tools-only/X-Skills - Seite 36

gemini-cli-headless

Send work to Gemini CLI in headless mode. Use when the user wants to run prompts, pipe content, or parse output through `gemini -p`.

Quellsprache: Englisch

planning-with-files

Implements file-based planning for complex multi-step tasks. Creates task_plan.md, findings.md, and progress.md as persistent working memory. Use when starting tasks requiring >5 tool calls, multi-phase projects, research, or any work where losing track of…

Quellsprache: Englisch

humanizer

Identifies and removes AI writing patterns from text. Use when editing drafts, reviewing content, or rewriting text that sounds artificial. Detects inflated symbolism, promotional language, vague attributions, AI vocabulary, and structural patterns like…

Quellsprache: Englisch

plan

Create planning files (task_plan.md, findings.md, progress.md) for a new task

Quellsprache: Englisch

status

Show current task plan status and phase summary

Quellsprache: Englisch

import-skill

Import a skill from a GitHub URL into the curated marketplace. Downloads, transforms to meet plugin standards, validates, and creates a PR.

Quellsprache: Englisch

wooyun-legacy

Provides web vulnerability testing methodology distilled from 88,636 real-world cases from the WooYun vulnerability database (2010-2016). Use when performing penetration testing, security audits, code reviews for security flaws, or vulnerability research.…

Quellsprache: Englisch

skill-extractor

Extracts reusable skills from work sessions. Use when: (1) a non-obvious problem was solved worth preserving, (2) a pattern was discovered that would help future sessions, (3) a workaround or debugging technique needs documentation. Manual invocation only via…

Quellsprache: Englisch

ffuf-web-fuzzing

Expert guidance for ffuf web fuzzing during authorized penetration testing. Covers directory discovery, subdomain enumeration, parameter fuzzing, authenticated fuzzing with raw requests, auto-calibration, and result analysis. Use when running ffuf scans,…

Quellsprache: Englisch

universal-media-downloader

输入各类视频网站/播客平台链接后，自动下载对应媒体文件并交付给用户。优先使用 yt-dlp 覆盖抖音(Douyin)、B站(Bilibili)、YouTube 等常见视频网站，也可用于可直接暴露音频地址的播客平台（如小宇宙单集链接）。当遇到 403/登录/年龄或地区限制时，支持使用 cookies.txt 重试；对于可能存在 DRM/加密或条款限制的平台（例如部分 Spotify 内容），应提示用户仅下载其有权保存的内容，并在不可下载时建议改用官方离线/导出渠道或提供原始 RSS/直链。

Quellsprache: Chinesisch

repo-research

GitHub 仓库深度研究与整合分析工具。支持单个/多个仓库研究、与本地项目对比分析、启发式整合建议。支持主题驱动搜索模式：自动搜索相关仓库、克隆、分析并生成报告。克隆远程仓库到本地 research/ 目录，进行深度代码分析、架构评估、依赖解析，并生成结构化研究报告。触发条件：用户提供 GitHub URL 请求研究/分析/整合/对比时，或提供主题关键词请求搜索并研究相关仓库时。

Quellsprache: Chinesisch

bio-temporal-genomics-circadian-rhythms

Detects circadian and ultradian rhythms in time-series omics data using CosinorPy cosinor models, MetaCycle (JTK_CYCLE, ARSER), and RAIN non-parametric tests. Fits cosine models to estimate phase and amplitude, tests rhythmicity significance at pre-specified…

Quellsprache: Englisch

bio-workflows-edna-pipeline

End-to-end eDNA metabarcoding from raw amplicons to community ecology. Covers QC, primer removal, denoising with OBITools3 or DADA2, contamination filtering, taxonomy assignment, Hill number diversity, and constrained ordination. Use when processing…

Quellsprache: Englisch

bio-gene-regulatory-networks-coexpression-networks

Build weighted gene co-expression networks to identify modules of co-regulated genes and relate them to phenotypes using WGCNA and CEMiTool. Detects hub genes and module-trait relationships from bulk or single-cell expression data. Use when finding…

