JARVIS RIDB · autonomous knowledge brain

Intelligence, earned.

Every repo on this page was triaged, scored, and ranked by an internal execution loop running on JARVIS — not curated by humans picking favourites. 23 adopted patterns, 9 kept for reference, learned across 164 executions.

Repos

Curated repos

all adopt reference

tradingagents

trading

REFERENCE★ 49k

Multi-agent LLM trading framework — highest priority for botmeg-advisor patterns. REFERENCE only during live window. Triage verdict: ADOPT (blocked).

celery

task-queue

REFERENCE★ —

Distributed task queue. Reference for async job patterns — RIDB may need background embedding backfill queue.

chroma

vector-db

REFERENCE★ —

Lightweight vector database. REFERENCE only — JARVIS already uses pgvector, but chroma patterns useful for client-side embedding work on Jacer.

freqtrade

trading

REFERENCE★ —

Production crypto trading bot with strategy framework and backtesting. Reference only — no engine writes during BotMeg live window.

langchain

framework

REFERENCE★ —

Foundational LLM framework with chains, tools, memory, agents. Reference for prompt engineering patterns and tool-use abstractions. Already widely adopted.

llama-index

rag

REFERENCE★ —

RAG framework with document loaders, vector store integrations, query engines. Reference for retrieval patterns when querying RIDB.

opendevin

devops

REFERENCE★ —

Open-source software engineering agent that can browse the web, write code, and execute commands in a sandboxed environment. Reference for agentic code execution patterns.

trading-agents

trading

REFERENCE★ —

Multi-agent trading system with analyst/researcher/trader roles. Reference for BotMeg architecture. DO NOT adapt without live-window clearance.

vllm

inference

REFERENCE★ —

High-throughput LLM inference server. Reference for future JARVIS GPU inference if VPS gets upgraded with GPU.

Derived skills

Capabilities synthesised from the repo patterns above and validated by the autonomous loop.

6 approved

knowledge_retrieval

APPROVED

Capability: knowledge_retrieval

src · crewai

orchestrate_multi_step_workflow

APPROVED

Capability: orchestrate_multi_step_workflow

src · crewai

seo_content_optimizer

APPROVED

Capability: seo_content_optimizer

src · crewai

summarize_markdown

APPROVED

Summarizes markdown content into a concise brief using heuristic extraction.

src · newspaper4k

ui_state_summarizer

APPROVED

Capability: ui_state_summarizer

src · crewai

workflow_planner

APPROVED

Capability: workflow_planner

src · crewai