flanliulf

检查 SpecLite canonical source 变更后的派生一致性。用于用户要求 canonical source check、检查 assets/source/speclite、canonical 变更闭环、更新 skill/hook/agent 后验收或扫描 sdlc/core/total 数量。核心能力：对齐 root counts、module-help.csv、hook source、baseline 常量、fixtures、docs 和 packaging manifest。

分析当前 SpecLite workflow 状态并回答使用问题或推荐下一步 skill。用于用户询问 help、next skill、下一步、我现在该做什么或需要流程定位。核心能力：读取 catalog、配置、产物与项目知识，给出有证据的路由建议。

Analyze brownfield backend projects to derive technology stack from code facts and write a Markdown report to a user-specified output directory. Use when user mentions 'tech stack audit', 'backend stack', 'brownfield tech stack', 'code-fact based stack', '技术栈分析', '后端技术栈', '项目技术栈清单', '基于代码事实', '输出到目录', or asks to generate a stack inventory from an existing backend repository. Capable of ecosystem-neutral repository discovery, dependency/version evidence classification, runtime configuration extraction, uncertainty tagging, and evidence-linked Markdown generation.

Analyze brownfield Java and Spring Boot backend projects to derive technology stack from code facts and write a Markdown report to a user-specified output directory. Use when user mentions 'Java tech stack', 'Spring Boot stack', 'Maven dependency audit', 'Java 后端技术栈', 'SpringBoot 技术栈', 'Spring Boot 技术栈', 'Maven 依赖分析', '基于代码事实', or asks to generate a Java backend stack inventory. Capable of Maven/Gradle module discovery, effective dependency and BOM version resolution, Spring ecosystem detection, runtime configuration extraction, and evidence-linked Markdown generation.

Analyze brownfield Node.js backend projects to derive technology stack from code facts and write a Markdown report to a user-specified output directory. Use when user mentions 'Node.js tech stack', 'NestJS stack', 'Express stack', 'package lock audit', 'Node 后端技术栈', 'Node.js 技术栈', 'NestJS 技术栈', 'npm 依赖分析', '基于代码事实', or asks to generate a Node backend stack inventory. Capable of package-manager detection, lockfile version resolution, Node runtime evidence extraction, framework detection, and evidence-linked Markdown generation.

Analyze brownfield Python backend projects to derive technology stack from code facts and write a Markdown report to a user-specified output directory. Use when user mentions 'Python tech stack', 'FastAPI stack', 'Django stack', 'requirements audit', 'Python 后端技术栈', 'FastAPI 技术栈', 'Django 技术栈', 'Python 依赖分析', '基于代码事实', or asks to generate a Python backend stack inventory. Capable of Python packaging detection, lockfile/requirements version resolution, runtime evidence extraction, ASGI/WSGI framework detection, and evidence-linked Markdown generation.

用结构化引导方法推动 LLM 复盘、质疑并改进近期输出。用于用户要求深度追问、Socratic review、first principles、pre-mortem、red team 或提升草稿质量。核心能力：选择方法、迭代提问、整合改进结论。

组织互动式头脑风暴，用多种创意方法扩展与筛选想法。用于用户说 brainstorm、ideate、头脑风暴、帮我发散或需要结构化创意会话。核心能力：设定目标、选择技法、整理 idea、产出后续行动。

Execute Story design review for an Epic or single Story using parallel three-layer adversarial analysis (Structure Hunter, Consistency Checker, Contract Auditor) with four-bucket triage, and save review summary to a structured result file. Use when user mentions 'SR', 'story review', 'story design review', 'epic review', 'story check', 'design review', 'Story 审查', 'SR 审查', '设计审查', 'Story 设计审查', 'Epic 审查', '审查 Story', '审查 Epic', or wants to review Story design documents before development. Capable of dual-granularity review (Epic-level or single-Story), parallel three-layer adversarial analysis, four-bucket triage, auto-detecting review history, batch processing, and generating structured review result documents with round numbering.

Evaluate Story design review results and generate a structured evaluation document. Use when user mentions 'SR evaluate', 'SR evaluation', 'evaluate SR', 'story review evaluation', 'design review evaluation', '评估 SR', '评估审查结果', 'SR 评估', '设计审查评估', 'Story 审查评估', '评估 Story 审查', or wants to assess Story design review findings. Capable of reading latest review results, assessing finding validity with source and bucket awareness, and producing evaluation documents with round numbering.

Execute Story document revisions based on SR evaluation conclusions and append revision summary to the evaluation document. Use when user mentions 'SR fix', 'SR revise', 'story revision', 'apply SR fixes', 'story review fix', 'design fix', '执行修订', 'SR 修订', '修订 Story', '执行 SR 修正', 'Story 设计修订', '修订 Story 文档', or wants to implement revisions from SR evaluation. Capable of reading evaluation conclusions, executing targeted document revisions, and recording revision summaries in evaluation documents.

Execute cross-LLM code review for a Story using parallel adversarial review layers (Blind Hunter, Edge Case Hunter, Acceptance Auditor) with structured triage, and save review summary to a structured result file. Use when user mentions 'CR', 'code review', 'crossllm review', 're-review', 'code review summary', '代码审查', 'CR 审查', '跨模型审查', '代码复审', '代码评审', '审查代码', or wants to review Story code changes. Capable of first-round and subsequent-round code reviews, parallel three-layer adversarial analysis, four-bucket triage, auto-detecting review history, and generating structured review result documents with round numbering.

Evaluate code review results from a cross-LLM review round and generate a structured evaluation document. Use when user mentions 'CR evaluate', 'CR evaluation', 'evaluate CR', 'review assessment', 'code review evaluation', '评估审查结果', '评估 CR', '评估 CR 结果', 'CR 评估', '审查结果评估', 'CR 结果评估', '代码审查评估', or wants to assess code review findings. Capable of reading latest review results, assessing finding validity, and producing evaluation documents with round numbering.

Execute code fixes based on code review evaluation conclusions and append fix summary to the evaluation document. Use when user mentions 'CR fix', 'CR repair', 'execute fix', 'apply CR fixes', 'code review fix', '执行修复', 'CR 修复', '修复 CR 问题', '执行 CR 修正', '代码审查修复', or wants to implement fixes from CR evaluation. Capable of reading evaluation conclusions, executing targeted code fixes, and recording fix summaries in evaluation documents.

Analyze historical code review, evaluation, and fix records to extract reusable development guidelines and best practices for project-level documentation. Use when user mentions 'extract CR rules', 'CR summary', 'extract CR guidelines', 'CR best practices', 'code review lessons', '提炼 CR 规则', 'CR 总结', '提取 CR 最佳实践', 'CR 经验总结', '代码审查规则提炼', '总结 CR 经验', or wants to distill patterns from CR history. Capable of analyzing multi-round CR findings, identifying recurring issues, and proposing updates to global project documents like project-context.md and architect.md.

Manage CR TODO backlog — add, check, resolve, and list deferred improvement items from code reviews. Use when user mentions 'CR TODO', 'add TODO', 'check TODO', 'resolve TODO', 'list TODO', 'CR backlog', 'extract todos', 'CR 待办', '添加 TODO', '检查 TODO', '解决 TODO', '查看 TODO', 'CR 延迟事项', '批量提取 TODO', or wants to track non-blocking improvements identified during code reviews.