Star200+

Net Deep Research

REVIEW · 72
Community indexed

Deep research skill for AI agents: live web research, source reputation checks, safer URL fetches, and structured evidence feedback.

Verified installs0
Stars97
Version1.0.0
Quality78/100 · Strong
Trust72/100 · Sandbox only
Audit85/100 · Safe to try

Supply asset profile

Research and knowledge work

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

Browse track

Scenario

Research agents

I need my agent to research a topic, compare sources, and produce a concise report.

Agent fit

Claude Code + CLI + Codex

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

Install

Ready

npx skills add h4444433333/net-deep-research

Maintenance

fresh

3d since push

Risk

Safe to try

Quality score needs review

GitHub quality

97

78/100 Quality · 80/100 Trust

Coverage tags

ResearchResearch agentsweb-scrapingsecurityutility

Review notes

Quality score needs review · GitHub adoption: 97 GitHub stars

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
78

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

Safe to try
85

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

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

PythonCodexClaude CodeCursorOpenAgentSkill CLI

Stars

97 GitHub stars

Repo activity

97 stars, 2 forks

Maintenance

3d since push

License

MIT-0

Install

npx skills add h4444433333/net-deep-research

Install safety

standard package or runtime install path

Permission surface

filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Quality score needs review
  • GitHub adoption: 97 GitHub stars
  • Stars/forks activity: 97 stars, 2 forks; issue activity unavailable in current metadata

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

  • Browser automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Navigate pages

Suited agents

PythonCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add h4444433333/net-deep-research
Policy
review
Human review
yes

Trust and risk

Trust
72/100
Audit
85/100
Risk level
Safe to try

Outcome loop

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

Install command

npx skills add h4444433333/net-deep-research
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Quality score needs review
  • GitHub adoption: 97 GitHub stars

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Last30days Skill

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npx skills add Imbad0202/academic-research-skills

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npx skills add assafelovic/gpt-researcher

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npx skills add Alibaba-NLP/DeepResearch

Agent safety v2

69/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

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

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

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install h4444433333-net-deep-research

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

Open JSON

/api/agent/resolve?task=Use%20Net%20Deep%20Research%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Net%20Deep%20Research%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/h4444433333-net-deep-research/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 Net Deep Research in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Net%20Deep%20Research%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/h4444433333-net-deep-research/install
Install command: npx skills add h4444433333/net-deep-research
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/h4444433333-net-deep-research/install

LLM text format

/api/skills/h4444433333-net-deep-research/install?format=text

Find alternatives

/api/skills/search?q=Net%20Deep%20Research&limit=3

Agent prompt

Use Net Deep Research for this task. Review https://www.openagentskill.com/api/skills/h4444433333-net-deep-research/install, then install with: npx skills add h4444433333/net-deep-research

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/h4444433333-net-deep-research

LLM text

/api/registry/manifest/h4444433333-net-deep-research?format=text

Install alias

/api/registry/install/h4444433333-net-deep-research

Recommend

/api/registry/recommend?task=Use%20Net%20Deep%20Research%20in%20an%20agent%20workflow&limit=3

Agent fit

80/100

Browser automation

Use-case tags

Browser automationResearch agentsRAG and knowledge

Platforms

Python, Claude Code

Audit report

Safe to try · 85/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Companion skill for Browser automation

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

80
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Browser automation

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Browser automation workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 78/100 quality profile
  • 12 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Browser automation 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
OpenAgentSkill Trust Score

GitHub adoption

CHECK

97 GitHub stars

Stars/forks activity

CHECK

97 stars, 2 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3d since push

License clarity

PASS

MIT-0

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • GitHub adoption: 97 GitHub stars
  • Stars/forks activity: 97 stars, 2 forks; issue activity unavailable in current metadata
  • 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.

78
GitHub stars
97
Freshness
3d ago
Install ready
Yes
License
MIT-0

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.

Investigate faster

Research agents

I need my agent to research a topic, compare sources, and produce a concise report.

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Workflow fit

Add it to a complete workflow

Operate and verify web apps

Browser QA agent

A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Find, compare, and synthesize

Research report agent

A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.

