# Doriandarko/make-it-heavy

A Python framework that emulates Grok Heavy functionality using intelligent multi-agent orchestration. Deploy 4 (or more) specialized AI agents in parallel to deliver comprehensive, multi-perspective analysis on any query.

Repository: https://github.com/Doriandarko/make-it-heavy
Canonical: https://ross.abutalabs.com/products/make-it-heavy
Language: Python
License: NOASSERTION
License Family: other
Last push: 2025-07-16T15:18:33+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 32, release rhythm 35, longevity 29
- inputs: {"age_days": 414, "days_push": 413, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1116, forks 180 (observed 2026-08-28T04:03:38.807825+00:00)

## What it is
A Python framework that emulates Grok Heavy-style deep analysis by orchestrating multiple specialized AI agents in parallel via OpenRouter's API. It generates tailored research questions, runs agents concurrently with hot-swappable tools, and synthesizes their perspectives into a unified answer.

## Use cases
- run multiple ai agents in parallel on one query
- emulate grok heavy deep analysis mode
- get multi-perspective research answers from llms
- build a multi-agent orchestration system in python
- give llm agents tools like web search and calculator
- synthesize several agent responses into one comprehensive answer

## When to choose
- you want deep, multi-perspective answers to complex research questions
- you need a lightweight, hackable multi-agent framework built on OpenRouter
- you want agents with hot-swappable tools like search, calculator, and file operations

## When to avoid
- you need a production-grade, scalable agent platform with monitoring and persistence
- you don't have an OpenRouter API key or want to avoid per-query multi-agent token costs
- you need a simple single-turn chatbot without orchestration

## Facets
- artifact type: framework
- maturity: active
- function: agent-framework, llm-inference, web-scraping, search-engine
- domain: artificial-intelligence, large-language-models, developer-tools
- platform: python, cli, cross-platform
- tags: multi-agent, orchestration, openrouter, grok-heavy, parallel-agents, tool-use, ai-agents

## Member repositories
- Doriandarko/make-it-heavy (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:38.807825+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:41:55.984945+00:00, confidence not recorded.
  - readme: https://github.com/Doriandarko/make-it-heavy (fetched 2026-08-28T04:03:38.807825+00:00, sha cb48aaa41050)
- Data as of 2026-08-30T08:39:29.467469+00:00.