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Skills/web-automation/Spider Flow

Spider Flow

REVIEW · 72
Community indexed

新一代爬虫平台，以图形化方式定义爬虫流程，不写代码即可完成爬虫。

Downloads0
Stars11.3K
Version1.0.0
Quality77/100 · Strong
Trust72/100 · Sandbox only
Audit74/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add ssssssss-team/spider-flow

Maintenance

stale

3y since push

Risk

Needs review

Repository appears stale

GitHub quality

11K

77/100 quality · 80/100 trust

Coverage tags

CodingCoding agentsweb-automationcrawlerdata-extraction

Review notes

Repository appears stale · Repository looks stale

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong
77

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
72

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
74

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

JavaCrawlerCodexClaude CodeCursor

Stars

11K GitHub stars

Repo activity

11K stars, 2.2K forks

Maintenance

3y since push

License

MIT

Install

npx skills add ssssssss-team/spider-flow

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Thin public metadata

Risk summary

Review before production

  • Repository looks stale
  • Documentation summary is thin
  • Recent maintenance: 3y since push
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Web scraping workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Crawl target URLs

Suited agents

JavaCrawlerCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add ssssssss-team/spider-flow
Policy
review
Human review
yes

Trust and risk

Trust
72/100
Audit
74/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add ssssssss-team/spider-flow
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that require actively maintained dependencies
  • production agents without a repository review
  • Repository looks stale
  • Repository appears stale
  • Documentation summary is thin

Alternative

Crawl4AI

73.1K stars

npx skills add unclecode/crawl4ai

Alternative

Scrapling

70.0K stars

npx skills add D4Vinci/Scrapling

Alternative

Scrapy

62.5K stars

npx skills add scrapy/scrapy

Alternative

EasySpider

44.1K stars

npx skills add NaiboWang/EasySpider

Agent safety v2

62/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • Repository appears stale

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add ssssssss-team/spider-flow

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20Spider%20Flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Spider%20Flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/ssssssss-team-spider-flow/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Spider Flow in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Spider%20Flow%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ssssssss-team-spider-flow/install
Install command: npx skills add ssssssss-team/spider-flow
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/ssssssss-team-spider-flow/install

LLM text format

/api/skills/ssssssss-team-spider-flow/install?format=text

Find alternatives

/api/skills/search?q=Spider%20Flow&limit=3

Agent prompt

Use Spider Flow for this task. Review https://www.openagentskill.com/api/skills/ssssssss-team-spider-flow/install, then install with: npx skills add ssssssss-team/spider-flow

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/ssssssss-team-spider-flow

LLM text

/api/registry/manifest/ssssssss-team-spider-flow?format=text

Install alias

/api/registry/install/ssssssss-team-spider-flow

Recommend

/api/registry/recommend?task=Use%20Spider%20Flow%20in%20an%20agent%20workflow&limit=3

Agent fit

81/100

Web scraping

Use-case tags

Web scrapingSports analyticsCoding agents

Platforms

Java, Crawler, Claude Code

Audit report

Needs review · 74/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit reportView eval report

Agent decision cockpit

Companion skill for Web scraping

Shortlist this skill and compare it with close alternatives before production adoption.

81
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Web scraping

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Web scraping workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 11,346 GitHub stars
  • install command or GitHub repo available
  • 77/100 quality profile
  • 6 OpenAgentSkill engagement events

Review first

  • Repository looks stale

Implementation path

  1. 1Install it in a sandbox agent and run one Web scraping task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

72
Trust score

GitHub adoption

PASS

11K GitHub stars

Stars/forks activity

PASS

11K stars, 2.2K forks; issue activity unavailable in current metadata

Recent maintenance

FIX

3y since push

License clarity

PASS

MIT

Good signals

  • Manually verified listing
  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Large GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Repository looks stale
  • Documentation summary is thin
  • Recent maintenance: 3y since push
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

77
GitHub stars
11K
Freshness
3y ago
Install ready
Yes
License
MIT
Check before install: Repository looks stale

Workflow fit

Use this skill in these scenarios

Collect structured data

Web scraping

I need my agent to scrape websites and extract structured data from pages.

Analyze matches

Sports analytics

I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Stack fit

Add it to a complete workflow

Scrape, clean, and reuse web data

Web data pipeline

A practical stack for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

Crawl4AI

Open-source LLM-friendly web crawler and scraper

Adopt
Ready100
Quality100
Stars73.1K

Scrapling

Adaptive web scraping for agent data collection

Adopt
Ready100
Quality100
Stars70.0K

Scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

Adopt
Ready100
Quality100
Stars62.5K

EasySpider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/网页爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

Adopt
Ready100
Quality100
Stars44.1K

Overview

新一代爬虫平台，以图形化方式定义爬虫流程，不写代码即可完成爬虫。

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

javaFULL
crawlerFULL

Technical Details

Version
1.0.0
License
MIT
Last Updated
7/19/2026
Published
5/23/2026

Frameworks & Tools

JavaCrawler

Decision snapshot

Companion skill

81
Ready
Shortlist
Stage

11,346 GitHub stars

Audit snapshot

Install review

Install and adoption review

74
Needs review
Security
89/100
Maintenance
20/100
Install
92/100
Open full auditOpen eval report

Agent-proven evidence

Agent Proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Spider Flow, ready for a manual X post.

Curator note
Most web agents fail in the boring part: messy pages, missing context, repeatable extraction.

Spider Flow gives agents a cleaner path to browse, extract, and monitor web pages.

11.3K stars

https://www.openagentskill.com/skills/ssssssss-team-spider-flow?ref=x
#AIAgents
Open X draft
Optional reply with install command
Listing + install path for Spider Flow:
https://www.openagentskill.com/skills/ssssssss-team-spider-flow?ref=x

Install: npx skills add ssssssss-team/spider-flow
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
ssssssss-team
Source
ssssssss-team/spider-flow
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to ssssssss-team but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/ssssssss-team-spider-flow?metric=listed&label=Listed)](https://www.openagentskill.com/skills/ssssssss-team-spider-flow)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/ssssssss-team-spider-flow?metric=trust&label=Trust)](https://www.openagentskill.com/skills/ssssssss-team-spider-flow)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/ssssssss-team-spider-flow?metric=audit&label=Audit)](https://www.openagentskill.com/skills/ssssssss-team-spider-flow/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/ssssssss-team-spider-flow?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/ssssssss-team-spider-flow)
Preview badge Open audit Creator Kit

Author

S

ssssssss-team✓

@ssssssss-team

Tags

crawlerdata-extractionjsoupspiderspider-flowweb-crawlerweb-spiderwebcrawlerwebspiderxpath

Platform Fit

Claude Code

Health Signals

GitHub stars
11.3K
Quality score
57/100
Last GitHub push
Jun 14, 2023
Framework hints
2
OpenAgentSkill views
2
Install copies
0
Outbound clicks
0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Sandbox only

72
  • GitHub adoption11K GitHub starsPASS
  • Stars/forks activity11K stars, 2.2K forks; issue activity unavailable in current metadataPASS
  • Recent maintenance3y since pushFIX
  • License clarityMITPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextCHECK
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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