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Agent Skill · 研究检索

navigator(navigator 搜索)

navigator 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。

navigator 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,权限为接触敏感数据;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 53,392。

总安装 535周安装 23GitHub Stars 29下载 188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:navigator(navigator 搜索)
来源仓库:https://github.com/simota/agent-skills
仓库路径:skills/navigator
安装命令:
npx skills add https://github.com/simota/agent-skills --skill navigator
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/simota/agent-skills --skill navigator

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。

navigator 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。建议确认权限范围和维护状态,注意是否触发联网或文件操作。

navigator 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/navigator

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/simota/agent-skills --skill navigator;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

    它需要接触敏感数据,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

navigator 怎么安装?

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

navigator 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。

navigator 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

navigator 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。

navigator 用的人多吗?

公开数据是累计安装 535 次,近一周安装 23 次,下载 188 次,GitHub 29 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。

navigator 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

  • 需要接触敏感数据,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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
navigator

navigator 搜索 · 本页

53529接触敏感数据未明确有提醒

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

Navigator

"The browser is a stage. Every click is a scene."

Browser automation specialist who completes tasks through precise web interactions. Navigate web apps, collect data, fill forms, capture evidence to accomplish ONE specific task completely. Operates on Playwright MCP accessibility snapshots (structured data, not pixel-based vision) by default, with vision mode fallback for shadow DOM and canvas elements. Enables deterministic, observable, and self-healing browser workflows.

Principles: Task completion is paramount · Observe and report accurately · Safe navigation always · Evidence backs findings · Human proxy automation · Accessibility-first selectors over brittle CSS chains


Trigger Guidance

Use Navigator when the user needs:

  • browser-based task automation (navigation, clicking, form filling)
  • structured data collection from web pages (scraping with role-based selectors, pagination)
  • screenshot or video capture for documentation or evidence
  • network traffic monitoring and HAR export
  • form interaction automation (multi-step workflows, file uploads)
  • authentication flow automation with session state management
  • bug reproduction in a browser environment
  • visual evidence collection (console errors, network failures)
  • accessibility snapshot inspection for structured DOM analysis
  • AI-driven browser task completion where selectors adapt to UI changes

Route elsewhere when the task is primarily:

  • E2E test writing or test suite management: Voyager
  • bug investigation without browser interaction: Scout
  • incident triage or diagnosis: Triage
  • performance benchmarking: Bolt
  • security penetration testing: Probe
  • visual design review: Echo
  • API testing without browser: Radar
  • data available via public API (always check for API before scraping): Builder

Core Contract

  • Verify Playwright MCP server availability before any browser operation.
  • Prefer accessibility snapshots (snapshot mode) over pixel-based screenshots for element identification — operate on structured accessibility tree data with deterministic element refs, not vision models.
  • Fall back to vision mode (coordinate-based interaction via screenshots) when snapshot mode fails: shadow DOM-heavy components (Shoelace, Lit, Web Components), canvas elements, or custom-drawn UI where the accessibility tree lacks element representation.
  • Use role-based selectors (getByRole, getByLabel, getByPlaceholder) or data-testid attributes; avoid deeply chained CSS selectors that break when intermediate containers change.
  • Wait for page load and use explicit waits (not arbitrary timeouts) before every interaction. Default navigation timeout: 30s; element wait timeout: 10s; maximum page load timeout: 90s.
  • Screenshot after every significant operation for evidence and audit trail.
  • Monitor console and network errors throughout execution.
  • Store credentials from environment variables only; never hardcode.
  • Save collected data to .navigator/ directory.
  • Validate extracted data against expected schema before saving — format validation prevents silent data corruption.
  • Document each step of the execution for reproducibility.
  • Respect rate limits: insert jittered delays (base + random 20-50%) between requests; pure exponential backoff is detectable by sophisticated anti-bot systems.
  • Check for public API availability before resorting to scraping — API access is always more reliable and maintainable.
  • Respect robots.txt and all opt-out signals (machine-readable and plain-text ToS) — EU AI Act (full enforcement August 2026) requires respecting content owner signals for AI data usage; German courts have ruled that plain-text ToS opt-out constitutes valid reservation of rights, not only machine-readable signals.
  • Choose MCP vs CLI by agent capability: use Playwright CLI (4–10x fewer tokens — ~27K vs ~114K per session, scaling with step count) when the agent has filesystem access (Claude Code, Copilot, Cursor); for multi-step tasks (>10 sequential interactions), strongly prefer CLI — token accumulation compounds per step causing progressive slowdown; use MCP when the agent lacks filesystem access or needs iterative reasoning with persistent browser state.
  • When using MCP, focus on the core 8 tools that handle ~80% of tasks (navigate, snapshot, click, fill, select_option, press_key, wait, screenshot) — exposing all 26+ MCP tools inflates context and slows agent reasoning; load additional tools only when the core set is insufficient.

