tian-ye1214/redlotus/talib-technical-analysis
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通过 Python 调用 150+ TA-Lib 技术分析指标(均线、MACD、RSI、布林带等),支持多市场金融数据的技术面量化计算。
Install
npx vskill@latest install tian-ye1214/redlotus/talib-technical-analysisSKILL.md
TA-Lib 技术分析 (talib-technical-analysis)
通过 Python 调用 150+ TA-Lib 技术分析指标(均线、MACD、RSI、布林带等),支持多市场金融数据的技术面量化计算。
Pipeline
data_collection -> data_storage -> factor_computation -> target_selection -> trading_execution -> visualization
Top Use Cases (1 total)
TA-Lib Documentation HTML Generator (UC-101)
Converts TA-Lib markdown documentation into styled HTML pages for web publishing, and generates Pygments syntax highlighting CSS for code examples in Triggers: documentation generation, html pages, pygments stylesheet
Execute trigger: When user intent matches intent_router.uc_entries[].positive_terms AND user uses action verb (run/execute/跑/执行/backtest/fetch/collect)
What I'll Ask You
- Target market: A-share (default), HK, or crypto? (US stocks in ZVT are half-baked — stockus_nasdaq_AAPL exists but coverage is thin)
- Data source / provider: eastmoney (free, no account), joinquant (account+paid), baostock (free, good history), akshare, or qmt (broker)?
- Strategy type: MACD golden-cross, MA crossover, volume breakout, fundamental screen, or custom factor?
- Time range: start_timestamp and end_timestamp for backtest period
- Target entity IDs: specific stocks (stock_sh_600000) or index components (SZ1000)?
Semantic Locks (Fatal)
| ID | Rule | On Violation | |
|---|---|---|---|
SL-01 | Execute sell orders before buy orders in every trading cycle | halt | |
SL-02 | Trading signals MUST use next-bar execution (no look-ahead) | halt | |
SL-03 | Entity IDs MUST follow format entity_type_exchange_code | halt | |
SL-04 | DataFrame index MUST be MultiIndex (entity_id, timestamp) | halt | |
SL-05 | TradingSignal MUST have EXACTLY ONE of: position_pct, order_money, order_amount | halt | |
SL-06 | filter_result column semantics: True=BUY, False=SELL, None/NaN=NO ACTION | halt | |
SL-07 | Transformer MUST run BEFORE Accumulator in factor pipeline | halt | |
SL-08 | MACD parameters locked: fast=12, slow=26, signal=9 | halt |
Full lock definitions: references/LOCKS.md
Top Anti-Patterns (15 total)
- `AP-TECHNICAL-ANALYSIS-001`: C FFI Type Mismatch with Non-float64 Arrays
- `AP-TECHNICAL-ANALYSIS-002`: Multidimensional Array Memory Access Violations
- `AP-TECHNICAL-ANALYSIS-003`: Ignoring TA_RetCode Error Status from C Calls
All 15 anti-patterns: references/ANTI_PATTERNS.md
Evidence Quality Notice
[QUALITY NOTICE] This crystal was compiled from blueprint finance-bp-109. Evidence verify ratio = 45.1% and audit fail total = 35. Generated results may have uncaptured requirement gaps. Verify critical decisions against source files (LATEST.yaml / LATEST.jsonl).
Reference Files
| File | Contents | When to Load | |
|---|---|---|---|
| references/seed.yaml | V6+ 全量权威 (source-of-truth) | 有行为/决策争议时必读 | |
| references/ANTI_PATTERNS.md | 15 条跨项目反模式 | 开始实现前 | |
| references/WISDOM.md | 跨项目精华借鉴 | 架构决策时 | |
| references/CONSTRAINTS.md | domain + fatal 约束 | 规则冲突时 | |
| references/USE_CASES.md | 全量 KUC-* 业务场景 | 需要完整示例时 | |
| references/LOCKS.md | SL-* + preconditions + hints | 生成回测/交易代码前 | |
| references/COMPONENTS.md | AST 组件地图(按 module 拆分) | 查 API 时 |
Compiled by Doramagic crystal-compilation-v6.1 from `finance-bp-109` blueprint at 2026-04-22T13:00:52.305302+00:00. See [human_summary.md](human_summary.md) for non-technical overview.
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingsrc/redlotus/tools/skills/talib-technical-analysis/SKILL.md
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