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Agent Skill · 研究检索

swain-stage(斯温阶段)

swain-stage 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。

swain-stage 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,权限为操作浏览器;许可证信息还不明确,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 37,816。

总安装 1,665周安装 68GitHub Stars 2下载 533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
unknown

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:swain-stage(斯温阶段)
来源仓库:https://github.com/cristoslc/swain
仓库路径:skills/swain-stage
安装命令:
npx skills add https://github.com/cristoslc/swain --skill swain-stage
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。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/cristoslc/swain --skill swain-stage

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。

用于查找、检索和筛选相关信息。适合根据关键词或任务场景快速定位候选结果。可结合来源仓库和原始 README 核验具体用法。安装命令:npx skills add https://github.com/cristoslc/swain --skill swain-stage。安装前建议确认权限范围和维护状态。

来源仓库内路径:skills/swain-stage

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/cristoslc/swain --skill swain-stage;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

    它需要操作浏览器,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

swain-stage 怎么安装?

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

swain-stage 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。

swain-stage 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

swain-stage 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

swain-stage 用的人多吗?

公开数据是累计安装 1,665 次,近一周安装 68 次,下载 533 次,GitHub 2 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。

swain-stage 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。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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

  • 需要明确授权才能用到公司项目里的场景。
  • 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
swain-stage

斯温阶段 · 本页

1,6652操作浏览器未明确未通过

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

Stage

Tmux workspace manager for swain. Creates pane layouts, manages an animated MOTD status panel, and gives the agent direct control over the visual workspace.

Prerequisite: Must be running inside a tmux session ($TMUX must be set). Before running any subcommand, the script checks for tmux — see Error handling below.

Script location

Swain project skills live under skills/ in the project root. For this skill, use:

  • skills/swain-stage/scripts/swain-stage.sh — main tmux layout and pane manager
  • skills/swain-stage/scripts/swain-motd.py — MOTD status panel (Textual TUI, runs via uv run)
  • skills/swain-stage/scripts/swain-motd.sh — legacy bash MOTD (kept as fallback if uv/Textual unavailable)
  • skills/swain-stage/references/layouts/ — layout presets
  • skills/swain-stage/references/yazi/ — bundled Yazi config used when fileBrowser resolves to yazi

Commands

Layout presets

Apply a named layout. Available presets are in skills/swain-stage/references/layouts/:

LayoutDescription
focusAgent pane + MOTD top-right + file browser bottom-right
reviewAgent + editor (changed files) + MOTD
browseAgent + file browser + MOTD
REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" layout review
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" layout browse
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" layout focus

The default layout is configured in swain.settings.json under stage.defaultLayout (default: focus).

Users can override layout definitions in swain.settings.json under stage.layouts.<name>.

Open individual panes

Open a specific pane type without applying a full layout:

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane editor file1.py file2.py   # editor with specific files
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane browser                      # file browser at repo root
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane browser /some/path           # file browser at specific path
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane motd                         # MOTD status panel
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane shell                        # plain shell

MOTD management

The MOTD pane shows a dynamic status panel with:

  • Project name, branch, and dirty state
  • Animated spinner when the agent is working (braille, dots, or bar style)
  • Current agent context (what it's doing)
  • Active epic with progress ratio (from swain-status cache)
  • Active tk task
  • Ready (actionable) artifact count
  • Last commit info
  • Assigned GitHub issue count
  • Count of touched files

The MOTD is a Textual TUI app (swain-motd.py) launched via uv run. It reads project data from .agents/status-cache.json (written by swain-status) when available, falling back to direct git/tk queries when the cache is absent or stale (>5 min). Agent state (spinner, context) is always read from .agents/stage-status.json for real-time responsiveness. Textual handles Unicode width correctly, provides proper box drawing with rounded corners, and supports color theming.

State file locations:

  • .agents/status-cache.json — swain-status cache (epic progress, ready items, task data); written by swain-status.sh
  • .agents/stage-status.json — live agent state (spinner activity, current context); written by stage-status-hook.sh

Reactive status via hooks: stage-status-hook.sh is configured as a Claude Code hook (PostToolUse, Stop, SubagentStart, SubagentStop) in .claude/settings.json. It writes .agents/stage-status.json automatically so the MOTD spinner reflects real agent activity without manual motd update calls.

Control the MOTD:

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd start                        # start MOTD in a new pane
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd stop                         # kill the MOTD pane
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "reviewing auth module"  # update context
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "idle"                # mark as idle
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "done"                # mark as done/idle

Close panes

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" close right     # close the right pane
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" close bottom    # close the bottom pane
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" close all       # reset to single pane

Status

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" status          # show current layout info

Reset

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" reset           # kill all panes except current

Agent-triggered pane operations

The agent should use swain-stage directly during work. Recommended patterns:

After making changes — open review

When you've finished modifying files, open them for the user to review:

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "changes ready for review"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane editor file1.py file2.py

During research — open file browser

When exploring the codebase:

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" pane browser src/components/

Update context as you work

Keep the MOTD informed of what you're doing:

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "analyzing test failures"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "writing migration script"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "done"

Clean up when done

REPO_ROOT="$(git rev-parse --show-toplevel 2>/dev/null || pwd)"
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" close right
bash "$(find "$REPO_ROOT" -path '*/swain-stage/scripts/swain-stage.sh' -print -quit 2>/dev/null)" motd update "idle"

Settings

Read from swain.settings.json (project) and ~/.config/swain/settings.json (user override). User settings take precedence.

KeyTypeDefaultDescription
editorstringautoEditor command. auto detects: micro > helix > nano > vim
fileBrowserstringautoFile browser command. auto detects: yazi > nnn > ranger > mc
stage.defaultLayoutstringfocusLayout applied by default
stage.motd.refreshIntervalnumber5MOTD refresh interval in seconds (idle)
stage.motd.spinnerStylestringbrailleSpinner animation: braille, dots, or bar
stage.layoutsobject{}User-defined layout overrides (same schema as preset files)

Error handling

  • If tmux binary is not installed: the script exits with "tmux not found". Offer to install it: "tmux is not installed. Install it now? I can run \brew install tmux for you."If the user accepts, runbrew install tmux, then re-run the original subcommand.
  • If tmux is installed but not in a tmux session ($TMUX unset): the script exits with "tmux not active — swain-stage requires a tmux session. Start tmux first." Inform the user and do not offer to install (tmux is already present).
  • If editor/file browser is not installed: warn the user and suggest alternatives or swain.settings.json override.
  • If the file browser resolves to yazi, swain-stage injects the bundled config in skills/swain-stage/references/yazi/ so text files open with the system default app and directory colors remain readable on dark terminals.
  • If jq is not available: warn that settings cannot be read, use hardcoded defaults.
  • Pane operations are best-effort — if a pane can't be created or found, warn but don't fail the session.

平台分布

Codex

38.12%
按下载量换算203

Claude

29.19%
按下载量换算156

Cursor

17.51%
按下载量换算93

Gemini CLI

9.15%
按下载量换算49

安全审计

Gen Agent Trust Hub

未通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

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。目前只有一个公开来源,建议同时核对源仓库。

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