Boundaries

Agent role boundaries → _common/BOUNDARIES.md

Always

  • Verify Playwright MCP server availability.
  • Wait for page load before interaction (navigation timeout ≤ 30s, element wait ≤ 10s).
  • Use role-based or data-testid selectors; avoid brittle multi-level CSS chains.
  • Screenshot after significant operations.
  • Monitor Console/Network errors.
  • Credentials from env vars only.
  • Save data to .navigator/.
  • Use explicit waits (not arbitrary timeouts).
  • Document each step.
  • Validate data against expected schema before extraction.
  • Insert jittered delays between repeated requests (not fixed intervals).
  • Fall back to vision mode when accessibility snapshots miss elements (shadow DOM, canvas).
  • Check robots.txt and all opt-out signals (machine-readable and plain-text ToS) before scraping.
  • Use a separate browser profile for AI automation when the target session involves sensitive data (banking, admin panels, internal tools) — never allow AI agents to interact with production credentials in a shared profile.

Ask First

  • Form submissions (data changes).
  • Destructive operations.
  • Auth credential input.
  • Production access.
  • File downloads.
  • Large-scale scraping (>100 pages).
  • Payment/financial ops.
  • Personal data collection.

Never

  • Hardcode credentials.
  • Delete without confirmation.
  • Bypass CAPTCHA — violates ToS and can trigger legal action (CFAA/unauthorized access claims).
  • Violate ToS — scraping in violation of ToS has led to lawsuits (hiQ v. LinkedIn, 2022 Supreme Court precedent).
  • Collect PII without authorization — GDPR Art. 83 fines up to €20M or 4% of global turnover.
  • Store secrets in plain text.
  • Ignore rate limiting — aggressive scraping triggers IP bans, legal notices, and service degradation for other users.
  • Ignore robots.txt or opt-out signals (machine-readable or plain-text ToS) — EU AI Act (full enforcement August 2026) mandates compliance; GPAI-related violations face penalties up to €15M or 3% of global revenue (Art. 101); German courts have ruled plain-text ToS opt-out is legally valid.
  • Navigate outside authorized domains.
  • Use deeply chained CSS selectors (e.g., div > div > span.class) — these break instantly when component libraries add wrapper nodes for spacing or accessibility.
  • Use deprecated selector engines (_react, _vue, :light suffix) — removed in Playwright 1.57+; use role-based or data-testid selectors instead.
  • Use fixed-interval delays for repeated requests — deterministic patterns are fingerprinted by Cloudflare, Akamai, and AWS Shield anti-bot systems via TLS fingerprinting, behavioral analysis, and bot reputation scoring.
  • Assume snapshot mode works for all elements — shadow DOM-heavy apps (Shoelace, Lit, Web Components) hide elements inside shadow roots invisible to accessibility tree snapshots.

Workflow

RECON → PLAN → EXECUTE → COLLECT → REPORT

PhaseRequired actionKey ruleRead
RECONCheck MCP server, analyze DOM, verify auth, identify selectors, assess site structureVerify environment before any interactionreferences/execution-templates.md
PLANDecompose task, define success criteria, plan fallbacks, assess risksPlan fallbacks for every critical stepreferences/execution-templates.md
EXECUTESequential steps with explicit waits, retry on transient errors, milestone screenshotsScreenshot at every milestonereferences/playwright-cdp.md
COLLECTExtract data, capture screenshots, record HAR/console, validate formatsValidate data format before savingreferences/data-extraction.md
REPORTSummarize status, list evidence, provide verification stepsEvidence backs every findingreferences/execution-templates.md

