Open-source equity research where every composite signal traces back to a verifiable SEC filing or deterministic supply-chain cascade. Replayable point-in-time. Tamper-evidenced via a public git-anchored Verified Research Ledger. Research and education only.
SEC EDGAR filings (Form 4, 8-K, 10-Q, 10-K, 6-K) are extracted with a local Llama 3.1 70B model. A deterministic SourceLock Guard validates every extraction against the source text before any signal sees it.
Nine components combine into a confidence-weighted composite. C6 event impact carries the highest weight (0.18) — by design, the evidence layer leads.
Any signal can be recomputed as of a past date. Point-in-time filtering (available_as_of <= as_of) is leak-audited; reproducible via the yuclaw replay CLI or REST API.
Each day's published signals have their content hashes committed to a public git repo (yuclaw-trust). Anyone can call yuclaw verify to confirm a signal hasn't been edited since publication.
| Ticker | Signal label | Score |
|---|---|---|
| COP | STRONG_BULLISH | +0.612 |
| XOM | STRONG_BULLISH | +0.612 |
| XLE | STRONG_BULLISH | +0.601 |
| PEP | BULLISH | +0.512 |
| AXP | BULLISH | +0.509 |
| WFC | BULLISH | +0.495 |
| C | BULLISH | +0.489 |
| SLB | BULLISH | +0.478 |
| MS | BULLISH | +0.468 |
| INTC | BULLISH | +0.449 |
| DELL | BULLISH | +0.443 |
| PSX | BULLISH | +0.435 |
| MA | BULLISH | +0.425 |
| AMAT | BULLISH | +0.425 |
| HPE | BULLISH | +0.421 |
| IBB | BULLISH | +0.419 |
| KRE | BULLISH | +0.419 |
| SMH | BULLISH | +0.419 |
| XBI | BULLISH | +0.419 |
| XLF | BULLISH | +0.401 |
| MRVL | BULLISH | +0.401 |
| LUNR | NEUTRAL | +0.398 |
| COST | NEUTRAL | +0.396 |
| PG | NEUTRAL | +0.396 |
| XLP | NEUTRAL | +0.396 |
| WMT | NEUTRAL | +0.396 |
| ABBV | NEUTRAL | +0.395 |
| GOOGL | NEUTRAL | +0.374 |
| BAC | NEUTRAL | +0.370 |
| KO | NEUTRAL | +0.366 |
| DIA | NEUTRAL | +0.350 |
| EEM | NEUTRAL | +0.350 |
| FXI | NEUTRAL | +0.350 |
| GLD | NEUTRAL | +0.350 |
| IEF | NEUTRAL | +0.350 |
| IWM | NEUTRAL | +0.350 |
| MDY | NEUTRAL | +0.350 |
| QQQ | NEUTRAL | +0.350 |
| SLV | NEUTRAL | +0.350 |
| SPY | NEUTRAL | +0.350 |
| TAIL | NEUTRAL | +0.350 |
| TLT | NEUTRAL | +0.350 |
| UUP | NEUTRAL | +0.350 |
| VIXY | NEUTRAL | +0.350 |
| VXX | NEUTRAL | +0.350 |
| PYPL | NEUTRAL | +0.332 |
| NVDA | NEUTRAL | +0.316 |
| XLC | NEUTRAL | +0.315 |
| JNJ | NEUTRAL | +0.304 |
| TMO | NEUTRAL | +0.304 |
| ABT | NEUTRAL | +0.286 |
| BMY | NEUTRAL | +0.286 |
| MRK | NEUTRAL | +0.286 |
| PFE | NEUTRAL | +0.286 |
| UNH | NEUTRAL | +0.286 |
| XLV | NEUTRAL | +0.286 |
| CVX | NEUTRAL | +0.286 |
| LRCX | NEUTRAL | +0.262 |
| DHR | NEUTRAL | +0.253 |
| ARM | NEUTRAL | +0.236 |
| MU | NEUTRAL | +0.227 |
| RKLB | NEUTRAL | +0.223 |
| V | NEUTRAL | +0.220 |
| AMD | NEUTRAL | +0.203 |
| XLRE | WATCH | +0.196 |
| LLY | WATCH | +0.195 |
| CRCL | WATCH | +0.188 |
| XLI | WATCH | +0.158 |
| JPM | WATCH | +0.156 |
| XLK | WATCH | +0.155 |
| XLY | WATCH | +0.155 |
| MSFT | WATCH | +0.149 |
| AMZN | WATCH | +0.138 |
| GS | WATCH | +0.112 |
| XLU | WATCH | +0.085 |
| AAPL | WEAKENING | -0.065 |
| XLB | WATCH | +0.055 |
| META | WATCH | +0.031 |
| TSLA | WATCH | +0.021 |
Labels are research classifications, not buy/sell recommendations:
STRONG_BULLISH · BULLISH · NEUTRAL · WATCH · WEAKENING · NEGATIVE_EVENT · BEARISH_WATCH · RISK_ALERT
There is no SELL or SHORT label.
The SDK's _validate_label() is invoked on every signal-bearing return.
pip install yuclaw yuclaw demo # 3-minute guided "Why AMD?" journey yuclaw why NVDA # signal + evidence trail yuclaw verify NVDA --as-of 2026-05-20 # check the public ledger
SDK + REST API + MCP server documented at github.com/YuClawLab/yuclaw-brain. REST API terms at /API_TERMS.md.