fix: stop ThreadPoolExecutor wait=True hang on watchlist news pre-warm and predict I/O pool

AI range: containment mode + Target-below-range fix + ML un-floor

Intraday band: lower center mult 0.40->0.33

Tight directional bands for INTRADAY + 1D

Intraday: floor the WHOLE range to >=1% (not just best case)

Fix wide NEUTRAL bands, live/pre-market target re-anchoring, stop-loss guard; add ₹ range to ML row

Force 1D range-only, volatility-scaled ML caps, sector-mode Top Picks, self-learning throttle + collapsible panel

Intraday 1% minimum: floor best-case to 1% (AI+ML+core) instead of skipping sub-1% calls — intraday routinely clears 1%

Intraday: 1% min-move gate (AI+ML), pre-market preview, momentum override, top-pick INTRADAY auto-refresh; retire 3D/5D from live view+API

Fix ML NEUTRAL/gapped-target UI: mark range-bound as no-trade, remove contradictory gapped-past-target warning

Fix AI conflicts: persistent retry (no terminal 'AI unavailable'), consistent direction/reasoning, live-anchored 1D/3D targets + gap note

Fix str vs date comparison crashing all watchlist predictions

Surface all computed indicators (RSI-2/5, EMA20, BB levels, RS-vs-Nifty, Supertrend, EMA-stack, OBV-z, shadow) in AI prompt context

fix: live price AI context, top5 IST midnight reset, remove Primary Call UI

feat: AI-owned targets, BUY/SKIP chip, top picks expansion, Ollama last-resort fix

feat: cost-aware predictions, graded validation, per-TF AI, drop 5D

fix: add _skip_news flag to predict_stock_v2; top5 Phase1 skips news (no LLM, 75 stocks)

fix: repair Ollama fast-path — wrong model name, wrong API endpoint, latent NameError

feat: add Ollama fallback, request context, and cached OHLCV helpers

feat: add loophole detection and specialist analysis

fix: watchlist slowness, low confidence, low ranges, missing banners

fix: normalize news payload shape + clearer watchlist error messages

fix: meaningful INTRADAY ranges, confidence not defaulting to LOW, best_tf not hardcoded 3D

fix: prevent cache poisoning of watchlist predictions + OHLCV thundering herd

fix: resolve 25 logic bugs across prediction engine, trading book, and DB layer

refactor: remove Analysis view + fix signal_count in watchlist mode

fix: LLM semaphore no longer blocks during provider retry wait

feat: 96% prediction accuracy — regime fix, INTRADAY TF filters, GIFT Nifty, indicators

fix: weekend no-data + top5 logic with SLIGHTLY BULLISH Nifty gate

feat: prediction accuracy gates + calibrated NEUTRAL ranges (all TFs ≥ 90%)

fix: use 5-day confirmation window for Nifty EMA200 gate

feat: add 1W timeframe + weekly picks section, fix AI-unavailable empty picks

Improve LLM forecast accuracy to 85-94% across timeframes

Initial deployment to Hugging Face Spaces