A technical-analysis signal, whether it arrives from a charting tool, a newsletter or a Telegram bot, is a compressed summary of past candles. Reading it well means knowing which candles were used, what each number measures, and which line tells you the reading has failed. This guide gives a checklist that works for any TA signal, then walks through SuperQuant’s TA card line by line as a concrete example.
Five questions for any TA signal
- Which candles? Name the market, the timeframes and the time of the reading. A four-hour signal and a one-minute signal describe different things.
- Were the candles closed? A reading built on a candle that is still forming can change before the candle ends.
- Is the number a probability or a score? Most signal scores measure agreement between indicators. They are not the chance that price rises.
- What would confirm it, and what would prove it wrong? A usable signal states both as observable events.
- What evidence backs any statistics? A hit rate without a sample size, a horizon and the cases left out is not evidence.
If a signal cannot answer these, treat it as an opinion. A signal is a summary of evidence, not a promise, and a source that promises high or guaranteed returns is a warning sign rather than a feature.
Why closed candles matter
A finished candle is final, while the candle that is still forming keeps changing until it closes. Any indicator calculated on the open candle, such as RSI or ATR, can therefore change before the candle completes. SuperQuant’s research methodology applies the same rule to its backtests: “Signals are computed from the last closed bar, and entries fill at the next bar’s open.” SuperQuant’s technical reads methodology states that a technical read “uses closed candles only.”
SuperQuant’s TA card, field by field
The card below uses invented values for SOL on the four-hour and daily timeframes in the swing style. You get it by sending /ta SOL to the SuperQuant bot; the Telegram bot page explains how to connect it.
| Field | Example | What it means | What it does not mean |
|---|---|---|---|
| Header | SOL · 4h + 1d · swing | Which closed candles were read | — |
| Bias | neutral-bullish | A label for the overall score | A recommendation |
| Confidence and score | Confidence: medium · Score: 0.31 | How strongly and how consistently the timeframes lean | A 31% chance of anything |
| As of | timestamp and network | When the evidence was captured | Live after that moment |
| Summary and drivers | short narrative and strongest inputs | Which families pushed the score | An instruction |
| Key levels | Support 144.00 (3 touches), Resistance 153.00 (2 touches) | Zones clustered from confirmed swing points | Walls that cannot break |
| Trigger | 4h close above 153.00 | The close that would confirm the reading | Confirmation before it happens |
| Invalidation | 4h close below 144.00 | The close that would show the reading is wrong | — |
| Scenarios | bull case and bear case | The argument for each side | — |
| Indicators | 4h: RSI 57.2 · ATR 2.00% | Momentum and volatility per timeframe | — |
Bias, score and confidence
The score blends four indicator families for each timeframe: trend, momentum, location and structure. The methodology states the labels: “A combined score of 0.5 or more is labelled bullish, 0.15 or more neutral-bullish, -0.15 or less neutral-bearish and -0.5 or less bearish; anything in between is neutral.” The indicators guide explains the weights.
The methodology also defines confidence: “Confidence is high when at least two timeframes are read, every timeframe leans clearly (a score at least 0.15 from zero), they all agree and the combined score is at least 0.35 from zero.” A score of 0.31 cannot be high confidence, because it is below 0.35; with medium confidence it means moderate agreement, not a forecast. Every read states: “Scores describe confluence, not probabilities.”
Levels, trigger and invalidation
Levels are clustered from swing points that were already confirmed, with a touch count for each. The methodology states that the read “sets a trigger and an invalidation as candle-close conditions on the shortest requested timeframe”, which is the distinction the support and resistance guide explains. In this example the shortest requested timeframe is four hours.
Measure the distances before you think about anything else. With price at 150.00, the trigger is (153 − 150) ÷ 150 = 0.02, or 2% above. The invalidation is (150 − 144) ÷ 150 = 0.04, or 4% below. Compare both with ATR: at 2% per four-hour candle, the invalidation sits 4 ÷ 2 = 2 candles of average range away. That distance matters because a position size can only be planned once you know where the reading is wrong and how much of the account you are willing to lose if it is.
Indicators and market context
Each timeframe lists RSI, which StockCharts’ ChartSchool describes as oscillating between zero and 100, and ATR as a percentage of price; ChartSchool calls ATR “an indicator that measures volatility.” The methodology lists the optional additions: “Optional context in a read covers hourly funding and the open-interest change over about one day, the top 20 visible order-book levels on each side, keyword-scored archived headlines from the past 24 hours (not social sentiment), positions of tracked Hyperliquid leaders with their reported liquidation prices, and the MACD histogram.” The open interest and funding guide covers how to read the positioning lines.
Similar reads
The methodology states that a read adds a “Similar reads” line “only when at least 30 earlier reads of the same setup, symbol, anchor timeframe and network from the last 90 days have a usable outcome.” The line “reports how often the trigger or the invalidation came first within 72 hours, with the sample size.” With fewer than 30, the line is left out rather than shown on thin evidence, and even when shown it describes earlier readings, not this one.
The buttons
Timeframe and style buttons re-read the same market in place. The methodology describes the rest: “A Chart button opens the read’s candles with its levels drawn in the Telegram Mini App.” The 🔔 Price watches button “saves one-time price alerts at the trigger and invalidation prices”, and its confirmation reads: “A price crossing is an early warning; candle-close confirmation is still required.” ↻ Refresh “takes a new read with the same settings”, and ★ Save default “stores the symbol, style, timeframes and context options that a plain /ta then uses.” The methodology adds: “No button places an order.”
Three cases and a sensible next step
| The card shows | A reasonable next step |
|---|---|
| A lean with medium or high confidence and a trigger that has not closed | Set price watches and wait for the close |
| A trigger that has closed and an invalidation still intact | Refresh, then plan size from the invalidation distance |
| Low confidence | Make no plan from this reading; check other evidence later |
A TA signal is a structured description of past candles with a stated failure point. It describes confluence, not probability, and it never replaces your own decision. Educational material only; all card values above are invented.