SDLC Context Manager Agent Skill

Manages, saves, restores, and imports SDLC context and specification bundles across Git branches and worktrees.

Context cost
550 tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 2.2 kBtext throughout, nothing executable
Licence
Apache-2.0the author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

查看、保存、恢复和导入当前项目的 SDLC 上下文;用于切换分支、切换 worktree、删除 worktree 前备份、身份不一致和跨分支恢复需求包场景

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

gitproductivity

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md2.2 kB · preview
--- name: sdlc-context ---
6# sdlc-context
7
8用户侧指令:$sdlc-context
9底层执行:codex-sdlc context
10
11执行时请:
12
131. 本指令只管理 SDLC 上下文:当前项目、分支、worktree、需求包、备份快照和身份匹配状态;不写业务代码、不拆任务、不跑业务测试。
142. 用户说切换分支、切换 worktree、删除 worktree 前保留资料、恢复其它分支需求包、身份不一致时,优先用本指令,不要直接改 .codex-sdlc/identity.json。
153. 查看当前状态用 codex-sdlc context。
164. 查看同项目可恢复资料用 codex-sdlc context list;需要看某个需求时用 codex-sdlc context list REQ-001。
175. 删除 worktree、长期暂停或切分支前,先用 codex-sdlc context save --pin 固定保存;只保存某个需求时用 codex-sdlc context save REQ-001 --pin。context save 会检查身份,不一致时不能强行保存。
186. 恢复项目或需求前必须先 dry-run:codex-sdlc context restore --dry-run 或 codex-sdlc context restore REQ-001 --dry-run。
197. 用户确认后才加 --confirm;需要覆盖当前已有 .codex-sdlc/ 或同需求状态时必须由用户明确同意,再加 --replace。
208. 把别的分支或 worktree 的需求带到当前分支时,优先用 codex-sdlc context import REQ-001 --dry-run,确认后再 --confirm;不要静默覆盖当前同名需求。
219. 如果当前已经有同编号需求,但用户想保留两份,用 codex-sdlc context import REQ-001 --as REQ-099 --dry-run 预览,确认后再加 --confirm。
2210. 需求导入成新编号时,工具会改写事件里的需求编号、恢复成新的需求包目录,并写入 restore-alias.json 记录来源。
2311. 身份不一致时,输出要给用户清楚选择:恢复当前分支资料、导入旧分支需求、先切回旧分支保存、或取消。
2412. 本指令完成后只推荐下一条 $sdlc-* 指令,不自动进入 $sdlc-task。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md105 words
Files1
LicenceApache-2.0
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈30
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
520
on trigger
The instruction body, read only when the skill fires.
0.27%
of a 200k window
Ten skills this size would take about 3% of the window before you open a file.
050k100k150k200k context window

550 tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 2.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.2 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing. The Apache-2.0 licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# SDLC Context Manager · 550 tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/sdlc-context-manager/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/sdlc-context-manager" ] && { [ ! -e .claude/skills/sdlc-context-manager ] || { mv .claude/skills/sdlc-context-manager "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/sdlc-context-manager" .claude/skills/ && echo "Installed .claude/skills/sdlc-context-manager"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add muyuqingqiu/sdlc-context-manager

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/sdlc-context-manager/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/sdlc-context-manager/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/sdlc-context-manager" ] && { [ ! -e ~/.claude/skills/sdlc-context-manager ] || { mv ~/.claude/skills/sdlc-context-manager "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/sdlc-context-manager" ~/.claude/skills/ && echo "Installed ~/.claude/skills/sdlc-context-manager" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/sdlc-context-manager/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as sdlc-context in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, sdlc-context-manager.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referencemuyuqingqiu/sdlc-context-manager

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Who wrote it

MU
muyuqingqiu

Publishes on mcprush.

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