Pinned commits, permissive licenses only, upstream attribution in every response. No license = not vendored (we checked).
MIT
ai-hedge-fund-crypto
The exact generate_trading_decision() portfolio-manager prompt, unpatched — synthesizes
supplied analyst signals into a position proposal. Single call.
Apache-2.0
CryptoTradingAgents
Bull researcher → bear researcher → research-manager debate chain, on real evidence you supply.
Three sequential LLM calls, priced accordingly at $0.003. Everything else is $0.001.
MIT
Vibe-Trading
The crypto_trading_desk.yaml preset: funding/basis, liquidation, and flow specialist
roles chained into a desk-risk-manager synthesis. Multi-agent, priced at $0.003.
MIT
LLM_trader
Fresh-analysis, prompt-version, and decision-gating rules from the upstream prompt builder —
trend, momentum, funding, confluence, risk/reward in one structured call.
Apache-2.0
HELM Agents
Four analyst prompts (market, sentiment, news, fundamentals) chained into a portfolio-manager
consensus rating. Five sequential LLM calls, priced at $0.003.
ORIGINAL · CORE
Core judgment + market intelligence
Not vendored — kcbrain originals: single-call technical / on-chain / sentiment / full-perspective
analysis, bull-bear debate mapping, trade / risk / portfolio / review judgments, plus multi-pair
opportunity and flow ranking, anomaly detection, liquidation-cascade risk, and a single-pair
evidence-bounded signal. Uses only the evidence you supply.
TRUST BOUNDARY
The brain can't touch money
No exchange credentials, no order sizes, no execution — ever. Visible errors instead of silent
fallbacks. Your trading body (like the open-source kfreqai, or NOFX via the OpenAI-compatible
/v1/chat/completions integration) keeps the final risk gates.
