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Docs, README files, API references, tutorials, specs, and changelogs
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Showing 2,689–2,712 of 15,591 skills
- Atlas MappingMaps query single-cell data onto reference atlases and transfers cell-type labels using scArches surgery (scVI/scANVI), Symphony, Azimuth, CellTypist, scPoli, popV, and foundation models, with explicit out-of-distribution and label-transfer uncertainty. Use when annotating new single-cell datasets against a pre-trained reference, deciding which mapping method fits, or judging whether transferred labels are trustworthy. For de novo clustering and manual annotation see single-cell/cell-annotati...Votes: 0GitHub stars: 3
- Ancestral ReconstructionReconstruct ancestral states at internal phylogenetic nodes for sequences (PAML codeml, IQ-TREE --ancestral, GRASP, FastML), discrete traits (corHMM hidden-rate Markov, ape::ace, phytools::make.simmap stochastic mapping, BayesTraits), and continuous traits (phytools::fastAnc, geiger Brownian/OU, RPANDA). Use when designing constructs for ancestral protein resurrection, tracing trait evolution along a tree, performing stochastic character mapping, testing models of trait evolution (BM vs OU vs...Votes: 0GitHub stars: 3
- Gnomad FrequenciesQueries gnomAD v4 (807k samples), v3, v2.1.1, and constraint metrics with grpmax FAF95, bottleneck-group exclusion, LOEUF interpretation, SV/CNV/mtDNA catalogs, and Whiffin max-credible-AF framework. Use when filtering rare variants, applying ACMG BS1/BA1, ranking genes by LoF intolerance, or selecting between v2 (GRCh37 + chrX/Y constraint) and v4 (GRCh38 + 807k samples).Votes: 0GitHub stars: 3
- Dbsnp QueriesResolves rsIDs, navigates RsMergeArch/SNPHistory merge chains, and converts between rsID, SPDI, HGVS, and VCF representations using the dbSNP Build 156 JSON architecture. Use when normalizing variant identifiers, joining variant databases by cluster ID, or tracking deprecated rsIDs through historical merges.Votes: 0GitHub stars: 3
- Clinvar LookupQueries ClinVar for variant pathogenicity classifications, ClinGen VCEP curations, and somatic-vs-germline interpretations via REST API, weekly VCF, or bulk XML. Use when determining clinical significance, triangulating conflicting interpretations, or aggregating evidence against the ACMG/AMP framework with ClinGen SVI specifications.Votes: 0GitHub stars: 3
- Long Read SplicingAnalyzes alternative splicing from PacBio Iso-Seq (HiFi, Kinnex/MAS-Iso-seq) and Oxford Nanopore (direct cDNA, direct RNA, R10.4.1+) long-read RNA-seq with full-isoform resolution. Tools include FLAIR (correct/collapse/quantify/diffSplice for PacBio + ONT), IsoQuant (de-novo or annotation-guided isoform discovery 2024 SOTA), Bambu (annotation-aware Bayesian discovery + quantification with Novel Discovery Rate), SQANTI3/SQANTI-LR (isoform classification: FSM/ISM/NIC/NNC + artifact flags), rMAT...Votes: 0GitHub stars: 3
- 3380p Example Curation根据用户反馈、生成代码、legacy 片段或评审结果沉淀 Chroma 3380P 的优秀示例和坏示例。用于新增优秀示例、新增坏示例、把片段分类为 good/bad、抽取可复用规则、更新示例 README、维护 `examples/good_clean/`、创建或维护 `examples/bad/`，以及同步技能侧示例索引。Votes: 0GitHub stars: 2
- Writing For Agents为 agent 撰写文档。当创建或编辑 skill、修改 AGENTS.md 或 CLAUDE.md 时使用。Votes: 0GitHub stars: 2
- Handoff把当前对话压缩成一份交接（handoff）文档，供另一个代理接手。Votes: 0GitHub stars: 2
- Implement Spec把规格（spec）实现为代码。Votes: 0GitHub stars: 2
- Deveco Studio HilogHarmonyOS日志分析助手，专注于hilog日志查看、崩溃日志分析、日志导出(-logZip)、手动日志分析。包含完整的hilog命令、hidumper堆栈转储、崩溃日志自动解压分析功能。支持Windows/macOS/Linux跨平台。Votes: 0GitHub stars: 2