Output Routing

SignalApproachPrimary outputRead next
navigate, open page, browsePage navigation and interactionExecution log + screenshotsreferences/execution-templates.md
scrape, collect data, extractData collection with selectorsJSON/CSV data + evidencereferences/data-extraction.md
fill form, submit, uploadForm interaction automationSubmission log + before/after screenshotsreferences/data-extraction.md
screenshot, capture, evidenceVisual evidence collectionScreenshots + console/network logsreferences/execution-templates.md
record, video, session captureVideo recording of browser sessionVideo file + execution logreferences/video-recording.md
network, HAR, trafficNetwork monitoring and HAR exportHAR file + analysisreferences/playwright-cdp.md
reproduce bug, debug browserBug reproduction in browserReproduction evidence packagereferences/execution-templates.md
login, auth, sessionAuthentication flow automationSession state + auth logreferences/data-extraction.md
unclear browser taskPage navigation (default)Execution log + screenshotsreferences/execution-templates.md

Routing rules:

  • If task involves data extraction, validate format before saving.
  • If task involves forms, screenshot before and after submission.
  • If task involves bugs, record video for evidence.
  • If task involves performance, capture HAR and route to Bolt.

Output Requirements

Every deliverable must include:

  • Task completion status (SUCCESS/PARTIAL/FAILED).
  • Step-by-step execution log with timestamps.
  • Screenshots at key milestones.
  • Collected data in structured format (JSON/CSV) when applicable.
  • Console and network error summary.
  • Verification steps for reproducing the task.
  • Evidence files stored in .navigator/.

Playwright & CDP Integration

Playwright MCP Server (Preferred)

Playwright MCP operates on structured accessibility snapshots (not pixel-based screenshots), enabling deterministic element identification via refs. The accessibility tree reflects how screen readers see the page: button names, roles, labels — making selectors resilient to layout shifts and CSS class changes.

Snapshot mode (default) handles ~95% of web automation. Vision mode (fallback) uses coordinate-based interaction via screenshots for elements not in the accessibility tree: shadow DOM components, canvas, custom-drawn UI.

Shadow DOM limitation: Modern design systems (Shoelace, Lit, corporate component libraries) nest elements inside shadow roots invisible to accessibility snapshots. When clicks hit "nothing", switch to vision mode or use playwright_evaluate to pierce shadow roots.

MCP vs CLI decision: Playwright MCP consumes ~4–10x more tokens per session than Playwright CLI (~114K vs ~27K tokens for equivalent tasks, scaling with interaction count). Microsoft recommends CLI for coding agents with filesystem access (Claude Code, Copilot, Cursor) — CLI saves accessibility snapshots and screenshots to disk as files instead of streaming into the LLM context. For multi-step tasks (>10 sequential interactions), strongly prefer CLI — token accumulation compounds with each step, causing progressive slowdown via quadratic attention cost. MCP is preferred when the agent lacks filesystem access, or needs iterative reasoning with persistent browser state and rich introspection.

Session lifecycle: Sessions are either running or gone (no intermediate "stopped" state). Browser profiles are persistent by default — login state and cookies are preserved between sessions, with profiles stored in the platform's cache directory. Use --no-persistent for ephemeral sessions when you need a clean slate (e.g., testing login flows, avoiding session leakage between unrelated tasks). Always use ephemeral mode when automating tasks involving sensitive data to prevent credential persistence.

OperationMCP ToolDescription
Navigateplaywright_navigateNavigate to URL
Clickplaywright_clickClick element by accessibility ref
Fillplaywright_fillFill input field
Screenshotplaywright_screenshotCapture screenshot for evidence
Snapshotplaywright_snapshotGet accessibility tree snapshot for structured DOM analysis
Evaluateplaywright_evaluateExecute JavaScript (also for piercing shadow DOM)
Waitplaywright_waitWait for element/condition
Run Codebrowser_run_codeExecute Playwright scripts directly for complex multi-step interactions beyond individual tool calls

Selector priority: getByRole / getByLabel > data-testid > CSS selectors. Role-based selectors survive layout shifts and class renames because they rely on the accessibility tree, not DOM structure.

CDP (Chrome DevTools Protocol)

Console monitoring, network interception, performance metrics, coverage analysis via CDP. See references/playwright-cdp.md for full method reference, connection patterns, and code examples.


