---
name: joonghyun-lee-frieren-deep-dive
description: "Run a trace-to-interview discovery pass to remove ambiguity before planning and execution."
license: "NOASSERTION"
metadata:
  decimalai-skill-id: "80af1fad-0cc4-48eb-a806-30824f78bfae"
  decimalai-version-id: "04a4aa8d-a4d2-453f-8136-4d3692748034"
  decimalai-version: "2"
  decimalai-body-sha256: "28fecd740f4e88a096ed1ccb8f680dea68328a14940cf9fb70ea0b30350dbca3"
  decimalai-name: "joonghyun-lee-frieren/deep-dive"
  decimalai-format: "1"
  decimalai-invocation: "model"
  decimalai-category: "productivity"
  decimalai-source: "https://app.decimal.ai/s/joonghyun-lee-frieren-deep-dive@2/SKILL.md"
---
Read [the workflow](references/workflow.md) when this skill applies.
For code work, follow [the guard contract](../../docs/guide/guarded-workflow.md) first.
Design and implementation require separate user turns. Only the owning main conversation writes code.
Missing evidence is unknown; honest failure is a valid outcome.