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Agent Skill · 研究检索

jarvis-starter(贾维斯·斯塔特)

jarvis-starter 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。

jarvis-starter 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,权限为执行命令;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 57,063。

总安装 441周安装 18GitHub Stars 1下载 141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:jarvis-starter(贾维斯·斯塔特)
来源仓库:https://github.com/dtdesigner36/jarvis-starter
仓库路径:skills/jarvis-starter
安装命令:
npx skills add https://github.com/dtdesigner36/jarvis-starter --skill jarvis-starter
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/dtdesigner36/jarvis-starter --skill jarvis-starter

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。

jarvis-starter 用于查找、检索和筛选相关信息,适合根据关键词定位内容。适用于项目初始化和知识库查询场景。jarvis-starter 属于研究检索类 Skill,可作为该场景下的辅助能力补充。通过 npx skills add 命令从 GitHub 仓库安装并使用。

需确认权限范围和维护状态,避免触发不必要操作。可结合原始 README 继续核验具体功能。

来源仓库内路径:skills/jarvis-starter

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/dtdesigner36/jarvis-starter --skill jarvis-sta…;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

    它需要执行命令,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

jarvis-starter 怎么安装?

在终端执行 npx skills add https://github.com/dtdesigner36/jarvis-starter --skill jarvis-starter。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

jarvis-starter 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。

jarvis-starter 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 npx skills add https://github.com/dtdesigner36/jarvis-starter --skill jarvis-starter 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

jarvis-starter 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。

jarvis-starter 用的人多吗?

公开数据是累计安装 441 次,近一周安装 18 次,下载 141 次,GitHub 1 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。

jarvis-starter 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 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

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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
jarvis-starter

贾维斯·斯塔特 · 本页

4411执行命令未明确有提醒

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

JARVIS Starter — persistent project assistant

Installed once in a new project. Sets up infrastructure for the detected project type (Telegram bot, web app, API, landing page, game, parser, mobile app, etc.). Then stays as a quiet assistant.

Modes

1. Bootstrap (first invocation in empty/new project)

User writes:

> jarvis start: <project description>

Or just:

> jarvis: <description>

JARVIS runs the sequence:

  1. Phase 0 — Brownfield scan (if the folder has package.json/pyproject.toml/go.mod/etc., parse stack before asking questions)
  2. Phase 0.5 — Dev-stage check (see archive/bootstrap/brownfield-adopt.md). If ≥2 dev-stage signals hit (≥10 commits, mature lockfile, real src/, existing CLAUDE.md, living docs/, running CI) — default to Adopt mode, not Start. User can override with jarvis start --force.
  3. Phase 1 — Classification (see archive/bootstrap/classification.md)
  4. Phase 2 — Proposal (stack + skills from registry + GitHub discovery via on-demand/skill-discovery/)
  5. Phase 3 — Bootstrap installer — MUST run bash {{SKILL_PATH}}/scripts/bootstrap.sh <archetype> via the Bash tool after the user confirms Phase 2 ({{SKILL_PATH}} is where the skill is installed). This script actually copies universal templates + archetype overlay, creates .jarvis/, installs hooks into .claude/hooks/, and merges hooks into .claude/settings.json via jq. Reading the script and describing what it would do is not acceptable — it must be run. After bootstrap.sh completes — call stack-matcher for proactive skill recommendations: bash {{SKILL_PATH}}/core/skill-discovery/stack-matcher.sh --archetype <archetype> --stack "<detected-tags>". Show its output to the user as part of Phase 2 proposal — this fulfills the "skill discovery" promise from the SKILL.md description.
  6. Phase 4 — Verification. Mandatory checks:

- jq '.hooks.PostToolUse'.claude/settings.json returns an array containing JARVIS hooks (post-edit + post-bash) - jq '.hooks.UserPromptSubmit'.claude/settings.json returns an array containing the JARVIS hook (pre-prompt) - .claude/hooks/post-edit.sh, post-bash.sh, pre-prompt.sh exist and are executable - .jarvis/state.md, .jarvis/memory.md, .jarvis/focus.md are created - CLAUDE.md and wiki/HOME.md are present - If any check fails — return to Phase 3 and re-run the installer, do not continue

  1. Phase 5 — Token audit + optimization advice (CLAUDE.md size, wiki file count, check .gitignore / LICENSE / .env.example)
  2. Phase 6 — git init + initial commit (if .git/ is missing) + offer to create a private GitHub repo via gh repo create. Write bootstrap-complete: true into .jarvis/state.md.

