docs: add UI testing feature

CHANGELOG.md

@@ -16,7 +16,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - `buildPathMonteCarloSimulation` in `@kiploks/engine-core`: path-based i.i.d. bootstrap over equity period returns; CAGR and max drawdown distributions, labels, `interpretation`, `meta` (`PATH_MONTE_CARLO_METHOD_VERSION`, currently **1.1.0**).
 - `calculateCagrFromYears` in `financialMath.ts`.
 - Contract types in `@kiploks/engine-contracts`: `PathMonteCarloResult`, `PathMonteCarloOptions`, `PathMonteCarloEquityPoint`, `DistributionStats` (incl. optional `varCornishFisher95`), extended `PathMonteCarloMeta`.
-- `packages/core/src/prng.ts` — shared `createMulberry32` (path MC, professional window bootstrap, WFE).
+- `packages/core/src/prng.ts` - shared `createMulberry32` (path MC, professional window bootstrap, WFE).
 - `AnalyzeConfig.monteCarloBootstrapN` for precomputed `analyzeFromWindows` (professional `monteCarloValidation` iterations; default 1000, clamp 100-50000).
 - Docs: `MONTE_CARLO_PATH.md`, `MONTE_CARLO_SIMULATION_IMPLEMENTATION.md`, `examples/monte-carlo-example.md`, golden `examples/monte-carlo-seed42.json`, `npm run engine:examples:generate-monte-carlo-fixture`. Demo tab in `examples/result-layout-demo.html`.
 

README.md

@@ -1,4 +1,24 @@
-# Kiploks Engine (Open Core)
+# Kiploks Trading Robustness Engine (Open Core)
+
+## ✨ New: easier Freqtrade bot testing in UI
+
+You can now run Freqtrade bot tests directly from the web interface with much less setup friction.
+
+https://github.com/user-attachments/assets/b376f964-ab70-44ef-b8f6-bc3fd19f4e21
+
+```bash
+npm install
+npm run ui
+# or without global install:
+npx -y @kiploks/engine-cli ui --watch
+```
+
+
+- Pick a specific backtest artifact from the list, or run in `Auto (top_n)` mode.
+- Start integration runs from a cleaner Step 4 workspace with collapsible sections.
+- Get report links in run logs after successful local runs, so you can open results right away.
+- Report title handling is automatic and predictable when switching between artifact and [top_n](https://github.com/kiploks/engine/blob/main/docs/BOT_INTEGRATIONS.md) modes.
+
 
 [![npm](https://img.shields.io/npm/v/@kiploks/engine-core)](https://www.npmjs.com/package/@kiploks/engine-core)
 [![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)

docs/ENTRYPOINTS.md

@@ -148,7 +148,7 @@ Optional **`equityCurve`** on the input can help unlock benchmark-related paths
 
 ## Troubleshooting: `available: false` and warnings
 
-A block with **`available: false`** is **not a crash** — it means the engine **refuses to fake** that block because required inputs are missing. Read **`reason`** on the block (`KiploksUnavailableReason` in [`packages/contracts/src/errors.ts`](../packages/contracts/src/errors.ts)).
+A block with **`available: false`** is **not a crash** - it means the engine **refuses to fake** that block because required inputs are missing. Read **`reason`** on the block (`KiploksUnavailableReason` in [`packages/contracts/src/errors.ts`](../packages/contracts/src/errors.ts)).
 
 For **behavioral cautions** (low trade count, low window count, weak p-value, etc.), see **`warnings[]`** on the result and the full **[`ERROR_CATALOG.md`](ERROR_CATALOG.md)**.
 
@@ -167,8 +167,8 @@ When contracts change, **this file can go stale**. Prefer:
 
 ## See also
 
-- **[`OPEN_CORE_INTEGRATION_PRINCIPLES.md`](OPEN_CORE_INTEGRATION_PRINCIPLES.md)** — design principles and `runEverything()`.  
-- **[`examples-map-payload-to-unified.md`](examples-map-payload-to-unified.md)** — `mapPayloadToUnified` and CSV-first flow.  
-- **[`examples/README.md`](examples/README.md)** — step-by-step examples.  
-- **[`ERROR_CATALOG.md`](ERROR_CATALOG.md)** — warning and error codes.  
-- **[`MONTE_CARLO_SIMULATION_IMPLEMENTATION.md`](MONTE_CARLO_SIMULATION_IMPLEMENTATION.md)** — path MC vs window bootstrap index.
+- **[`OPEN_CORE_INTEGRATION_PRINCIPLES.md`](OPEN_CORE_INTEGRATION_PRINCIPLES.md)** - design principles and `runEverything()`.  
+- **[`examples-map-payload-to-unified.md`](examples-map-payload-to-unified.md)** - `mapPayloadToUnified` and CSV-first flow.  
+- **[`examples/README.md`](examples/README.md)** - step-by-step examples.  
+- **[`ERROR_CATALOG.md`](ERROR_CATALOG.md)** - warning and error codes.  
+- **[`MONTE_CARLO_SIMULATION_IMPLEMENTATION.md`](MONTE_CARLO_SIMULATION_IMPLEMENTATION.md)** - path MC vs window bootstrap index.