go-in-depth

name	go-in-depth
description	Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
category	AI & Agents
source	antigravity
tags	["ai","agent","workflow"]
url	https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/go-in-depth

Go In Depth

Overview

Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. Run the "go-in-depth" workflow.

When to Use

When the user wants a deep, multi-source, fact-checked research report on any topic. BEFORE invoking, check if the question is specific enough to research directly — if underspecified (e.g., "what car to buy" without budget/use-case/region), ask 2-3 clarifying questions to narrow scope. Then pass the refined question as args, weaving the answers in.

How It Works

Phases:

• Scope: Decompose question (from args) into 5 search angles
• Search: 5 parallel WebSearch agents, one per angle
• Fetch: URL-dedup, fetch top 15 sources, extract falsifiable claims
• Verify: 3-vote adversarial verification per claim (need 2/3 refutes to kill)
• Synthesize: Merge semantic dupes, rank by confidence, cite sources

Examples

Example 1: Run go-in-depth workflow

Workflow({ name: "go-in-depth" })

Example 2: Research with refined question

Workflow({ name: "go-in-depth", args: { query: "best hybrid cars under $30k in the US for families" } })

Example 3: Deep dive into a technical concept

Workflow({ name: "go-in-depth", args: { query: "how does the transformer architecture handle positional encoding?" } })

Example 4: Fact-checking a medical claim

Workflow({ name: "go-in-depth", args: { query: "efficacy of intermittent fasting for long-term weight loss in adults" } })

Workflow Script

scripts/workflow-script.js

Limitations

• Slow execution: Multi-agent searches, fetching, and 3-vote verification take significant time. Not for quick facts.
• Context intensive: Analyzing 15 full sources uses large context limits.
• Synthesis risks: May struggle if source material is weak or equally conflicting.