Quellsprache: Englisch

bio-temporal-genomics-periodicity-detection

Discovers periodic signals of unknown period in time-series omics data using Lomb-Scargle periodograms (scipy), autocorrelation, and wavelet time-frequency decomposition (pywt). Identifies dominant frequencies, handles irregularly sampled data, and detects…

Quellsprache: Englisch

bio-workflows-timecourse-pipeline

End-to-end time-course analysis from expression matrix to temporal patterns and enrichment. Covers temporal DE, Mfuzz soft clustering, optional rhythm detection, GAM trajectory fitting, and per-cluster pathway enrichment. Use when analyzing bulk time-series…

Quellsprache: Englisch

bio-temporal-genomics-trajectory-modeling

Models continuous temporal trajectories from bulk or time-resolved omics data using generalized additive models (mgcv), spline regression, and changepoint detection (segmented, ruptures). Fits smooth gene expression curves and tests trajectory differences…

Quellsprache: Englisch

bio-ecological-genomics-biodiversity-metrics

Calculates species richness, diversity, and turnover using the Hill number framework with iNEXT coverage-based rarefaction/extrapolation, asymptotic diversity estimation, and beta diversity partitioning (betapart turnover vs nestedness). Compares assemblages…

Quellsprache: Englisch

bio-microbiome-diversity-analysis

Alpha and beta diversity analysis for microbiome data. Calculate within-sample richness, evenness, and between-sample dissimilarity with phyloseq and vegan. Use when comparing community composition across samples or testing for group differences in microbiome…

Quellsprache: Englisch

bio-differential-expression-timeseries-de

Analyze time-series RNA-seq data using limma voom with splines, maSigPro, and ImpulseDE2. Identify genes with dynamic expression patterns. Use when analyzing time-series or longitudinal expression data.

Quellsprache: Englisch

bio-ecological-genomics-conservation-genetics

Assesses genetic health of populations for conservation using effective population size estimation (GONE2 for recent Ne trajectory, NeEstimator for contemporary Ne, Stairway Plot 2 and PSMC for historical Ne), F-statistics (hierfstat), runs of homozygosity…

Quellsprache: Englisch

bio-gene-regulatory-networks-differential-networks

Compare gene regulatory and co-expression networks between biological conditions to identify rewired regulatory relationships using DiffCorr. Detects gained, lost, and reversed gene-gene correlations between conditions. Use when comparing co-expression…

Quellsprache: Englisch

bio-ecological-genomics-species-delimitation

Delimits species boundaries from molecular data using distance-based (ASAP), tree-based (bPTP, GMYC), and coalescent (BPP) methods. Compares multiple delimitation results with delimtools. Use when delineating putative species from DNA barcoding data,…

Quellsprache: Englisch

bio-temporal-genomics-temporal-grn

Infers dynamic gene regulatory networks from bulk time-series expression data using Granger causality (statsmodels), dynGENIE3 (Extra-Trees on ODE-derived expression derivatives), and dynamic Bayesian networks (bnlearn). Identifies time-delayed regulatory…

Quellsprache: Englisch

bio-ecological-genomics-edna-metabarcoding

Processes environmental DNA metabarcoding data from raw amplicon reads to species occurrence tables using OBITools3, DADA2, and taxonomic assignment against BOLD, MIDORI2, or MitoFish databases. Handles COI, 12S, rbcL, and ITS barcode regions with primer…

Quellsprache: Englisch

bio-ecological-genomics-landscape-genomics

Tests genotype-environment associations and identifies loci under local adaptation using LFMM2 (LEA), pcadapt outlier detection, OutFLANK Fst-based selection scans, and redundancy analysis. Detects adaptive genetic variation correlated with environmental…

Quellsprache: Englisch

authoring-dags

Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.

