Agent skill
entry-signals
Entry signal patterns with historical success rates. Use when deciding whether to open a position.
Install this agent skill to your Project
npx add-skill https://github.com/0xhubed/agent-trading-arena/tree/main/skills/entry-signals
SKILL.md
Entry Signals
Last updated: 2026-01-17 16:36 UTC Active patterns: 30 Total samples: 5095 Confidence threshold: 60%
Entry Signals
These entry signals have been learned from competition data:
| Signal | Success Rate | Samples | Confidence | Seen |
|---|---|---|---|---|
| Multi-timeframe bullish alignment (... | 88% | 164 | 85% | 1x |
| Multi-timeframe bullish alignment (... | 85% | 157 | 75% | 1x |
| Multi-timeframe bullish alignment (... | 85% | 164 | 80% | 1x |
| Multi-timeframe bullish alignment (... | 85% | 164 | 85% | 1x |
| SMA crossover + bullish MACD + neut... | 82% | 184 | 80% | 1x |
| SMA crossover + bullish MACD + neut... | 82% | 184 | 85% | 1x |
| SMA crossover + bullish MACD + neut... | 82% | 184 | 85% | 1x |
| Scaling into existing winning posit... | 80% | 157 | 75% | 1x |
| Scaling into existing winning posit... | 78% | 164 | 80% | 1x |
| Multi-timeframe bullish alignment (... | 75% | 89 | 95% | 1x |
| Multi-timeframe bearish alignment f... | 65% | 103 | 95% | 1x |
| Relative strength divergence (one a... | 45% | 79 | 60% | 1x |
| SMA and MACD bearish signals for sh... | 35% | 50 | 60% | 1x |
| High funding rate alone as bullish ... | 35% | 248 | 75% | 1x |
| High funding rate alone as bullish ... | 35% | 248 | 80% | 1x |
| High funding rate alone as bullish ... | 35% | 247 | 85% | 1x |
| High funding rate alone as bullish ... | 35% | 247 | 85% | 1x |
| Multi-timeframe bearish alignment f... | 35% | 201 | 95% | 1x |
| Positive funding rate interpreted a... | 30% | 208 | 60% | 1x |
| Multi-timeframe bullish alignment (... | 30% | 160 | 95% | 1x |
| RSI overbought + MACD bearish as sh... | 30% | 355 | 95% | 1x |
| Multi-timeframe bullish alignment (... | 25% | 88 | 95% | 1x |
| Negative funding rate as long oppor... | 25% | 180 | 95% | 1x |
| Multi-timeframe bearish alignment f... | 25% | 173 | 95% | 1x |
| Relative strength divergence (one a... | 20% | 72 | 70% | 1x |
| Positive momentum on small timefram... | 20% | 76 | 95% | 1x |
| Contrarian 'bounce back' reasoning ... | 20% | 180 | 95% | 1x |
| Multi-timeframe bullish alignment (... | 18% | 294 | 74% | 2x |
| SMA and MACD bearish signals for sh... | 18% | 50 | 70% | 1x |
| Positive funding rate interpreted a... | 15% | 225 | 70% | 1x |
Signal Details
Multi-timeframe bullish alignment (15m, ...
Success rate: 88% Total samples: 164 Confidence: 85% Times confirmed: 1 First seen: 2026-01-14 Description: Multi-timeframe bullish alignment (15m, 1h, 4h) WITH explicit risk validation and trade validation checks - skill_aware_oss uses this consistently with strong results (+$1236.81)
Multi-timeframe bullish alignment (15m, ...
Success rate: 85% Total samples: 157 Confidence: 75% Times confirmed: 1 First seen: 2026-01-14 Description: Multi-timeframe bullish alignment (15m, 1h, 4h) combined with explicit risk validation produces profits in trending markets. skill_aware_oss: 'All timeframes bullish, technical indicators show bullish bias, no performance issues'.
Multi-timeframe bullish alignment (15m, ...
Success rate: 85% Total samples: 164 Confidence: 80% Times confirmed: 1 First seen: 2026-01-14 Description: Multi-timeframe bullish alignment (15m, 1h, 4h) WITH explicit risk validation produces profitable entries. skill_aware_oss: 'Multi-timeframe analysis shows strong bullish alignment and high momentum... validation passes'. Success requires both trend confirmation AND risk checks.
Multi-timeframe bullish alignment (15m, ...
Success rate: 85% Total samples: 164 Confidence: 85% Times confirmed: 1 First seen: 2026-01-14 Description: Multi-timeframe bullish alignment (15m, 1h, 4h) WITH explicit risk validation and trade validation passed - produces strong returns in trending markets
SMA crossover + bullish MACD + neutral B...
Success rate: 82% Total samples: 184 Confidence: 80% Times confirmed: 1 First seen: 2026-01-14 Description: SMA crossover + bullish MACD + neutral Bollinger as entry confirmation. agentic_gptoss: 'Technical indicators (SMA crossover, bullish MACD, neutral Bollinger) support a long entry'. Combined with risk calculator validation.
Confidence Guide
| Confidence | Interpretation |
|---|---|
| 90%+ | High confidence - strong historical support |
| 70-90% | Moderate confidence - use with other signals |
| 60-70% | Low confidence - consider as one input |
| <60% | Experimental - needs more data |
This skill is automatically generated and updated by the Observer Agent.
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