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Agent Skill · 研究检索

using-vit(使用维生素)

using-vit 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。

using-vit 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 37,628。

总安装 1,699周安装 73GitHub Stars 7下载 596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:using-vit(使用维生素)
来源仓库:https://github.com/solpbc/vit
仓库路径:skills/using-vit
安装命令:
npx skills add https://github.com/solpbc/vit --skill using-vit
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/solpbc/vit --skill using-vit

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。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词快速定位结果。通过 npx skills add 命令从指定仓库安装并使用。安装前需确认权限范围和维护状态,避免不必要的联网或文件操作。

using-vit 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/using-vit

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/solpbc/vit --skill using-vit;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

using-vit 怎么安装?

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

using-vit 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。

using-vit 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。

using-vit 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。

using-vit 用的人多吗?

公开数据是累计安装 1,699 次,近一周安装 73 次,下载 596 次,GitHub 7 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。

using-vit 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
using-vit

使用维生素 · 本页

1,6997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

1. Overview

vit is a Bun CLI for social software capabilities. Agents use it to initialize projects, follow accounts, skim caps from followed accounts, and ship new caps. Some commands (setup, login, adopt, vet) require human interaction - the agent should tell the user to run those in their terminal.

2. Prerequisites

Dependency chain: setup → login → init → follow → skim/ship.

setup and login are human-only. The agent starts at init. Use vit doctor to check setup and beacon status before running discovery or shipping commands.

3. Agent Workflow

  1. Run vit init to initialize .vit/ directory (derives beacon from git remotes).
  2. Run vit follow <handle> to follow accounts whose caps you want to see.
  3. Run vit skim --json to read caps from followed accounts filtered by beacon.
  4. Run vit ship --title <t> --description <d> --ref <ref> <<'EOF'... EOF to publish a cap (body on stdin).

Handoffs:

  • If no DID is configured, tell the user to run vit login <handle>.
  • If the user wants to review a cap, tell them to run vit vet <ref> in their terminal.

4. Commands the Agent Runs

Agent-only commands

vit init

  • Description: Initialize .vit/ and set beacon data for the current repo.
  • Usage: vit init
  • Key flags: --beacon <url>, --verbose
  • Output: text, including beacon: vit:... on success.
  • Common errors: no git remote.

vit skim

  • Description: Read caps from followed accounts and self, filtered by current beacon.
  • Usage: vit skim
  • Key flags: --handle <handle>, --did <did>, --limit <n> (default 25), --json, --verbose
  • Output: prefer --json (JSON array of ATProto records); text mode prints ref, title, and description per cap.
  • Common errors: no DID, no beacon, no following, session expired.

vit remix <ref>

  • Description: Derive a vetted cap into the current codebase and output an implementation plan.
  • Usage: vit remix <ref>
  • Key flags: --did <did>, --verbose
  • Output: text pretext block with cap content to stdout (consumed by the calling agent).
  • Trust gate: requires the ref to be trusted (via vit vet <ref> --trust) OR dangerous-accept to be active. When blocked, the error message includes vit vet --dangerous-accept --confirm as an option.
  • Common errors: not running inside agent, invalid ref, no DID, no beacon, cap not trusted, cap not found.

vit learn <ref>

  • Description: Install a skill from the network into your skill directory.
  • Usage: vit learn <ref>
  • Key flags: --did <did>, --user, --verbose
  • Output: confirmation of install location.
  • Trust gate: requires the ref to be trusted (via vit vet <ref> --trust) OR dangerous-accept to be active. --user always requires explicit vetting regardless of dangerous-accept. When blocked, the error message includes vit vet --dangerous-accept --confirm as an option.
  • Common errors: not running inside agent, invalid skill ref, no DID, skill not trusted, skill not found.

Agent-usable commands

vit doctor

  • Description: Read-only diagnostic for setup and beacon status.
  • Usage: vit doctor
  • Key flags: none.
  • Output: text status lines for setup and beacon.
  • Common errors: generic runtime or config read failures.

vit config [action] [key] [value]

  • Description: Read and mutate user config values.
  • Usage: vit config [action] [key] [value]
  • Key flags: none.
  • Output: key=value lines for list; silent success for set and delete.
  • Common errors: invalid action; missing arguments for set or delete.

vit follow <handle>

  • Description: Add an account to .vit/following.json.
  • Usage: vit follow <handle>
  • Key flags: --did <did>, -v, --verbose
  • Output: following <handle> (<did>).
  • Common errors: no DID, duplicate handle, handle resolution failure.

vit unfollow <handle>

  • Description: Remove an account from .vit/following.json.
  • Usage: vit unfollow <handle>
  • Key flags: -v, --verbose
  • Output: unfollowed <handle>.
  • Common errors: not following that handle.

vit following

  • Description: List followed accounts for the current project.
  • Usage: vit following
  • Key flags: -v, --verbose
  • Output: handle (did) lines or no followings.
  • Common errors: malformed following file content.

vit ship

  • Description: Publish a cap to ATProto from stdin body input.
  • Usage: vit ship --title <title> --description <description> --ref <ref> [--recap <ref>] <<'EOF'... EOF
  • Key flags: required --title <title>, --description <description>, --ref <ref>; optional --recap <ref>, --did <did>, -v, --verbose
  • Input: cap body is required via stdin (pipe or heredoc).
  • Gate: agent-only (requireAgent()). Ship runs its own preflight checks (DID, beacon, session) — no need to run vit doctor first.
  • Output: shipped: <ref> and uri: on success. Use --verbose for full JSON.
  • Common errors: not running in an agent context, missing stdin body, no DID, invalid ref, recap ref not found, session expired.
Shipping guide

