Models and engines

Technical names stay visible for auditability. These cards explain what each module actually does. Confidence means checks passed; it is not a probability of profit.

Core Scorecard

CORE-SCORECARD/v2.1.0

Name
Directional checklist
Input
OHLCV, EMA, RSI, ATR, volume and price structure.
Purpose
Count aligned conditions consistently.
Output
LONG, SHORT or WAIT plus passed and failed checks.

Limit: the score is not calibrated odds and can lag sudden regime changes.

SARVAM-369

SARVAM-369/v1.0.0

Name
Final Decision Engine
Input
Validated outputs from the scorecard and specialist engines.
Purpose
Combine evidence and veto weak or conflicting direction.
Output
Final educational LONG, SHORT or WAIT label with reasons.

Limit: thresholds are reasoned, not proven out-of-sample; it may only demote a direction to WAIT.

CWIF-369

Included in TESBOT-STACK/v3.5.0

Name
Setup Quality Filter
Input
Trend, volatility, candle structure and proposed paper levels.
Purpose
Reject noisy, late or internally inconsistent setups.
Output
Pass, veto-to-WAIT and named reasons.

Limit: filtering can miss moves and does not guarantee higher win rates.

TRAMSE-369

TRAMSE-369/v2.0.0

Name
Regime and Volatility Context
Input
Historical candle returns and ranges.
Purpose
Describe trend, transition and volatility conditions.
Output
Regime label, filtered trend and volatility estimate.

Limit: fixed parameters were not fitted as a production forecasting model and can lag shocks.

MARP-RX

MARP-RX-369/v1.3.0

Name
Risk, Liquidity and Cost Layer
Input
Returns, tail observations, public order book and declared costs.
Purpose
Test whether a paper edge survives risk and cost checks.
Output
Tail-risk estimate, liquidity grade and take/reduce/skip context.

Limit: public order books are not an executable consolidated venue and historical tails can understate crashes.

RAUCL-MI

RAUCL-MI-369/v1.2.0

Name
Uncertainty Layer
Input
Residuals, checklist alignment and regime context.
Purpose
Make uncertainty and data reliability explicit.
Output
Adjusted research score, uncertainty band and drift warning.

Limit: the adjusted score is a heuristic, not a fitted probability calibration.

ADV-369

ADV-369/v1.1.0

Name
Advanced Research Approximation
Input
Price, volatility and market-structure features.
Purpose
Provide educational options, rough-volatility and microstructure context.
Output
Research descriptors and WAIT-aware action label.

Limit: simplified approximations only; not a trained reinforcement-learning policy or executable pricing system.

CAPTA-369

CAPTA-369

Name
Historical Pattern Analysis
Input
Timestamped historical exchange candles.
Purpose
Compare current structure with past formations without look-ahead.
Output
Pattern dates, comparisons and observed historical outcomes.

Limit: historical resemblance does not imply recurrence or future profit.

KNIE-369

KNIE-369

Name
News Impact Context
Input
Available public and official news feeds.
Purpose
Attach source-labelled event context to research.
Output
Timestamped items, regions and impact descriptors.

Limit: feed coverage and latency vary; missing news is never treated as proof that no event exists.

NCIR-369

NCIR-369/v1

Name
New Coin Intelligence Radar
Input
Available listing, contract and market evidence.
Purpose
Organize early-asset research and flag missing evidence.
Output
Research status, evidence list and NO SIGNAL where safety checks fail.

Limit: early assets have extreme data, liquidity and fraud risk; the radar never promises a listing or price move.

Version rule

Numerical changes require a new version. Historical signals retain the version that created them and are never recomputed under new rules. See the public changelog and model manifest JSON.