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-analysis

SKILL.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)

IDRuleOn Violation
SL-01Execute sell orders before buy orders in every trading cyclehalt
SL-02Trading signals MUST use next-bar execution (no look-ahead)halt
SL-03Entity IDs MUST follow format entity_type_exchange_codehalt
SL-04DataFrame index MUST be MultiIndex (entity_id, timestamp)halt
SL-05TradingSignal MUST have EXACTLY ONE of: position_pct, order_money, order_amounthalt
SL-06filter_result column semantics: True=BUY, False=SELL, None/NaN=NO ACTIONhalt
SL-07Transformer MUST run BEFORE Accumulator in factor pipelinehalt
SL-08MACD parameters locked: fast=12, slow=26, signal=9halt

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

FileContentsWhen to Load
references/seed.yamlV6+ 全量权威 (source-of-truth)有行为/决策争议时必读
references/ANTI_PATTERNS.md15 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.mddomain + 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.mdSL-* + preconditions + hints生成回测/交易代码前
references/COMPONENTS.mdAST 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

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