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Business judgment on AI products

deep-research-skill

deep-research-skill is a plug-and-play skill file that enables AI agents to conduct deep research with judgment, rather than simply summarizing information. Users integrate it into AI agents, which receive research tasks, perform multi-step search, analysis, and reasoning, and finally output a research report with insights. Specific processes and delivery formats require verification.

Not a business yet Early Open-source projectAI + ProductivityResearch & ConsultingResearcherAnalystsCross-market opportunityOpen-source traction 201
Team / maker
SeanEllyJames
First tracked here
2026-08-18
Last updated here
2026-09-06
Product site
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01

Why this would be needed

Start inside the user's day · Public facts + observable behavior · 2026-09-06

Use case

Researchers and analysts need to quickly conduct deep research and obtain judgment-based conclusions, rather than simple information listing.

Rely on manual search and reading, or use general AI tools but require extensive manual organization and verification.

Traditional research is time-consuming, and AI summary reports lack depth and judgment, making them difficult to use directly for decisions.

xOcto's call

Demand is evidenced

Trend: AI research is moving from information aggregation to judgment-based analysis, and skill file patterns reduce customization costs. Entry: Start with consulting or investment analysis scenarios, offering deep research skill packs for specific industries, charging per report or subscription.

Reason to use it

Why users would choose it

Open-source project with 201 stars, showing some interest, but no adoption or payment evidence.

Where the easy answer breaks down

The tension worth following

An English validation note will follow from the public evidence.

If this is your job

Worth trying. Open-source project with 201 stars, showing some interest, but no adoption or payment evidence.

Entry and what to borrow

Trend: AI research is moving from information aggregation to judgment-based analysis, and skill file patterns reduce customization costs. Entry: Start with consulting or investment analysis scenarios, offering deep research skill packs for specific industries, charging per report or subscription.

What this judgment rests on
Public fact

deep-research-skill is a plug-and-play skill file that enables AI agents to conduct deep research with judgment, rather than simply summarizing information. Users integrate it into AI agents, which receive research tasks, perform multi-step search, analysis, and reasoning, and finally output a research report with insights. Specific processes and delivery formats require verification.

Workflow reasoning

Open-source project with 201 stars, showing some interest, but no adoption or payment evidence.

The unknown that could change the call

An English validation note will follow from the public evidence.

03 · Model Insufficient evidence

The assessment is recorded; an English explanation is pending.

04 · Truth Insufficient evidence

The assessment is recorded; an English explanation is pending.

02

Chinese and English ecosystems

Market comparison · Cross-market opportunity

English ecosystem · English-language market

Local supply: Emerging
Demand evidence: Not yet verified

Public coverage has been recorded for this market. · 2026-09-06

Chinese ecosystem · CN

Local supply: Not found in covered sources
Demand evidence: Not yet verified

Public coverage has been recorded for this market. · 2026-09-06

There is no full analysis yet. Start with the direction above.

Public information is limited; this view will update as more evidence appears. It was recently added and does not yet have verifiable usage data.

Full analyses of similar products: qm, genoffice

04

Verifiable public evidence

Evidence trail

05

Go from the product name to primary material

Use these searches when the official site is missing or the current link is only a lead.