hxk622

deep_research

by hxk622

深度研究能力，支持多源搜索、信息聚合、引用回溯、文档上传分析。适用于市场调研、竞品分析、学术研究、技术选型、金融投研等场景。支持上传 PDF/Excel/Word 等文档，自动转换并提取关键信息。

financial_research

by hxk622

面向股票/行业/宏观的金融研究技能，结合结构化金融数据（OpenBB/AkShare）与多源信息验证，生成带引用与免责声明的研究报告。

writing-skills

by hxk622

"创建新技能、编辑现有技能或部署前验证技能时使用。将 TDD 应用于流程文档编写。Use when creating new skills, editing existing skills, or verifying skills work before deployment. Writing skills IS Test-Driven Development applied to process documentation."

test-driven-development

by hxk622

"实现任何功能或修复 bug 时使用，在编写实现代码之前先写测试。Use when implementing any feature or bugfix - write the test first, watch it fail, write minimal code to pass. TDD 红绿重构循环。"

ppt_generation

by hxk622

智能 PPT 生成能力，支持从研究报告一键生成演示文稿。基于 Marp Markdown 引擎，支持专业模板、数据图表、PDF 导出。适用于商业提案、项目汇报、产品介绍、培训课件、融资路演等场景。

using-superpowers

by hxk622

"开始任何对话时使用 - 确立如何查找和使用技能。在任何响应之前（包括澄清问题）都需要调用 Skill 工具。Use when starting any conversation - establishes how to find and use skills. If a skill might apply (even 1% chance), you MUST invoke it."

systematic-debugging

by hxk622

"遇到任何 bug、测试失败或意外行为时使用，在提出修复方案之前进行系统化调试。Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes. Follow the four phases: Root Cause Investigation, Pattern Analysis, Hypothesis Testing, Implementation."

subagent-driven-development

by hxk622

"在当前会话中执行包含独立任务的实施计划时使用。每个任务派送新的子Agent，并进行两阶段审查。Use when executing implementation plans with independent tasks - dispatch fresh subagent per task + two-stage review (spec then quality)."

requesting-code-review

by hxk622

"完成任务、实现主要功能或合并前使用，验证工作是否满足要求。Use when completing tasks, implementing major features, or before merging to verify work meets requirements. Review early, review often."

writing-plans

by hxk622

"当有多步骤任务的规格或需求时使用，在动代码之前。编写全面的实施计划，假设工程师对代码库零上下文。Use when you have a spec or requirements for a multi-step task, before touching code. Write comprehensive implementation plans."

dispatching-parallel-agents

by hxk622

"当面临 2+ 个独立任务时使用，这些任务可以并行处理，无共享状态或顺序依赖。Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies. Dispatch one agent per independent problem domain."

using-git-worktrees

by hxk622

"开始需要与当前工作区隔离的功能开发或执行实施计划前使用。创建隔离的 git worktrees，智能选择目录并进行安全验证。Use for feature work isolation or before implementation plans - creates isolated git worktrees with smart directory selection."

executing-plans

by hxk622

"当有书面实施计划需要执行时使用，在单独会话中执行并设置审查检查点。Use when you have a written implementation plan to execute in a separate session with review checkpoints. Batch execution with checkpoints for architect review."

brainstorming

by hxk622

"创意工作前的必备技能 - 用于探索用户意图、需求和设计。适用于创建功能、构建组件、添加新特性或修改行为。You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior."

receiving-code-review

by hxk622

"接收代码审查反馈时使用，在实施建议之前，特别是当反馈不清晰或技术上有疑问时。需要技术严谨和验证，而不是盲目实施。Use when receiving code review feedback - requires technical rigor and verification, not blind implementation."

finishing-a-development-branch

by hxk622

"当实现完成、所有测试通过，需要决定如何集成工作时使用。通过展示 merge、PR 或 cleanup 的结构化选项来引导完成开发工作。Use when implementation is complete, all tests pass, and you need to decide how to integrate the work."

verification-before-completion

by hxk622

"在声称工作完成、修复或通过之前使用，在提交或创建 PR 之前。需要运行验证命令并确认输出后才能声称成功。证据先于断言。Use when about to claim work is complete - evidence before assertions always."

frontend-design

by hxk622

创建独特、生产级前端界面，避免 AI 味。用于构建 Web 组件、页面或应用，生成精致、有创意的代码。

planning-with-files

by hxk622

Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.

UI/UX Pro Max - Design Intelligence

by hxk622

deepchem

by hxk622

Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first PyTorch workflows use torchdrug; for benchmark datasets use pytdc.

biorxiv-database

by hxk622

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.

cellxgene-census

by hxk622

Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.

deeptools

by hxk622

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.