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claude-code - 💡(How to fix) Fix Feature Request: Native MCP integration for Workflow Amnesia prevention (OpenTTT Protocol) [1 pull requests]

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Error Message

500+ concurrent agents, 0% error rate.

Fix Action

Fixed

Code Example

claude mcp add ttt -- npx -y @helm-protocol/ttt-mcp
RAW_BUFFERClick to expand / collapse

Problem

Long-horizon Claude Code workflows hit a fundamental wall: context compression destroys causal chains.

  • Agent B has no memory of what Agent A decided
  • Agents resume after compression with no record of prior steps
  • Duplicate work, lost decisions, state corruption

This is an infrastructure problem, not a prompt problem. No amount of prompt engineering fixes it.

Proposed Solution

We built OpenTTT — a cryptographic event DAG that lives outside Claude's context window.

Every workflow step is anchored to a cryptographic timestamp on an external server. When compression happens, agents call pot_query(eventId) for O(1) exact step recall.

Mathematical guarantees:

  • SHA-3 eventId: collision probability 2⁻²⁵⁶
  • O(1) exact lookup — no context consumed by history reconstruction
  • prevEventId DAG: tamper-proof causal chain
  • Auto-Rollup: handles 10B+ token scale
  • 100% recovery after forced context wipe (1,000-event E2E verified)

Production Benchmarks (Rust + QUIC)

Endpointp50p99 (500 VU)Throughput
pot_generate3.62ms31ms1,535 req/s
pot_query0.77ms—3,300+ req/s

500+ concurrent agents, 0% error rate.

How to Test Right Now

claude mcp add ttt -- npx -y @helm-protocol/ttt-mcp

Works in 5 minutes. Free tier: 100 calls/day, no signup.

Feature Request

We'd like to discuss native Claude Code integration — either as a built-in MCP server or as a recommended first-party plugin for long-horizon agent workflows.

Happy to share full stress test logs, the IETF draft (draft-helmprotocol-tttps-00), and the math behind the hash chain.

Contact: [email protected]
Repo: https://github.com/Helm-Protocol/openttt-mcp
npm: @helm-protocol/ttt-mcp

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claude-code - 💡(How to fix) Fix Feature Request: Native MCP integration for Workflow Amnesia prevention (OpenTTT Protocol) [1 pull requests]