Quellsprache: Englisch

checking-freshness

Quick data freshness check. Use when the user asks if data is up to date, when a table was last updated, if data is stale, or needs to verify data currency before using it.

Quellsprache: Englisch

tracing-downstream-lineage

Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies, or needs to assess change risk before modifying a table or DAG.

Quellsprache: Englisch

human-checkpoint

Record a human sign-off at a declared checkpoint (tick `Approve C*` in `DECISIONS.md`) so the pipeline can resume. **Trigger**: approve checkpoint, human approval, sign off, HITL, Approve C2, 审批, 签字, 人类检查点. **Use when**: A unit has `owner=HUMAN` and is…

Quellsprache: Englisch

pipeline-router

Select the most appropriate pipeline for a user goal, lock it in `PIPELINE.lock.md`, and route checkpoint questions into `DECISIONS.md`. **Trigger**: pipeline router, choose pipeline, workflow selection, PIPELINE.lock.md, 选择流程. **Use when**: 用户目标/交付物不清晰，需要在…

Quellsprache: Englisch

sf-deploy

Comprehensive Salesforce DevOps automation using sf CLI v2. Use when deploying metadata, managing scratch orgs, setting up CI/CD pipelines, or troubleshooting deployment errors.

Quellsprache: Englisch

manuscript-ingest

Ingest a submitted manuscript into plain text (`output/PAPER.md`) so downstream review skills can extract claims with source pointers. **Trigger**: ingest paper, manuscript text, provide paper, paper.md, 输入论文, 导入稿件, 审稿输入. **Use when**: You are running the…

Quellsprache: Englisch

idea-shortlist-curator

Converge a brainstorm pool into a research-grade shortlist via select→evaluate→subset→fuse, writing `output/IDEA_SHORTLIST.md`. **Trigger**: idea shortlist, curate ideas, select ideas, 选题, 收敛, 选段融合, shortlist. **Use when**: you already have an Idea Pool and…

Quellsprache: Englisch

deliverable-selfloop

Self-loop a deliverable until it is publishable by the pipeline standard: diagnose -> fix -> re-check, and write a PASS/FAIL report. **Trigger**: self loop, self-loop, polish deliverable, quality gate, fix-on-fail, 收敛, 自循环, 质量门. **Use when**: A pipeline has…

Quellsprache: Englisch

idea-pool-expander

Generate a large, structured brainstorm pool (60-90) for ideation and write it into `output/IDEA_SHORTLIST.md`. **Trigger**: idea pool, brainstorm pool, expand ideas, 发散, 头脑风暴, idea candidates. **Use when**: you have a core set + taxonomy map and want to…

Quellsprache: Englisch

airflow

Manages Apache Airflow operations including listing, testing, running, and debugging DAGs, viewing task logs, checking connections and variables, and monitoring system health. Use when working with Airflow DAGs, pipelines, workflows, or tasks, or when the…

Quellsprache: Englisch

debugging-dags

Comprehensive DAG failure diagnosis and root cause analysis. Use for complex debugging requests requiring deep investigation like "diagnose and fix the pipeline", "full root cause analysis", "why is this failing and how to prevent it". For simple debugging…

Quellsprache: Englisch

sf-ai-agentscript

Agent Script DSL development skill for Salesforce Agentforce. Enables writing deterministic agents in a single .agent file with FSM architecture, instruction resolution, and hybrid reasoning. Covers syntax, debugging, testing, and CLI deployment.

Quellsprache: Englisch

research-pipeline-runner

Run this repo’s Units+Checkpoints research pipelines end-to-end (survey/综述/review/调研/教程/系统综述/审稿), with workspaces + checkpoints. **Trigger**: run pipeline, kickoff, 继续执行, 自动跑, 写一篇, survey/综述/review/调研/教程/系统综述/审稿. **Use when**: 用户希望端到端跑流程（创建…

Quellsprache: Englisch