BrowserBruter
BrowserBruter is a powerful web form fuzzing automation tool designed for web security professionals and penetration testers. This Python-based tool leverages Selenium and Selenium-Wire to automate web form fuzzing, making it easier to identify potential vulnerabilities in web applications.
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
Agent fit
Claude Code + Browser agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add netsquare/BrowserBruter
Maintenance
stable
9mo since push
Risk
Needs review
Quality score needs review
GitHub quality
332
64/100 quality · 78/100 trust
Coverage tags
Review notes
Quality score needs review · Stars/forks activity: 332 stars, 49 forks; issue activity unavailable in current metadata
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
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Strong shortlistGood trust signals with a few areas worth checking before rollout.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v3
Human review before install
Test in a sandbox workflow and compare its install path with close alternatives.
Stars
332 GitHub stars
Repo activity
332 stars, 49 forks
Maintenance
9mo since push
License
MS-PL
Install
npx skills add netsquare/BrowserBruter
Install safety
standard package or runtime install path
Permission surface
filesystem or document access, network or browser access
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Quality score needs review
- Stars/forks activity: 332 stars, 49 forks; issue activity unavailable in current metadata
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- 9mo since push
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.
Suited tasks
- Browser automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Navigate pages
- Click and type safely
Suited agents
Trust and risk
- Trust score
- 78/100
- Risk level
- Needs review
- Auto install
- review
Do not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No OpenAgentSkill engagement data yet
- Quality score needs review
- Stars/forks activity: 332 stars, 49 forks; issue activity unavailable in current metadata
Agent safety v2
55/100 · Review before install
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
medium
Browser automation
Skill may drive a browser or interact with web pages.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- Quality score needs review
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.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add netsquare/BrowserBruterAgent 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.
Resolve JSON
/api/agent/resolve?task=Use%20BrowserBruter%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20BrowserBruter%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/netsquare-browserbruter/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 BrowserBruter in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20BrowserBruter%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/netsquare-browserbruter/install
Install command: npx skills add netsquare/BrowserBruter
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.
Install handoff
/api/skills/netsquare-browserbruter/install
LLM text format
/api/skills/netsquare-browserbruter/install?format=text
Find alternatives
/api/skills/search?q=BrowserBruter&limit=3
Agent prompt
Use BrowserBruter for this task. Review https://www.openagentskill.com/api/skills/netsquare-browserbruter/install, then install with: npx skills add netsquare/BrowserBruterRegistry 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.
Manifest
/api/registry/manifest/netsquare-browserbruter
LLM text
/api/registry/manifest/netsquare-browserbruter?format=text
Install alias
/api/registry/install/netsquare-browserbruter
Recommend
/api/registry/recommend?task=Use%20BrowserBruter%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
Use-case tags
Platforms
JavaScript, Browser Automation, Claude Code, Browser agents
Audit report
Needs review · 75/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Needs validation for Browser automation
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
Browser automation
Trust label
Needs manual review
Install path
Command ready
Use when
- Browser automation workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- install command or GitHub repo available
- 64/100 quality profile
Review first
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one Browser automation task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Strong shortlist
Good trust signals with a few areas worth checking before rollout.
GitHub adoption
INFO332 GitHub stars
Stars/forks activity
CHECK332 stars, 49 forks; issue activity unavailable in current metadata
Recent maintenance
INFO9mo since push
License clarity
PASSMS-PL
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Install command has no obvious high-risk pattern
Review before install
- Quality score needs review
- Stars/forks activity: 332 stars, 49 forks; issue activity unavailable in current metadata
Recommended action
Test in a sandbox workflow and compare its install path with close alternatives.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Verify behavior
Testing and QA
I need my agent to test a web app, reproduce bugs, and verify fixes.
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
Operate and verify web apps
Browser QA agent
A stack for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
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.
Crawl4AI
Open-source LLM-friendly web crawler and scraper
Scrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
Scrapling
Adaptive web scraping for agent data collection
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。
Overview
BrowserBruter is a powerful web form fuzzing automation tool designed for web security professionals and penetration testers. This Python-based tool leverages Selenium and Selenium-Wire to automate web form fuzzing, making it easier to identify potential vulnerabilities in web applications.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- MS-PL
- Last Updated
- 6/16/2026
- Published
- 6/16/2026
Frameworks & Tools
Decision snapshot
Needs validation
install command or GitHub repo available
Audit Snapshot
Install and adoption review
- Security
- 85/100
- Maintenance
- 62/100
- Install
- 92/100
Growth loop
Share this skill
Scenario-led draft for BrowserBruter, with the OpenAgentSkill Update theme and canonical URL.
OpenAgentSkill Update Today: BrowserBruter Use it when you need an agent to browse, extract, or monitor web pages without building a scraper from sc... 332 stars - web-automation Link: https://www.openagentskill.com/skills/netsquare-browserbruter?ref=x #AIAgents #OpenAgentSkill
Optional reply with install command
Link for BrowserBruter: https://www.openagentskill.com/skills/netsquare-browserbruter?ref=x Install: npx skills add netsquare/BrowserBruter
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- netsquare
- Source
- netsquare/BrowserBruter
- 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 skillOwner claim
Claim this skill listing
This community indexed listing is attributed to netsquare 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.
README badge
Add this badge to your GitHub README to show the listing, trust score, and install handoff.
[](https://www.openagentskill.com/skills/netsquare-browserbruter)Author
netsquare
@netsquare
Tags
Platform Fit
Health Signals
- GitHub stars
- 332
- Quality score
- 40/100
- Last GitHub push
- Sep 11, 2025
- Framework hints
- 2
- OpenAgentSkill views
- 0
- 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
Strong shortlist
- GitHub adoption332 GitHub starsINFO
- Stars/forks activity332 stars, 49 forks; issue activity unavailable in current metadataCHECK
- Recent maintenance9mo since pushINFO
- License clarityMS-PLPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime risknetwork or browser surfacePASS
Related Skills
Crawl4AI
Open-source LLM-friendly web crawler and scraper
66.2K stars · 31.0K installsScrapy
Scrapy, a fast high-level web crawling & scraping framework for Python.
62.2K stars · 0 installsScrapling
Adaptive web scraping for agent data collection
54.2K stars · 0 installsEasySpider
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。
44.0K stars · 0 installs