2. Adopt (existing project in active development)

User writes:

> jarvis adopt

Or jarvis start: <desc> auto-redirects here when Phase 0.5 detects dev-stage signals.

Philosophy: observe first, install only gaps, respect everything the user already built.

JARVIS runs (see archive/bootstrap/brownfield-adopt.md):

  1. Phase A — Observe (read-only): stack, existing CLAUDE.md, hooks, docs, secret-scanners, issue tracking
  2. Phase B — Gap analysis: for each core feature, check if the project already solves that problem. Skip if yes.
  3. Phase C — Proposal: show interactive gap matrix. User approves / picks features / declines.
  4. Phase D — Soft install: only checked features, in .jarvis/ namespace + new jarvis-*.sh hook files (never touches existing hooks / CLAUDE.md / docs).
  5. Phase E — Record: write state to .jarvis/state.md including which features were skipped and why.

Hard rules in Adopt mode:

  • .jarvis/ is the only new directory at project root
  • CLAUDE.md gets one line max: <!-- JARVIS context: see.jarvis/state.md -->
  • Hooks are new files (jarvis-<feature>.sh), never appended to existing hooks
  • settings.json is structurally merged, never overwritten
  • No archetype overlay — user can run jarvis evolve <archetype> later
  • No wiki/ created if docs/ already exists

3. Persistent mode (after bootstrap or adopt)

JARVIS lives in .jarvis/ and works through core hooks:

🎯 Core (0 tokens at rest, active via hooks):

  • Wiki auto-maintenance — PostToolUse detects events (new module, large edit, new Prisma model) and injects short reminders into the tool result. See core/wiki-maintenance/.
  • Task Routing — UserPromptSubmit analyzes the prompt, classifies complexity (Trivial/Simple/Medium/Complex/Architectural), recommends model and plan mode. See core/task-routing/.
  • Memory & Wiki recall — UserPromptSubmit matches prompt topic against .jarvis/memory.md and wiki/Systems/*.md, injects a hint "already solved:...". See core/memory-recall/.
  • Focus tracker — PostToolUse passively updates .jarvis/focus.md (shell-only, 0 tokens). See core/focus-tracker/.
  • Security watch — PostToolUse scans for hardcoded secrets and .env leaks. See core/security-watch/.

🔍 On-demand commands. JARVIS commands split in two: a small set of real shell scripts and a larger set of markdown instructions Claude reads on demand. The markdown ones aren't standalone programs — they guide Claude through a workflow. Most on-demand commands are the second kind.

Real shell scripts (executable):

  • jarvis self-audit — audit of JARVIS itself from shell: which hooks actually fired, usage counts, stale wiki (real output from core/self-audit/report.sh)

Model-prompted workflows (markdown Claude reads):

  • jarvis status — brief summary (Claude reads .jarvis/state.md + focus.md)
  • jarvis find "<need>" — Claude searches the curated registry and suggests a GitHub query; no automatic install
  • jarvis evolve <layer> — Claude applies an archetype overlay
  • jarvis decide "<q>" — help with an architectural decision
  • jarvis suggest — quality improvement suggestions
  • jarvis docs — wiki freshness check
  • jarvis audit — comprehensive audit of your project (wiki/tokens/deps)
  • jarvis security — security audit workflow (live secret-scan runs from hooks; the audit command is a walkthrough)
  • jarvis route "<task>" — manually classify task complexity

📦 Rare commands: remember, forget, history, focus, optimize — markdown workflows in archive/subcommands-rare/.

