C↗ Counterstep RelayConnecting to MCP…

REPAIR → TRANSFER → RESUME

Keep the work.
Not just the answer.

An assistant that remembers where help was used, checks every algebra step, and hands the session back without inventing progress.

01 / Your repair session

Start with a worked solution, including its mistakes.

Supported commands are explicit. No chat response is being invented.

02 / Shared workboard

NOT STARTED
The final answer is correct. Does every step deserve a pass?

03 / Evidence, not a mastery badge

Helped answers and revised answers remain visible. Imported outcomes are recomputed.

0independent first attempts
0assisted completions
0submitted attempts

04 / Leave. Come back. Keep the context.

A portable session stores original work and actions, not trusted scores. Fingerprints detect changed bytes; they do not certify who did the work.

MCP activity and implementation

· Protocol 2025-11-25 · Official SDK 1.29.0

Four real tools orchestrate repair, help, generated practice and a portable handoff. Application state is carried by the client, not an in-memory MCP connection. The service has no accounts or database. Use synthetic equations in this public demo.

Complete source · Agent skill · Demo and project notes