JSPM

@just-every/task

Task adds meta-cognition, adaptive model rotation and cost tracking to your @just-every/ensemble agents in a single call.

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🚀 Quick install

npm install @just-every/task

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🔑 One-minute setup

Set your LLM keys (any you have will do):

export OPENAI_API_KEY="…" export ANTHROPIC_API_KEY="…" export GOOGLE_API_KEY="…"

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⚡ Hello Task

import { runTask } from "@just-every/task"; import { Agent } from "@just-every/ensemble";

const agent = new Agent({ modelClass: "reasoning" });

const stream = runTask(agent, "Review this function: function add(a, b) { return a + b; }" );

Task picks the best model, runs until the task is done, and logs every decision.

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🎯 Why Task? • Auto model rotation – performance-based, cost-aware. • Meta-cognition – agents reflect & self-correct. • Tool wiring – any Ensemble tool, zero boilerplate. • Cost tracker – live totals across providers. • Tiny API – one function, sensible defaults.

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🧠 Model classes

Class Typical use-cases reasoning Logic, multi-step problems code Code review & generation standard Writing, Q&A, summaries

Set modelClass and let Mind handle the rest.

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📚 Docs & examples • Examples – ./examples/* • API Reference – /docs/api.md

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📄 License

MIT – hack away.