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处理信用评级转移矩阵,支持Not-Rated状态重分配、年度与月度矩阵转换、状态空间定义及数据集表征。
--- name: credit-transition-matrix description: |- 处理信用评级转移矩阵,支持Not-Rated状态重分配、年度与月度矩阵转换、状态空间定义及数据集表征。 license: Proprietary. See LICENSE.txt in project root. compatibility: Designed for Doramagic-host ecosystem (Claude Code / openclaw / Cursor). Requires Python 3.12+ with uv package manager. metadata: version: "v6.1" blueprint_id: "finance-bp-119" compiled_at: "2026-04-22T13:00:58.228711+00:00" capability_markets: "global" capability_activities: "credit-risk" sop_version: "crystal-compilation-v6.1" --- # 信用转移矩阵 (credit-transition-matrix) > 处理信用评级转移矩阵,支持Not-Rated状态重分配、年度与月度矩阵转换、状态空间定义及数据集表征。 ## Pipeline `data_collection -> data_storage -> factor_computation -> target_selection -> trading_execution -> visualization` ## Top Use Cases (22 total) ### Adjust Not-Rated State in Credit Migration Matrices (`UC-101`) Credit rating transition matrices often contain 'not-rated' (NR) observations that need to be redistributed to rated states for downstream risk calcul **Triggers**: not-rated, NR adjustment, credit migration ### Adjust Not-Rated State via Python Script (`UC-104`) Corporate credit rating migration data contains NR (not-rated) states that must be removed using noninformative redistribution method before calculati **Triggers**: not-rated, NR removal, credit rating ### Clean and Prepare Transition Data (`UC-108`) Raw credit rating data requires preprocessing including column renaming, state validation, and absorbing state verification before it can be used for **Triggers**: data cleaning, preprocessing, validation For all **22** use cases, see [references/USE_CASES.md](references/USE_CASES.md). **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](references/LOCKS.md) ## Top Anti-Patterns (14 total) - **`AP-CREDIT-RISK-001`**: Empty DataFrame passed to bucketing pipeline - **`AP-CREDIT-RISK-002`**: Multi-dimensional target array causing WoE shape mismatch - **`AP-CREDIT-RISK-003`**: OptimalBucketer receiving high-cardinality numerical features All 14 anti-patterns: [references/ANTI_PATTERNS.md](references/ANTI_PATTERNS.md) ## Evidence Quality Notice > [QUALITY NOTICE] This crystal was compiled from blueprint finance-bp-119. Evidence verify ratio = 35.8% and audit fail total = 15. 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](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](references/ANTI_PATTERNS.md) | 14 条跨项目反模式 | 开始实现前 | | [references/WISDOM.md](references/WISDOM.md) | 跨项目精华借鉴 | 架构决策时 | | [references/CONSTRAINTS.md](references/CONSTRAINTS.md) | domain + fatal 约束 | 规则冲突时 | | [references/USE_CASES.md](references/USE_CASES.md) | 全量 KUC-* 业务场景 | 需要完整示例时 | | [references/LOCKS.md](references/LOCKS.md) | SL-* + preconditions + hints | 生成回测/交易代码前 | | [references/COMPONENTS.md](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-119` blueprint at 2026-04-22T13:00:58.228711+00:00.* *See [human_summary.md](human_summary.md) for non-technical overview.*
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