25d895d 🐛 fix(gitea_workflow): clean up temp repos after job steps 2bc3b11 🐛 fix(gitea_workflow): clean up temporary repo dirs in workflows 98c3f30 📝 docs(agent_rules): allow plan execution on current branch 16c7230 📝 docs(prompts): define custom verify layering 8efc4dd 🐛 fix(skills): quote commit-message description bc8498f 🐛 fix(ci): install tomli for gitea tests 55cda3b 🐛 fix(tests): report missing toml parser clearly c0729c7 🐛 fix(playbook): import Optional for cli compatibility 63e24bf 📦 deps(skills): sync thirdparty skills d2f9356 🐛 fix(ci): isolate gitea workflow repos 588b81d 🐛 fix(ci): inline gitea workflow bootstrap e0b1c3a ♻️ refactor(skills): standardize first-party skill contracts 2c5050d ♻️ refactor(skills): rename repo skills source dir f049dfb 📦 deps(skills): drop duplicate first-party superpowers skills 234b335 ✨ feat(workflow): add superpowers planning and execution state tracking c1702a6 📝 docs(markdown): format tracked markdown and drop stale templates 2325409 📝 docs(markdown): clarify optional markdownlint usage 214c44e 🔧 chore(markdown): add markdownlint baseline and lint fixes a22b324 📝 docs(templates): add execution and memory-bank prompt templates 223a797 📝 docs(templates): update README for Claude Code and current features 4ac8672 📝 docs: simplify README + platform-agnostic tools + auto-create local rules 2431c9d 📝 docs: add claude_md config and use cross-platform paths d64b248 📝 docs: fix README.md inaccuracies and add Claude Code info c8d6bf2 🐛 fix(playbook): use relative paths in CLAUDE.md when not at project root 6518f0f ✨ feat(playbook): auto-create CLAUDE.md with path discovery 6ec9a45 ✨ feat(skills): add skill_link symlink support + platform-agnostic prompt 9f8b6b5 📝 docs: update README and config example for Claude Code support 79cff6c 📝 docs(skills): add Claude Code platform support 452c6f5 ✨ feat(playbook): auto-inject AGENTS.md into CLAUDE.md e1dbf3c 🐛 fix(skills): remove dual-path from commit-message skill f3a7259 🔧 chore(ci): use prepare_repo.sh in both workflows da08212 🔧 chore(ci): extract prepare_repo.sh and clean up workflows 7ade85e 🗑️ remove(tsl): drop syntax_book/, data/ source and build script f94dba0 ♻️ refactor(skills): update playbook.py and tests for thirdparty/ layout b3df412 ♻️ refactor(skills): separate thirdparty skills into thirdparty/ subdirectory 64950e7 📦 deps(skills): sync thirdparty skills a2e3cb0 ✨ feat(playbook): add no_backup deploy controls 8609d59 🐛 fix(docs): repair reference catalog source links 956da11 🐛 fix(playbook): publish hidden ci test fixes 3f67754 📦 deps(skills): sync thirdparty skills 08ca87b 📦 deps(skills): add karpathy thirdparty sync 96b705b 📝 docs(tsl): rebuild canonical syntax and routing manual 3ed5052 📦 deps(skills): sync thirdparty skills 60108dd 📦 deps(skills): sync thirdparty skills da85d4e 🐛 fix(thirdparty): prune nested project snapshots a2a697e 📦 deps(skills): sync thirdparty skills 9df610a 🐛 fix(thirdparty): exclude duplicated superpowers skills 33dd5bb 🐛 fix(thirdparty): preserve optional manifest fields 91b0ea7 🐛 fix(thirdparty): preserve manifest during snapshot update 2e26f98 🔧 chore(thirdparty): generalize skills sync pipeline 5b9c1e3 📦 deps(skills): sync superpowers 2f2d34a 📝 docs(readme): normalize subtree command spacing 62db7db 🐛 fix(ci): serialize superpowers update and sync 3463223 🐛 fix(ci): use literal superpowers sync paths 48f6de8 📦 deps(skills): sync superpowers 4b23529 🔧 chore(ci): merge superpowers update and sync workflow a56d75b 📦 deps(skills): sync superpowers 84bcefa 🔧 chore(ci): use ci[bot] commit author name 00a07e5 📦 deps(skills): sync superpowers 7b84daf 🐛 fix(templates): enforce main loop progress tracking 51373d7 🔧 chore(ci): automate superpowers sync workflow eaaa39c 🐛 fix(ci): prevent stale superpowers sync from restoring skills block 79755c6 📦 deps(skills): sync superpowers 836d878 📦 deps(skills): sync superpowers 8216c9f 📦 deps(skills): sync superpowers 9439505 🐛 fix(playbook): address reported repo issues git-subtree-dir: docs/standards/playbook git-subtree-split: 25d895d8b3f56624ccfe99ad7289e9eb49e0f316
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Series And Indicator Model
文档类型:业务骨架 是否可直接用于生成代码:否 是否含已验证可执行示例:否 是否含已验证反例:否 遇到不确定时跳转到:market_data_context.md、selection_and_signal_patterns.md、../syntax/index.md
这一篇处理金融序列与指标计算模式。
这一篇解决什么问题
回答“指标、序列、逐 bar 计算和相关金融表达方式如何组织,以及 AI 应该先建立什么样的业务心智模型”。
必须记住的规则
- 序列与指标属于业务模型,不属于通用语法。
- 当你需要解释循环、表达式、数组和字符串时,应回到 syntax 层。
- 当你需要解释“指标如何依赖历史序列”时,才留在这里。
输入上下文
- 先确认标的、周期、起止区间和复权口径。
- 先确认你在处理“单值输入”还是“逐 bar 序列输入”。
- 先确认指标依赖多少历史窗口,以及窗口未满时如何处理。
逐 bar 心智模型
- 每个 bar 只应使用当前 bar 及其之前已经可见的信息。
- 先准备输入序列,再计算当前 bar 的指标值,最后再决定当前 bar 的输出。
- 不要把后面的 bar 结果回填到前面的 bar。
- 不要把“能写成一个表达式”误解成“就不需要业务上下文”。
窗口依赖
- 任何均线、滚动统计、历史比较,先写清窗口长度。
- 窗口未满前,先决定是跳过、返回空值,还是走 warm-up 逻辑。
- 多条序列一起参与计算时,先确认时间轴是否对齐。
- 当结果依赖前值时,先确认你是在做“当前 bar 计算”还是“状态延续”。
常见误判
- 把指标写法误当成“TSL 基础表达式”的定义来源。
- 在没有澄清数据频率、窗口和上下文前,就直接抽象成通用语法规则。
- 把未来数据混进当前 bar 的计算里。
- 先写公式,再补上下文,导致窗口长度和序列来源都不明确。
跳转指引
- 市场数据上下文:见 market_data_context.md
- 选股与信号:见 selection_and_signal_patterns.md
- 回测与交易:见 backtest_and_trade_flow.md
- 表达式与控制流语法:见 ../syntax/07_expressions_and_operators.md 与 ../syntax/08_control_flow.md