claude-code - 💡(How to fix) Fix [FEATURE] In-product feedback-to-remedy loop for Max plan users

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Error Message

Competitors (GitHub Copilot) have integrated error reporting that connects session context to support infrastructure in one click.

  • The current experience is: error happens → user loses tokens → user must leave the product to file a report → no tracking → no guarantee of resolution

Root Cause

  • Anthropic already has the telemetry data for every session
  • Anthropic already has the billing system for Max plans
  • The only missing piece is the glue between them
  • Trust is critical for paid plan retention — users need to know that when Claude burns their budget on its own errors, there is a real recourse path
  • The current experience is: error happens → user loses tokens → user must leave the product to file a report → no tracking → no guarantee of resolution
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Problem

When Claude makes errors that consume significant token budget (especially errors about its own product features), Max plan users have no efficient path to resolution. Current options:

  • /feedback — no ticket tracking, no response guarantee, no remedy mechanism
  • support.anthropic.com — context switch, re-explain everything, no session linking
  • GitHub Issues — community channel, not a billing support path

Competitors (GitHub Copilot) have integrated error reporting that connects session context to support infrastructure in one click.

Proposed Solution

A built-in feedback-to-remedy workflow:

  1. User flags a session issue via /feedback or a UI button
  2. System auto-attaches: session ID, token usage, transcript excerpt, timestamp, plan type
  3. Creates a trackable ticket (visible to user with status updates)
  4. For token-waste issues on paid plans: support can apply credit without the user leaving the tool
  5. User receives resolution notification in-product

Why This Matters

  • Anthropic already has the telemetry data for every session
  • Anthropic already has the billing system for Max plans
  • The only missing piece is the glue between them
  • Trust is critical for paid plan retention — users need to know that when Claude burns their budget on its own errors, there is a real recourse path
  • The current experience is: error happens → user loses tokens → user must leave the product to file a report → no tracking → no guarantee of resolution

Real-World Example

Session 71b8d81b-1505-46d8-afe3-d84b74baad64 (2026-05-29): ~2M tokens consumed due to Claude providing incorrect guidance about its own /agents feature. The user had no efficient way to flag this for remedy without leaving the product, re-explaining the situation on a web form, and hoping someone reads it.

See: https://github.com/anthropics/claude-code/issues/63554

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claude-code - 💡(How to fix) Fix [FEATURE] In-product feedback-to-remedy loop for Max plan users