- Hmos Skill ReviewerReview and validate Agent Skills for compliance with Claude Skills specification. Use when evaluating SKILL.md files, checking naming conventions, validating content structure, or ensuring skills follow best practices. Provides comprehensive analysis of metadata format, content organization, progressive disclosure, and actionable vs knowledge-based content.Votes: 0GitHub stars: 2
- Hmos Memleak AnalysisAnalyzes HarmonyOS source code (ArkTS, JS, C/C++) to detect memory leaks.Use when (1) Performing static code analysis to catch potential leaks before deployment, (2) Reviewing PRs involving complex UI lifecycles or NAPI implementations,(3) Developing NAPI bridges between ArkTS and C++. Maps code to official specifications and applies heuristics for NAPI reference management and lifecycle synchronization.Votes: 0GitHub stars: 2
- Hmos Fdleak AnalysisDFX Skills，分析 FD Leak、句柄泄漏和文件描述符泄漏日志，提取泄漏快照、句柄类型与目录分布、专项维测明细及 FdTrack 申请栈热点，并依据证据链定位根因。当用户提供 `[pid]_fd_leak.txt`、`RESOURCE_OVERLIMIT_[TIMESTAMP]_[PID].log`，或输入包含 `leaked fd nums`、`Leaked fd Top 10`、`LOGGER_MEMCHECK_FD_STACK_INFO`、`FdTrack Stack` 时使用。Votes: 0GitHub stars: 2
- Hmos Multidevice Screen Window SizeHarmonyOS 多设备屏幕窗口尺寸适配。当任务涉及以下任一场景时必须调用：（1）比价与分屏：比价/比价场景/比价窗口/价格对比/创建新窗口/多窗口并行/双窗口；（2）平行视界与分栏：平行视界/EasyGo/easy_go.json/分栏效果/分栏布局/列表详情分栏/navigationSplit/routerSplit/Navigation分栏；（3）响应式与自适应布局：响应式布局/自适应布局/断点/GridRow/GridCol/WidthBreakpoint/HeightBreakpoint/重复布局/分栏布局/挪移布局/缩进布局；（4）窗口监听：windowSizeChange/窗口尺寸变化/布局未同步更新；（5）组件自适应：layoutWeight/Blank/aspectRatio/displayPriority/FlexWrap/拉伸/均分/隐藏/折行/缩放/占比/百分比宽度；（6）多设备适配：手机/平板/2in1/穿戴/折叠屏/双折/三折/大屏/横竖屏/密度/字体缩放/滚动延伸；（7）布局异常：截断/留白/溢出/遮挡/错位/对齐异常/GridRow不降列/断点不...Votes: 0GitHub stars: 2
- Hmos Share Kit Design Specification配置目标应用接入系统分享面板的设计规范，支持应用名称、图标、skills配置，适用于分享内容接收场景Votes: 0GitHub stars: 2
- Hmos Performance Analysis Kit Watch Resourceleak使用HiAppEvent C/C++接口订阅系统资源泄漏事件,支持onReceive和onTrigger两种回调模式,监听内存泄漏、文件描述符泄漏、线程泄漏等资源异常,最大支持订阅系统事件RESOURCE_OVERLIMIT,适用于应用性能调优和故障排查场景Votes: 0GitHub stars: 2
- Hmos One Sdk Skill⚠️ MUST LOAD before writing first .ets file that imports from @kit.*. This skill provides verified API signatures, import paths, error codes, permission requirements, and example code for 25 Kits (AccountKit, MediaKit, NetworkKit, ScanKit, LocationKit, PushKit etc.). Even if you have partial API info from other sources, this skill covers complete error codes and permission requirements they lack. Load when — (1) writing ANY @kit.* import; (2) calling Kit APIs like vibrator, Bluetooth, locatio...Votes: 0GitHub stars: 2
- Hmos Atomicservice Assistant辅助鸿蒙开发者构建元服务（Atomic Service / 免安装应用）。只要用户提到元服务、atomicService、免安装、atomic service，或遇到以下任意问题，都必须使用本 Skill：创建/改造元服务项目、@atomicservice API 报错、配置隐私托管、设置可信域名、静默登录/免密登录、接入鸿蒙支付、包大小超限、AtomicServiceEnhancedWeb vs ArkWeb、Navigation 分包路由、睫毛图标、ICP备案、上架审核被拒。提供规范说明、合规检查清单、代码示例和上架最佳实践。Votes: 0GitHub stars: 2
- Hmos Arkts Knowledge RetrieverRetrieve grounded ArkTS references for pure non-UI ArkTS work and ArkTS API usage. Use this skill whenever the user is writing, reviewing, testing, validating, running, or debugging ArkTS code and the answer should be backed by repository sources such as `docs/ArkTS-Language-Guide/`, `docs/ArkTS-API-Reference/`, the linter-derived `docs/linter/ArkTS_Syntax_Knowledge_From_Linter.md`, and the bundled lightweight lint tool docs `docs/linter/linter-cli.md` plus `linter-cli/` instead of model memo...Votes: 0GitHub stars: 2
- Wayfinder把一大块工作（单次 agent 会话装不下的规模）规划为 issue 追踪器上的决策 ticket 共享地图，然后逐个解决，直到通往终点的路径清晰。Votes: 0GitHub stars: 2
- Triage让 issue 和外部 PR 经过一组 triage 角色的状态机——分类、验证、必要时 grill 访谈，并撰写代理可直接执行的简报（brief）。Votes: 0GitHub stars: 2
- Domain Modeling构建并打磨项目的领域模型。当讨论代码库术语、撰写或编辑 CONTEXT.md、记录或编辑 ADR 时使用。Votes: 0GitHub stars: 2
- Play Billing Library Version Upgrade当从任意旧版 Google Play Billing Library (PBL) 升级或迁移 Android 项目到最新稳定版 PBL 时使用此 skill。Votes: 0GitHub stars: 2