research

Route research questions to specialist skills or fallback workflows with transparent decisions.

1|Updated Apr 9, 2026

Search Tags:#research #routing #audit #citations #transparency #fallback #specialist

Ready to run

npx skills add https://github.com/hbvg234/jnmt.vn --skill research-hbvg234

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research
Source: https://github.com/hbvg234/jnmt.vn/tree/main/.claude/skills/research
Command: npx skills add https://github.com/hbvg234/jnmt.vn --skill research-hbvg234

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deterministic routing of research questions to the appropriate specialist skills or a reliable fallback workflow, paired with transparent routing decisions to build trust and explain the path to insight.

Core Features & Use Cases

Deterministic classification and delegation to specialists (pulse, grants, litreview, syllabus, patent, dossier) when signals match.
Robust fallback workflow: plan-decompose-search-synthesize-cite to generate a markdown briefing or a docx with full citations.
Routing transparency: surface routing decision and provide an override option to maintain user control.
Output format flexibility: default markdown briefing or on-demand .docx documents with citations.
End-to-end auditability: three-count tracking, per-source citations, and auditable logs.

Quick Start

Ask a clear research question and specify your preferred output to trigger the routing and generation process.

Frequently Asked Questions about research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How does research question routing work for generating cited documents?▼

A hybrid router classifies research questions through a fast intake scheme, delegating matched signals to specialist skills like pulse, grants, litreview, syllabus, patent, or dossier, or routing to a deterministic fallback workflow to generate cited outputs with auditable logs.

How do I get a fully cited research briefing with transparent routing decisions?▼

Ask a clear research question and specify your preferred output format. The router will classify the query, delegate to a specialist or fallback workflow, and generate a markdown briefing or docx document with per-source citations and auditable logs.

Can I override the routing decision when delegating to a research specialist?▼

Yes, you can override the routing decision. The system provides a transparent override mechanism that allows you to maintain user control and manually redirect the research question if the initial classification does not fit your intended path.

What is the fallback workflow when research question classification does not match a specialist?▼

The fallback workflow is a deterministic plan-decompose-search-synthesize-cite process. It generates a markdown briefing or a docx document with full citations when a research question does not trigger delegation to a specialist like litreview or patent.

Does the research router support docx documents with citations?▼

Yes, the research router supports output format flexibility, allowing you to generate on-demand .docx documents with full citations. The default output is a markdown briefing, but you can specify docx format when asking your research question.

How do I audit the research routing process for reproducibility?▼

You can audit the research routing process using the end-to-end auditability feature, which includes three-count tracking, per-source citations, and auditable logs. The system also surfaces routing decisions to ensure full transparency and reproducibility.