mirror of
https://github.com/NicolasBohn/NexQuant.git
synced 2026-07-30 00:47:43 +00:00
TPTBusiness
cbe1c52e00
Rename all source files, scripts, tests, documentation, and configuration from Predix/predix to NexQuant/nexquant across the entire codebase.
88 lines
4.5 KiB
Markdown
88 lines
4.5 KiB
Markdown
# NexQuant Prompts Index
|
|
|
|
Centralized location for all LLM prompts used in the NexQuant trading system.
|
|
|
|
## Structure
|
|
|
|
```
|
|
prompts/
|
|
├── standard_prompts.yaml # Main EURUSD trading prompts (Factor Discovery, Evolution, Model Coder)
|
|
├── local/ # Your improved prompts (NOT in Git!)
|
|
├── patches/ # Override patches for Qlib scenarios
|
|
│ ├── qlib_experiment_prompts.yaml
|
|
│ ├── qlib_rd_loop_prompts.yaml
|
|
│ └── qlib_scenarios_prompts.yaml
|
|
├── app/ # Application-level prompts
|
|
│ ├── ci/prompts.yaml # CI/CD prompts
|
|
│ ├── qlib_rd_loop/prompts.yaml # Qlib RD Loop hypothesis generation
|
|
│ ├── utils/prompts.yaml # APE prompts
|
|
│ └── finetune/prompts.yaml # Finetune prompts
|
|
├── components/ # Component prompts
|
|
│ ├── agent/prompts.yaml # Context7 MCP documentation search
|
|
│ ├── proposal/prompts.yaml # Hypothesis proposal generation
|
|
│ ├── coder/
|
|
│ │ ├── factor_coder/prompts.yaml # Factor code evaluator
|
|
│ │ ├── model_coder/prompts.yaml # Model code evaluator
|
|
│ │ ├── rl/prompts.yaml # RL trading coder (Chinese)
|
|
│ │ ├── CoSTEER/prompts.yaml # Component analysis
|
|
│ │ ├── finetune/prompts.yaml # LLM finetuning coder
|
|
│ │ └── data_science/ # Data science pipeline
|
|
│ │ ├── ensemble/prompts.yaml
|
|
│ │ ├── feature/prompts.yaml
|
|
│ │ ├── model/prompts.yaml
|
|
│ │ ├── pipeline/prompts.yaml
|
|
│ │ ├── raw_data_loader/prompts.yaml
|
|
│ │ ├── share/prompts.yaml
|
|
│ │ └── workflow/prompts.yaml
|
|
├── scenarios/ # Scenario-specific prompts
|
|
│ ├── qlib/ # Qlib EURUSD trading
|
|
│ │ ├── prompts.yaml # Main Qlib scenario
|
|
│ │ ├── experiment/prompts.yaml
|
|
│ │ └── factor_experiment_loader/prompts.yaml
|
|
│ ├── data_science/ # Data science scenarios
|
|
│ │ ├── dev/prompts.yaml
|
|
│ │ ├── runner/dev/prompts.yaml
|
|
│ │ ├── proposal/exp_gen/prompts.yaml
|
|
│ │ ├── proposal/exp_gen/prompts_v2.yaml # Largest file (82KB)
|
|
│ │ ├── proposal/exp_gen/select/prompts.yaml
|
|
│ │ └── scen/prompts.yaml
|
|
│ ├── finetune/ # LLM finetuning
|
|
│ │ ├── dev/prompts.yaml
|
|
│ │ ├── proposal/prompts.yaml
|
|
│ │ └── scen/prompts.yaml
|
|
│ ├── kaggle/ # Kaggle competition
|
|
│ │ ├── prompts.yaml
|
|
│ │ ├── experiment/prompts.yaml
|
|
│ │ └── knowledge_management/prompts.yaml
|
|
│ ├── rl/ # Reinforcement learning (Chinese)
|
|
│ │ ├── dev/prompts.yaml
|
|
│ │ └── proposal/prompts.yaml
|
|
│ └── general_model/prompts.yaml
|
|
└── utils/ # Utility prompts
|
|
└── prompts.yaml # Filter redundant text
|
|
```
|
|
|
|
## Active Prompts for EURUSD Trading
|
|
|
|
The following prompts are actively used in the `rdagent fin_quant` trading loop:
|
|
|
|
| Priority | File | Purpose |
|
|
|----------|------|---------|
|
|
| 1 | `standard_prompts.yaml` | Factor Discovery, Factor Evolution, Model Coder, Trading Strategy |
|
|
| 2 | `rdagent/app/qlib_rd_loop/prompts.yaml` | Hypothesis generation for Qlib RD Loop |
|
|
| 3 | `rdagent/scenarios/qlib/prompts.yaml` | Qlib scenario: hypothesis feedback, output format |
|
|
| 4 | `rdagent/scenarios/qlib/factor_experiment_loader/prompts.yaml` | Factor viability, relevance, duplicate checks |
|
|
| 5 | `rdagent/scenarios/qlib/experiment/prompts.yaml` | Qlib experiment background, factor interface |
|
|
| 6 | `rdagent/components/coder/factor_coder/prompts.yaml` | Code evaluation, final decision |
|
|
| 7 | `patches/qlib_scenarios_prompts.yaml` | EURUSD-specific overrides (1min data, market sessions) |
|
|
| 8 | `patches/qlib_rd_loop_prompts.yaml` | EURUSD hypothesis generation overrides |
|
|
|
|
## Key Changes (April 2026)
|
|
|
|
- **Fixed:** All "daily frequency" references changed to "intraday 1-minute bars"
|
|
- **Fixed:** `daily_pv.h5` renamed to `intraday_pv.h5` in data descriptions
|
|
- **Fixed:** `FactorDatetimeDailyEvaluator` now accepts 1min-30min bars as correct for EURUSD
|
|
|
|
## Total Files: 44 YAML files
|
|
## Total Size: ~486 KB
|