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AI Web Search Agent Skill for Research Briefs, Source Discovery, and Idea Validation

Use an AI web search agent skill to turn a rough prompt into clearer source-backed research briefs, comparison notes, and next-step plans before deeper production starts.

Try this in Seele AI

Start with one concrete AI web search agent skill request, then launch the same direction into Seele Workspace for visual exploration.

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Quick Start Searches

Quick Start Searches

Three realistic ways teams start an AI web search agent skill workflow.

Core Features

Core Features

What this AI web search agent skill page is designed to accelerate.

Comparison

Comparison

Use this page for early decisions, then move deeper when the route is chosen.

ApproachBest forStill needs review
Single-pass AI web search agent skill draftFast first-pass visual brief generationstyle consistency, composition fit, and final production polish
Multi-route comparisonPicking the strongest direction for research and source-finding workflowScope tradeoffs, downstream dependencies, and team alignment
Workspace continuationExpanding the chosen route without restartingFinal production execution and release-quality signoff

Who This Tool Page Is For

Who This Tool Page Is For

Teams that need a faster way to move from rough intent to a usable visual brief.

AI Web Search Agent Skill helps teams move faster from rough intent to a concrete visual brief. It is strongest when the job is to compare directions, clarify scope, and continue the best route in Workspace rather than pretending one pass finishes everything.

Why teams use it

Most teams do not need a perfect first answer. They need a faster way to shape research and source-finding workflow, decide what belongs in the next iteration, and keep the capability boundary honest around style consistency, composition fit, and final production polish.

Workflow

How the workflow becomes actionable

Move from research intent to source rules, extraction steps, and evidence-backed synthesis. Source context: skills.sh · skills / web-search.

01

Define evidence needs

Capture the question, acceptable sources, freshness needs, and citation standard. For AI web search agent skill, keep the source intent visible so the brief does not become a generic agent template.

Artifact: Research brief
02

Plan extraction

Use Seele to list search queries, scraping boundaries, fields to capture, and exclusion rules. For AI web search agent skill, keep the source intent visible so the brief does not become a generic agent template.

Artifact: Source plan
03

Synthesize with traceability

Separate facts, assumptions, quotes, and open questions so the final answer is auditable. For AI web search agent skill, keep the source intent visible so the brief does not become a generic agent template.

Artifact: Evidence map
04

Package the report

Hand off a structure for summary, findings, caveats, and next research steps. For AI web search agent skill, keep the source intent visible so the brief does not become a generic agent template.

Artifact: Report outline

Outputs

Planning assets this page should produce

The output is deliberately reviewable: each artifact can be checked before a teammate or external tool executes it.

✓

Source map

Search terms, target sources, inclusion rules, and freshness expectations. Tailor it to AI web search agent skill instead of reusing a generic skill-page checklist.

Research plan
AI web search agent skill distinct visual 10
✓

Extraction schema

Fields, examples, and quality checks for scraping or manual collection. Tailor it to AI web search agent skill instead of reusing a generic skill-page checklist.

Data structure
AI web search agent skill distinct visual 11
✓

Evidence checklist

Citation, contradiction, and confidence checks before a conclusion is accepted. Tailor it to AI web search agent skill instead of reusing a generic skill-page checklist.

Fact QA
AI web search agent skill distinct visual 12
✓

Report skeleton

A ready-to-fill structure for findings, caveats, and recommendations. Tailor it to AI web search agent skill instead of reusing a generic skill-page checklist.

Synthesis

Boundaries

Best fit and review boundaries

Use this page to start faster, then verify the parts that affect users, production, or external systems.

Best for

  • Source map for AI web search agent skill
  • Extraction schema for AI web search agent skill
  • Evidence checklist for AI web search agent skill
  • Report skeleton for AI web search agent skill

Still needs review

  • Source quality and recency
  • Citation accuracy and licensing
  • Scraping rules and robots constraints
  • Human judgment on ambiguous evidence

FAQ

No. This page maps the intent behind AI web search agent skill into Seele Workspace planning artifacts. It does not claim Seele embeds the external skill or service itself.