📦 deps(thirdparty): update snapshots
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---
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name: go-in-depth
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description: Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.
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risk: safe
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source: self
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source_type: self
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date_added: "2026-07-07"
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---
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# Go In Depth
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## Overview
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Go in depth harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report. Run the "go-in-depth" workflow.
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## When to Use
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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.
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## How It Works
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Phases:
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- Scope: Decompose question (from args) into 5 search angles
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- Search: 5 parallel WebSearch agents, one per angle
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- Fetch: URL-dedup, fetch top 15 sources, extract falsifiable claims
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- Verify: 3-vote adversarial verification per claim (need 2/3 refutes to kill)
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- Synthesize: Merge semantic dupes, rank by confidence, cite sources
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## Examples
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### Example 1: Run go-in-depth workflow
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```
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Workflow({ name: "go-in-depth" })
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```
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### Example 2: Research with refined question
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```
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Workflow({ name: "go-in-depth", args: { query: "best hybrid cars under $30k in the US for families" } })
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```
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### Example 3: Deep dive into a technical concept
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```
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Workflow({ name: "go-in-depth", args: { query: "how does the transformer architecture handle positional encoding?" } })
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```
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### Example 4: Fact-checking a medical claim
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```
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Workflow({ name: "go-in-depth", args: { query: "efficacy of intermittent fasting for long-term weight loss in adults" } })
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```
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## Workflow Script
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[scripts/workflow-script.js](scripts/workflow-script.js)
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## Limitations
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- **Slow execution**: Multi-agent searches, fetching, and 3-vote verification take significant time. Not for quick facts.
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- **Context intensive**: Analyzing 15 full sources uses large context limits.
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- **Synthesis risks**: May struggle if source material is weak or equally conflicting.
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