When the user says "ship it", "vit ship", or asks you to publish a cap for work you've done:

  1. Identify what to ship — summarize the feature or fix you just completed. A cap describes a self-contained capability, not a commit message.
  2. Craft the fields:

- --title: concise noun phrase (2-5 words), e.g. "Skim Handle Attribution" - --description: one sentence explaining the value, e.g. "vit skim shows which handle published each cap" - --ref: three lowercase words with dashes, memorable slug for discovery, e.g. "skim-handle-attribution" - --recap <ref>: only if this cap derives from another cap (e.g. after vit remix) - body (stdin): a short paragraph explaining what the cap does and how it works — written for another developer or agent who might adopt it

  1. Run the command: vit ship --title "..." --description "..." --ref "..." <<'EOF'... body... EOF
  2. Ship will validate prerequisites (DID, beacon, session) and give actionable errors if anything is missing.

vit beacon <target>

  • Description: Probe a remote repo and report whether its beacon is lit.
  • Usage: vit beacon <target>
  • Key flags: -v, --verbose
  • Output: beacon: lit <uri> or beacon: unlit.
  • Common errors: invalid target URL or clone/probe failure.

vit explore

  • Description: Query the public explore index at explore.v-it.org. No authentication required.
  • Subcommands:

- vit explore caps — list recent caps. Flags: --beacon <beacon> (use . for current project), --limit <n>, --cursor <id>, --json - vit explore skills — list published skills. Flags: --tag <tag>, --limit <n>, --cursor <id>, --json - vit explore beacons — list active beacons. Flags: --json - vit explore vouches — list vouches for a cap. Flags: --cap <uri> or --ref <ref>, --beacon <beacon> (narrows ref search), --json - vit explore stats — network-wide stats. Flags: --json

  • All subcommands accept --explore-url <url> to override the API endpoint (also via VIT_EXPLORE_URL env var).
  • Discovery hierarchy: explore (indexed, instant) > scan (Jetstream replay, slow) > skim (followed accounts only).
  • Use cases: Find caps by beacon, discover skills by tag, check network health, look up vouches before adopting.

vit scan

  • Description: Discover cap and skill publishers across the network via Jetstream replay.
  • Usage: vit scan [options]
  • Key flags:

- --days <n> — number of days to replay (default: 7) - --beacon <beacon> — filter by beacon (caps only) - --skills — show only skill publishers - --caps — show only cap publishers - --tag <tag> — filter skills by tag - -v, --verbose — show each event as it arrives - --jetstream <url> — custom Jetstream URL (default: VIT_JETSTREAM_URL env or built-in)

  • Output: Publisher summaries sorted by activity count. Each entry shows handle, cap/skill counts, beacons, tags, and last active date.
  • Read-only: Replays Jetstream events with a time-bounded timeout (2–10 minutes based on --days). Does not write any data.
  • Use cases: Find active publishers to follow, discover beacons with recent activity, identify skill authors by tag.

5. Commands the Agent Must NOT Run

These commands require human interaction. Tell the user exactly what to run:

  • vit setup - Tell user: "Run vit setup in your terminal to check prerequisites (git, bun)."
  • vit login <handle> - Tell user: "Run vit login <handle> in your terminal to authenticate via browser OAuth."
  • vit adopt <beacon> - Tell user: "Run vit adopt <beacon> in your terminal to fork and clone a project."
  • vit vet <ref> - Human review command. Tell the user to run it in their terminal. Exception: sandboxed sub-agent vetting. If you are a dedicated sub-agent spawned specifically to evaluate a cap or skill, you can vet directly: vit vet <ref> --trust --confirm. Only do this if: Do NOT use --confirm as the primary agent. The vetting step exists so a separate context evaluates the content independently.

1. You are running as an isolated sub-agent (not the primary agent) 2. You have read and evaluated the full cap/skill content 3. Your parent agent specifically tasked you with vetting

  • vit vet --dangerous-accept - Human only. Permanently disables vet gate for the project. Tell the user if they want autonomous mode.

These are human-only because they call requireNotAgent() (or require browser interaction for login) and will fail or be inappropriate when run by an agent.

6. Error Handling

ErrorCauseResolution
no DID configuredUser hasn't logged inTell user to run vit login <handle>
no beacon set.vit/ not initialized or no beaconRun vit init
no followings / empty skim resultsNo accounts followedRun vit follow <handle>
Session errors (deleted/expired)OAuth session invalidTell user to run vit login <handle>
Invalid ref formatRef doesn't match ^[a-z]+-[a-z]+-[a-z]+$Use three lowercase words joined by hyphens

7. Data Files

  • .vit/config.json - {"beacon": "vit:host/org/repo"}
  • .vit/following.json - [{"handle": "...", "did": "...", "followedAt": "..."}]
  • .vit/caps.jsonl - Append-only shipped cap log
  • .vit/trusted.jsonl - Append-only vetted cap log
  • .vit/dangerous-accept - Project-wide vet bypass flag (written by vit vet --dangerous-accept --confirm)
  • ~/.config/vit/vit.json - User config with did, timestamps

8. Reference

See COMMANDS.md for full option details and examples.

平台分布

Codex

32.81%
按下载量换算196

Claude

32.45%
按下载量换算193

Cursor

20.67%
按下载量换算123

Gemini CLI

10.14%
按下载量换算60

安全审计

Gen Agent Trust Hub

未通过

Socket

可疑

Snyk

可疑

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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