🔌 Plugins (off by default):

  • school-mode — for those who want not just to build but to learn. Creates a separate school-wiki/ with a topic index for the project's stack. Deep exploration happens only on request via jarvis school topic <area>. Activation: jarvis school on. NOT proactively offered — user decides.

For vibe-coders (primary audience)

JARVIS is a "smart programmer friend" for people who:

  • Describe ideas in free form
  • Don't know which model to pick (Opus vs Sonnet vs Haiku)
  • Don't know when to enable plan mode
  • Don't know which libraries are worth installing

JARVIS makes these decisions for them or with them, in plain language.

For technically literate users

Same hooks, but you can disable the ones that get in the way. All JARVIS decisions are suggestions, not enforcement. If something annoys you — jarvis off (or per-hook via .jarvis/plugins.md).

Installation

# Install the skill
npx skills add dtdesigner36/jarvis-starter --yes

# New / empty project
> jarvis start: <project description>

# Existing project already in development
> jarvis adopt

If you type jarvis start in an existing project, JARVIS detects the dev-stage and auto-switches to Adopt (with a confirmation prompt).

Important rules

  1. Do NOT suggest enabling school-mode — user decides
  2. Do NOT output status automatically at session start — only on jarvis status
  3. Bootstrap = actually calling scripts/bootstrap.sh, not imitating it. The only way to activate JARVIS hooks is to run bash {{SKILL_PATH}}/scripts/bootstrap.sh <archetype> via the Bash tool in Phase 3. Describing "what the installer would do" or manually creating individual files is not acceptable — the hooks must actually end up in .claude/settings.json. If Phase 4 verification doesn't find the hooks — the installer didn't run, repeat Phase 3.
  4. Core hooks work always after bootstrap (can be disabled via .jarvis/plugins.md)
  5. Wiki is mandatory infrastructure in Start mode; in Adopt mode — respect existing docs, do not create parallel wiki/
  6. Priority: quality > token optimization
  7. Brownfield-safe default: when dev-stage is detected, default path is Adopt (gap-analysis, zero overwrite), not Start. See archive/bootstrap/brownfield-adopt.md.
  8. ADR moment = MANDATORY jarvis decide. On any choice between 2+ alternatives in the categories below, the model must first run the decide flow (see on-demand/decide.md) and record the result in wiki/Decisions/ or wiki/Architecture/, and only then proceed with implementation. Trigger categories: Exceptions — trivial edits that don't create irreversible decisions (rename a variable, add a log, cosmetics). When in doubt — call decide rather than skip. If the pre-prompt.sh hook detects ADR signals in the prompt, it injects a reminder "this is an ADR moment — call jarvis decide". The model must not ignore such a reminder.

- Library choice (aiogram vs python-telegram-bot, Prisma vs Drizzle, Express vs NestJS,...) - Storage choice (Redis vs in-memory vs DB, SQLite vs PostgreSQL, JSON vs YAML) - Architectural pattern (monorepo vs polyrepo, event-driven vs sync, REST vs GraphQL vs gRPC) - Interaction protocol (webhook vs polling, WebSocket vs SSE) - Stack / runtime change (Python 3.11 → 3.12, Node → Bun,...) - Significant architecture refactor (monolith split, framework swap)

File architecture

See README.md for full structure. Key points:

  • core/ — always-on hooks
  • on-demand/ — on-request commands
  • plugins/ — optional extensions (school-mode)
  • archive/ — bootstrap and rare commands

平台分布

Codex

35.28%
按下载量换算50

Claude

32.44%
按下载量换算46

Cursor

19.1%
按下载量换算27

Gemini CLI

8.92%
按下载量换算13

安全审计

Gen Agent Trust Hub

通过

Socket

可疑

Snyk

可疑

权限和风险

执行命令

安装流程涉及命令执行,可能通过 npx skills add https://github.com/dtdesigner36/jarvis-starter --skill jarvis-starter 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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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