deep_research_synthesis

Research questions across web and academic sources and write cited reports.

33|1|Updated Mar 4, 2026
One-click install
npx skills add https://github.com/infinition/LaRuche --skill deep-research-synthesis-infinition
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep_research_synthesis
Source: https://github.com/infinition/LaRuche/tree/main/laruche/skills/deep_research_synthesis
Command: npx skills add https://github.com/infinition/LaRuche --skill deep-research-synthesis-infinition

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Answering complex questions thoroughly requires more than a quick search: sources must be gathered, read in full, cross-checked against independent references, and synthesized into a report with citations. This Skill provides a disciplined multi-pass research workflow that prevents shallow, single-source answers. ## Core Features & Use Cases - Structured multi-pass research: Declares a research mission, locks the question to one sentence, then runs broad and narrow search passes over web and academic sources like arXiv. - Adversarial cross-checking: Every load-bearing claim is verified against a second independent source or marked as unverified, with disagreements reported openly. - Cited report generation: Produces a markdown report with answer, key findings, disagreements, and a source table, saved to a file and summarized into memory. - Use Case: Ask for a deep dive on a technical topic such as world models in AI; the Skill searches arXiv and the web, reads the actual papers, cross-checks claims, and delivers a dated, cited report file. ## Quick Start Research the current state of world models in AI thoroughly and write me a cited report saved to a file.

Frequently Asked Questions about deep_research_synthesis

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

FAQPage Schema
How do I run a deep research task with cited sources?▼

Declare research mode before the first search, reduce the question to one sentence, then run parallel web searches broad and narrow. Read full sources with web_fetch, record findings as you go, cross-check claims, and write a cited markdown report to a file.

When should I use deep research instead of a quick web search?▼

Use deep research when the user asks for something thorough, deep, or exhaustive, or when a single lookup clearly will not suffice. For questions two or three searches would settle, a lightweight web-research pass is the right choice at a fraction of the cost.

How are research claims verified against multiple sources?▼

Each claim that carries weight must be confirmed by a second independent source or marked as unverified in the report. Two pages repeating the same press release count as one source, and genuine disagreements are reported as open questions.

What happens if a source is paywalled or returns 403?▼

A blocked source is an obstacle, not a conclusion. Retry with rendering enabled, then try the Wayback Machine, then find another source. Only report the angle as blocked after all of those options fail.

Why do research findings disappear mid-mission?▼

Long missions trigger context compaction, which drops unrecorded facts. Every decisive fact must be recorded with the finding tool the moment it is read, since the findings ledger survives compaction.