction-calibration.md`).
It sits in Product & Project Management, covering Retrospectives. The repository describes itself as: A human-centered long-term AI partner—not a task-centered assistant. The licence is MIT.
When your agent uses it
- Tasks that involve Retrospectives
Example prompts
- “/development-retrospective”
What it can do on your machine
Read from SKILL.md and the folder at commit 297cf0e. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Development Retrospective loads about 420 tokens when it runs, and up to ~721 if it reads all its reference files. Until then it costs about 22 tokens; SKILL.md has 65 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 Peiiii/nextclaw at commit 297cf0e, republished under its MIT licence (© Peiiii). 65 words, ~420 tokens.
Download SKILL.mdSave it as
.claude/skills/development-retrospective/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- development-retrospective
- description
- 开发结束前判断经验是否值得沉淀，区分事实、方法、流程和沟通约定；优先修正、合并与退场，无增量不落盘，不接管实现或整体完成。
Development Retrospective
轻量判断
每个任务结束前检查目标、方案与交付差距、返工和重复沟通。当前结果未完成先返回对应阶段，不能写成未来优化。无可复用增量直接结束，不默认生成日志、规则或测试；待用户验收时可先判断，反馈更新同一记录。
分流
先区分任务恢复记录、事实更新和长期方法/流程改进，不能使用同一沉淀门：
| 发现 | 正确落点 |
|---|---|
| 产品错误 | 返回实现与相关回归验证，不用提示词代替修复 |
| 已验证事实变化/资料冲突 | 原知识条目或权威源，及时更新，不等重复 |
| 方法不足 | 原阶段/专项方法 owner |
| 方法存在但没触发 | 路由与触发条件，不复制方法 |
| 顺序、完成门、返工有缺口 | 总流程 Meta Skill |
| 稳定的重复沟通约定 | 现有意图宏登记处 |
| 可确定的高价值重复错误 | 优先已有测试/工具/通用检查 |
| 特定模型能力不足 | 原 owner 的条件补丁，模型变化时复核退出 |
| 偶发疏漏、无增量总结 | 修正当下，通常不持久化 |
长期改进门
方法/流程候选须有重复、系统性或高影响单次事件的证据，说明原 owner 为何失效、覆盖的一类问题、适用/反例、收益与成本、验证和退出条件。不因措辞强烈、道理正确或单例细节自动创建全局规则。
正式抽象时读取经验层级校准。优先定位原 owner 后更新、合并、收窄、下沉、替换或删除；只有独立价值无现有落点时才新增。不以净零行数牺牲必要知识，不借机治理无关领域。
处置与路由
一次只返回当前资产的 owner 和处置建议，由总流程调度，不回链或自行启动其它阶段：
- 流程、方法、宏、AGENTS 或模型补丁改进：先找当前项目或上游框架的规则 owner；项目没有更具体的 owner 时读取AI 指令系统治理。上游共享文件的改进回到框架仓库，不能仅在已安装副本里永久分叉。
- 事实、决策、想法或知识更新：读取项目知识治理。
- 有独立交付意义的重要批次留痕：按当前项目的迭代记录合同处理，不为形式创建日志。
在当前授权范围内处理可确定更新；无体系修改授权时给出候选，不以复盘扩大产品任务。输出证据、唯一落点、更新/合并/删除/不沉淀决定与验证边界。有未闭合差距时给出具体Action、责任owner、执行证据或返工目标，以及检查点和后续判定，排查只是子步骤，不能将其当作改善完成，也不能仅列未来建议；由Lifecycle接续，仍不自行启动其它阶段。无增量不强造新动作。已有方法充分但一次漏执行，先修调用证据，不追加“务必注意”。
向 Lifecycle 返回显式 retrospective_decision：有增量时给出已更新的原 owner、证据与验证；无增量时返回 no-increment 及理由，不创建空记录。判断完成后返回 parent_status=ready-for-completion-check；发现结果未完成则返回 rework，不能将 retrospective_state 置为 completed。复盘输出是完成门的输入，不由 Delivery 的发布成功推断。
© Peiiii, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in .agents/skills/development-retrospective of Peiiii/nextclaw.
- SKILL.md
- references/experience-abstraction-calibration.md
Open the folder on GitHubat commit 297cf0e
Compare with similar skills
Development Retrospective 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 |
|---|---|---|---|---|---|---|
| Development Retrospective this skillPeiiii/nextclaw | 260 | — | ~420 | Automated safety check: Pass | MIT | |
| Weekly Engineering Retrogarrytan/gstack | 136k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Dough Execute Planterryyin/lizard | 2.6k | — | ~4.3k | Automated safety check: Pass | Custom licence | |
| Oral Paper SkillAdkid-Zephyr/oral-paper-skill | 350 | — | ~1.9k | Automated safety check: Pass | None | |
| Deck Retroasheshgoplani/agent-deck | 1k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Dough Execution Retrospectiveterryyin/lizard | 2.6k | — | ~4k | Automated safety check: Pass | Custom licence |
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Questions about Development Retrospective
What does Development Retrospective do?
开发结束前判断经验是否值得沉淀，区分事实、方法、流程和沟通约定；优先修正、合并与退场，无增量不落盘，不接管实现或整体完成。. Development Retrospective is an agent skill from Peiiii/nextclaw.
When should I use Development Retrospective?
Development Retrospective fits situations like: tasks that involve Retrospectives.
How do I install Development Retrospective in Claude Code?
Run `npx skills add Peiiii/nextclaw --skill development-retrospective -a claude-code`. Or copy the skill folder (.agents/skills/development-retrospective in Peiiii/nextclaw) into .claude/skills/development-retrospective in your project. Claude Code loads it when a task matches its description.
How do I install Development Retrospective in Codex?
Run `npx skills add Peiiii/nextclaw --skill development-retrospective -a codex`. Or copy the skill folder (.agents/skills/development-retrospective in Peiiii/nextclaw) into .agents/skills/development-retrospective in your project. Codex loads it when a task matches its description.
Can I use Development Retrospective 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 Peiiii/nextclaw --skill development-retrospective -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/development-retrospective, .gemini/skills/development-retrospective, .github/skills/development-retrospective and .opencode/skills/development-retrospective in your project.
What does Development Retrospective need to run?
SKILL.md names no scripts, command-line tools or credentials: Development Retrospective is instructions for the agent only.
Does Development Retrospective access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Development Retrospective 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 Development Retrospective use?
Development Retrospective 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 Development Retrospective use?
About 420 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 301 tokens, read only when the agent opens those files.
What are the alternatives to Development Retrospective?
Skills that share tags, products or a category with Development Retrospective: Weekly Engineering Retro (garrytan/gstack, 136k stars), Dough Execute Plan (terryyin/lizard, 2.6k stars), Oral Paper Skill (Adkid-Zephyr/oral-paper-skill, 350 stars) and Deck Retro (asheshgoplani/agent-deck, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Development Retrospective?
Peiiii (a GitHub user) maintains it in Peiiii/nextclaw, which has 260 GitHub stars. The repository holds 70 skills in this directory. The repository was last updated on October 8, 2026.
Source: Peiiii/nextclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.