Ingest, retrieve, and cite

RAG knowledge base

A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

Compare before you install

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Last30days Skill

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Overview

# Net Deep Research

[![Skill Bundle](https://img.shields.io/badge/skill-backend--integrated-blue)](./SKILL.md) [![Source-Aware Research](https://img.shields.io/badge/research-source--aware-0a7ea4)](./SKILL.md) [![URL Safety Checks](<https://img.shields.io/badge/safety-url%20checks-22863a>)](./SKILL.md) [![Evidence Feedback](https://img.shields.io/badge/evidence-structured-orange)](./SKILL.md) [![ClawHub](<https://img.shields.io/badge/ClawHub-Net%20Deep%20Research-7c3aed>)](https://clawhub.ai/h4444433333/skills/net-deep-research) [![Versions](https://img.shields.io/badge/ClawHub-Versions-111827)](https://clawhub.ai/h4444433333/skills/net-deep-research#versions)

## A Trustworthy Research Skill For AI Agents That Need More Reliable Answers, Not Just More Search.

`Net Deep Research` is a public skill bundle for AI agents that need to verify information on the live web, detect weak or misleading sources, and produce more reliable answers from evidence. It is not built to "search deeper" for its own sake. It is built to reduce the chance of being led astray by a single page, fake data, or unverified claims.

If you are looking for a **reliability-first research skill**, a **source-verification agent**, a **citation-aware RAG validation workflow**, a **research bundle for LLMs that prioritizes trustworthy output**, or a **web research tool that filters dangerous and suspicious URLs before fetching**, this repository is the public package for that job.

Best fit:

- official policy lookup - framework and tool comparison - latest-information verification - citation-sensitive research - questions where weak sources can ruin the answer - web research scenarios that should filter dangerous or suspicious URLs first

Install from:

- [ClawHub - Net Deep Research](https://clawhub.ai/h4444433333/skills/net-deep-research) - [ClawHub - Versions](https://clawhub.ai/h4444433333/skills/net-deep-research#versions)

### Why People Try It

- not just more search, but better filtering of

Platform compatibility

pythonFULL

Technical details

Version
1.0.0
License
MIT-0
Last updated
Aug 19, 2026
Published
Aug 19, 2026

Frameworks & tools

Python

Decision snapshot

Companion skill

80
Ready
Shortlist
Stage

recent repository activity

Audit

Install review

Install and adoption review

85
Safe to try
Security
89/100
Maintenance
100/100
Install
92/100
Open full auditView 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 report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Net Deep Research, ready for a manual X post.

Curator note
Net Deep Research: A trustworthy research skill bundle for AI agents that verifies live web sources, checks repu...

97 stars

https://www.openagentskill.com/skills/h4444433333-net-deep-research?ref=x
Open X draft
Optional reply with install command
Listing + install path for Net Deep Research:
https://www.openagentskill.com/skills/h4444433333-net-deep-research?ref=x

Install: npx skills add h4444433333/net-deep-research
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.

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 h4444433333 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/h4444433333-net-deep-research?metric=listed&label=Listed)](https://www.openagentskill.com/skills/h4444433333-net-deep-research)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/h4444433333-net-deep-research?metric=trust&label=Trust)](https://www.openagentskill.com/skills/h4444433333-net-deep-research)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/h4444433333-net-deep-research?metric=audit&label=Audit)](https://www.openagentskill.com/skills/h4444433333-net-deep-research/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/h4444433333-net-deep-research?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/h4444433333-net-deep-research)
Preview badge Open audit Creator kit

Author

H

h4444433333

@h4444433333

Tags

researchweb-scrapingsecurityutility

Platform fit

Claude Code

Health signals

GitHub stars
97
Quality score
49/100
Last GitHub push
Aug 19, 2026
Framework hints
1
OpenAgentSkill views
12
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 adoption97 GitHub starsCHECK
  • Stars/forks activity97 stars, 2 forks; issue activity unavailable in current metadataCHECK
  • Recent maintenance3d since pushPASS
  • License clarityMIT-0PASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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InstallView on GitHub