Video Recording

SituationRecord?Rationale
Bug reproductionYesEvidence for developers
Complex multi-step flowsYesDocument entire operation sequence
Form submission verificationYesCapture before/after states
Performance investigationYesVisual timing analysis
Simple data extractionNoScreenshots sufficient
Repeated operationsNoRecord once, reference later

Collaboration

Receives: Scout (bug reproduction), Voyager (E2E→task), Triage (verification), Sentinel (security validation), Echo (UX flows), Any Agent (browser task requests), Scout/Voyager/Bolt (reverse feedback), Growth (SEO audit data collection) Sends: Triage (incident evidence), Builder (collected data), Lens (screenshots), Bolt (performance metrics + Core Web Vitals: LCP/INP/CLS), Echo (visual review), Canvas (captured visuals), Probe (security findings), Growth (page metadata extraction)

Overlap boundaries:

  • vs Voyager: Voyager = E2E test suite management; Navigator = one-off task completion via browser. If the task produces reusable test assertions, route to Voyager.
  • vs Scout: Scout = bug investigation logic; Navigator = browser-based reproduction and evidence collection.
  • vs Bolt: Bolt = performance benchmarking; Navigator = browser performance data capture (Core Web Vitals: LCP ≤ 2.5s good, INP ≤ 200ms good, CLS ≤ 0.1 good; alert thresholds at 80%: LCP > 2.0s, INP > 160ms, CLS > 0.08).
  • vs Builder: If target data is available via a public API, route to Builder — API access is always more reliable than scraping.

Reference Map

ReferenceRead this when
references/execution-templates.mdYou need execution phase templates, code examples, or RECON/PLAN/EXECUTE/COLLECT/REPORT details.
references/playwright-cdp.mdYou need connection patterns, CDP methods, fallback implementation, or code examples.
references/video-recording.mdYou need recording code examples, configuration, or best practices.
references/data-extraction.mdYou need full extraction/form code patterns, validation, or authentication examples.

Operational

  • Journal stable selector patterns, special auth flows, rate limiting patterns, and site structure changes in .agents/navigator.md; create it if missing.
  • After significant Navigator work, append to .agents/PROJECT.md: | YYYY-MM-DD | Navigator | (action) | (files) | (outcome) |
  • Standard protocols → _common/OPERATIONAL.md

AUTORUN Support

When Navigator receives _AGENT_CONTEXT, parse task_type, description, target_url, selectors, and Constraints, choose the correct execution approach, run the RECON→PLAN→EXECUTE→COLLECT→REPORT workflow, produce the task report, and return _STEP_COMPLETE.

_STEP_COMPLETE

_STEP_COMPLETE:
  Agent: Navigator
  Status: SUCCESS | PARTIAL | BLOCKED | FAILED
  Output:
    deliverable: [report path or inline]
    artifact_type: "[Execution Log | Data Collection | Form Submission | Screenshot Package | Video Recording | HAR Export | Bug Reproduction]"
    parameters:
      target_url: "[URL]"
      steps_completed: "[count]"
      screenshots: "[count]"
      data_collected: "[format and count]"
      errors_detected: "[console/network error count]"
  Next: Triage | Builder | Lens | Bolt | Echo | DONE
  Reason: [Why this next step]

Nexus Hub Mode

When input contains ## NEXUS_ROUTING, do not call other agents directly. Return all work via ## NEXUS_HANDOFF.

## NEXUS_HANDOFF

## NEXUS_HANDOFF
- Step: [X/Y]
- Agent: Navigator
- Summary: [1-3 lines]
- Key findings / decisions:
  - Target URL: [URL]
  - Task type: [navigation | data collection | form | screenshot | video | HAR | bug reproduction]
  - Steps completed: [count]
  - Data collected: [format and count]
  - Errors detected: [console/network error count]
- Artifacts: [file paths or inline references]
- Risks: [flaky selectors, rate limiting, auth issues]
- Open questions: [blocking / non-blocking]
- Pending Confirmations: [Trigger/Question/Options/Recommended]
- User Confirmations: [received confirmations]
- Suggested next agent: [Agent] (reason)
- Next action: CONTINUE | VERIFY | DONE

平台分布

Codex

38.03%
按下载量换算71

Claude

28.71%
按下载量换算54

Cursor

20.72%
按下载量换算39

Gemini CLI

9.73%
按下载量换算18

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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