Conversation Friction Analysis

What problem does it solve?

This Skill surfaces the wasted effort and repeated clarifications that slow down goal-focused conversations, keeping teams stuck in ambiguous loops instead of advancing outcomes.

Core Features & Use Cases

• Timeline Reconstruction: Build a compact ordered timeline that captures initial goals, pivots, retries, and final outcomes with contextual annotations.
• Friction Register: Identify slowdown events, document evidence and recurrence risk, classify severity, and surface how progress was blocked or reversed.
• Fix Mapping: Attribute each friction to skill, tooling, docs, policy, or intent layers, then propose targeted fixes with impact, recurrence, cost scores, and owner-artifact guidance.
• Use Case: Review a stalled chat where the agent repeatedly guessed CLI flags to turn that deferred manual process into a hardened command-flow contract.

Quick Start

Ask the Conversation Friction Analysis skill to trace your latest conversation and highlight blockers for remediation.