Docs: delete stale USAGE.md and superseded pullback plan
USAGE.md documented a different product: USD/JPY (unsupported — the code is XAU/USD + EUR/USD), 16 main.py flags that don't exist (--backtest, --optimize, --auto-session-filter, …; main.py has five), and backtest.py/metrics.py, which aren't in the repo. Two claims were actively misleading: it called the session filter "default off" (it is True by default, 03:00-23:00 not 07-16) and gave regime-min-adx as 30 (real default 25). CLAUDE.md now covers the CLI, bot and backtester correctly, so this is a delete rather than a rewrite. PULLBACK_ENTRY_PLAN.txt was a pre-implementation draft whose spec no longer matches what shipped — it specifies a 0.5-2.5 ATR retrace window and a detector in engine.py, while XAU_PB ships 0.8-6.0 (the drafted window rejected 81% of valid pullbacks) with the detector in signal_aggregator.py so live and backtest share one code path. Its validated outcome (+38.3R / 254 trades / 12mo M5) and every shipped gate are recorded in CLAUDE.md and the config docstrings. Also drops the now-dangling references to both files from CLAUDE.md and the config.py XAU_PB comment. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Signal-intelligence platform for **XAU/USD (gold — live, validated)** and **EUR/USD (functional but OFF by default — no validated edge, see below)**. It fetches OHLCV from Twelve Data, scores 9 technical indicators per timeframe with regime-adaptive weights, checks multi-timeframe agreement and news/calendar risk, grades the signal (A+…F), and generates a full trade setup (entry, SL, TP1/TP2, trailing plan). Delivery: Telegram bot (auto-scanner + subscriber channel) and a CLI. A realism-focused backtester replays history through the *exact same* signal code.
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This file is the authoritative documentation. `DOCUMENTATION.md` and `USAGE.md` are stale (May 2026) — do not trust them. `PULLBACK_ENTRY_PLAN.txt` documents the XAU_PB pullback strategy design. `backtest/instructions_for_backtest.txt` lists what every backtest report must record.
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This file is the authoritative documentation. `DOCUMENTATION.md` is stale (May 2026) — do not trust it. `backtest/instructions_for_backtest.txt` lists what every backtest report must record.
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**Read this whole file before changing signal logic.** Every numeric threshold below was either backtested or is load-bearing for a backtested result. Rules for changes are at the bottom ("Rules for making changes").
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