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Agent Skill · 研究检索

btw(顺便说一句)

btw 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。

btw 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,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 53,927。

总安装 519周安装 21GitHub Stars 520下载 163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:btw(顺便说一句)
来源仓库:https://github.com/popup-studio-ai/bkit-claude-code
仓库路径:skills/btw
安装命令:
npx skills add https://github.com/popup-studio-ai/bkit-claude-code --skill btw
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/popup-studio-ai/bkit-claude-code --skill btw

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。

btw 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。它主要用于研究检索场景,帮助记录和管理改进建议。可通过 npx skills add 命令从指定 GitHub 仓库安装并使用该技能。

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操作。btw 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/btw

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/popup-studio-ai/bkit-claude-code --skill btw;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

btw 怎么安装?

在终端执行 npx skills add https://github.com/popup-studio-ai/bkit-claude-code --skill btw。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

btw 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。

btw 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

btw 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。

btw 用的人多吗?

公开数据是累计安装 519 次,近一周安装 21 次,下载 163 次,GitHub 520 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。

btw 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

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。
  • 只想先试试效果、不希望它改动本地文件的人。

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
btw

顺便说一句 · 本页

519520只读未明确通过

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

/btw - By-The-Way Suggestion Collector

작업 중 "이거 스킬로 만들면 좋겠다", "이 패턴 자동화하면 좋겠다" 등의 개선 제안을 즉시 기록하고 관리하는 도구.

Commands

/btw {suggestion} - Record a suggestion

  1. Read .bkit/btw-suggestions.json (create if not exists)
  2. Generate next ID: btw-NNN (zero-padded, sequential)
  3. Create suggestion entry: {"id": "btw-001", "timestamp": "ISO-8601", "suggestion": "{user input}", "context": {"file": "{current working file if identifiable}", "pdcaPhase": "{current PDCA phase from.bkit-memory.json or null}", "feature": "{current feature or null}"}, "category": "auto-detect", "status": "pending", "promotedTo": null, "priority": null, "teamContext": {"isTeamSession": false, "phase": "{PDCA phase or null}", "role": "{teammate role that discovered this, or 'user'}", "pattern": "{orchestration pattern or null}"}}
  4. Auto-detect category from suggestion text:

- skill-request: mentions "skill", "스킬", "자동화", "automate" - bug-pattern: mentions "bug", "버그", "오류", "error", "fix" - improvement: mentions "개선", "improve", "better", "refactor" - documentation: mentions "문서", "doc", "설명", "explain" - general: default

  1. Update stats.total count
  2. Respond: "Recorded btw-{NNN}: {truncated suggestion}. Use /btw list to view all."

/btw list - List all suggestions

  1. Read .bkit/btw-suggestions.json
  2. Display table: ID | Status | Category | Suggestion (truncated) ---------|----------|----------------|---------------------- btw-001 | pending | skill-request | @Flow 모델에서 옵션 목록을 자동... btw-002 | promoted | improvement | DataProxy 패턴에 검증 로직을...
  3. Show summary: Total: N | Pending: N | Promoted: N | Dismissed: N

/btw analyze - Analyze suggestions for skill candidates

  1. Read all pending suggestions from .bkit/btw-suggestions.json
  2. Group by category and find patterns:

- Cluster similar suggestions (keyword overlap) - Count frequency of similar topics - Identify suggestions that map to existing bkit skills vs. new skill needs

  1. For each skill candidate:

- Estimate skill classification: workflow vs capability - Suggest skill name and description - Reference source suggestion IDs

  1. Output analysis: Skill Candidates from /btw Analysis ===================================== 1. [NEW SKILL] hunikflow-validation (capability) Based on: btw-001, btw-005, btw-008 Frequency: 3 mentions Description: Validation pattern guide for @Flow entities 2. [EXISTING SKILL ENHANCEMENT] code-review Based on: btw-003 Suggestion: Add DataProxy-specific review rules
  2. Save analysis timestamp to stats.lastAnalyzed

/btw promote {id} - Promote suggestion to skill creation

  1. Find suggestion by ID in .bkit/btw-suggestions.json
  2. Validate status is "pending" (cannot promote already promoted/dismissed)
  3. Update suggestion:

- status: "promoted" - promotedTo: skill name (derived from suggestion)

  1. Trigger skill-create workflow with context from the suggestion:

- Pass suggestion text as skill description seed - Pass context (file, feature) as project context

  1. Respond: "Promoted btw-{id} -> skill-create pipeline. Run /skill-create to continue."

/btw stats - Show statistics

  1. Read .bkit/btw-suggestions.json
  2. Calculate and display: /btw Statistics =============== Total suggestions: 12 By status: pending=8, promoted=3, dismissed=1 By category: skill-request=5, improvement=4, bug-pattern=2, general=1 Promotion rate: 25.0% Last analyzed: 2026-03-13T10:00:00Z Top keywords: @Flow(3), DataProxy(2), validation(2)

Data File: .bkit/btw-suggestions.json

Initialize with this structure if file does not exist:

{
  "version": "1.0",
  "suggestions": [],
  "stats": {
    "total": 0,
    "promoted": 0,
    "dismissed": 0,
    "lastAnalyzed": null
  }
}

Category Auto-Detection Rules

PatternCategory
skill, 스킬, automate, 자동화, command, 명령skill-request
bug, 버그, error, 오류, fix, 수정bug-pattern
improve, 개선, better, refactor, 리팩토링, optimizeimprovement
doc, 문서, explain, 설명, readme, guidedocumentation
(default)general

Integration Points

  • PDCA Context: Reads .bkit-memory.json for current phase/feature
  • skill-create: /btw promote triggers skill-create workflow
  • skill-needs-extractor: /btw analyze results feed into gap analysis
  • CTO Team: Phase transition triggers btw summary (see below)

CTO Team Integration

When /btw is used during a CTO Team session (/pdca team):

Auto-Detection

  • Check if team session is active via .bkit/runtime/agent-state.json
  • If active: set teamContext.isTeamSession = true and populate phase/role/pattern
  • If not active: set teamContext.isTeamSession = false (default behavior)

Phase Transition Hook

CTO Lead automatically reads btw-suggestions.json at every phase transition:

  • 0 pending: Silent skip (no output, no turns spent)
  • 1+ pending: Brief summary (top 3, category counts) in 1-2 turns
  • CTO does NOT auto-promote — user decides via /btw promote {id}

Session End

cto-stop.js hook outputs btw stats at session end:

  • Total suggestions collected during session
  • Category breakdown
  • Promotion rate

teamContext Field

Added to each suggestion entry when recorded during a team session:

"teamContext": {
  "isTeamSession": true,
  "phase": "do",
  "role": "user",
  "pattern": "swarm"
}

This enables /btw analyze to group suggestions by PDCA phase and identify phase-specific patterns.

平台分布

Codex

35.62%
按下载量换算58

Claude

27.48%
按下载量换算45

Cursor

19.4%
按下载量换算32

Gemini CLI

8.32%
按下载量换算14

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。目前只有一个公开来源,建议同时核对源仓库。

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