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@viyrockan/fedlearn-orchestrator

v0.1.1

Published

Guaranteed per-turn orchestration wrapper for FedLearn MCP tool flow

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Maintainers

viyrockanviyrockan

Keywords

Readme

@viyrockan/fedlearn-orchestrator

Guaranteed per-turn orchestration wrapper for FedLearn MCP flow.

It enforces:

  1. pre_turn
  2. get_personalization_context
  3. model response generation
  4. learn_from_turn

Use this package when host clients may skip MCP tools in best-effort mode.

API

  • runTurn({ userId, conversationId, userInput, modelAdapter, mcp, turnId? })
  • Adapters:
    • createCursorAdapter(...)
    • createClaudeDesktopAdapter(...)
    • createAntiGravityAdapter(...)

Reliability guards

  • Retries MCP stage calls once by default (maxRetries=1).
  • Includes turnId idempotency field for retry-safe learn_from_turn.
  • Emits structured per-stage logs via onLog:
    • flowStage
    • success
    • latencyMs
    • retries

Guaranteed local chat (recommended when Cursor skips tools)

createGuaranteedLocalRunner(userId) runs learn + apply every turn using fedlearn-core LocalAdapter only (no MCP). Use the same --user-id and working directory (or FEDLEARN_LOCAL_STORE) as @viyrockan/fedlearn-ui so the terminal panel updates immediately.

After npm run build:

node bin/fedlearn-guaranteed-chat.mjs --user-id check-five

One line:

node bin/fedlearn-guaranteed-chat.mjs --user-id check-five --once hello world

Programmatic:

import { createGuaranteedLocalRunner } from "@viyrockan/fedlearn-orchestrator";

const runner = await createGuaranteedLocalRunner("check-five");
const out = await runner.runTurn({ userInput: "plan my day" });
// out.reply defaults to `[fedlearn-local-echo] plan my day` unless you pass `reply:`