Research and recommend an MVP deployment platform by combining tech-stack context, a short developer interview, and parallel web research scored against five agent-friendly…
TAM/SAM/SOM 시장분석, 경쟁자 비교, 타겟 페르소나, SWOT를 포함한 research.md를 작성합니다. 사용자가 '리서치', '시장조사', '경쟁분석'을 언급할 때 사용하세요.
나만의 Claude 에이전트를 4단계 인터뷰(Plan → Research → Do → Check)로 만들어줍니다. 비개발자도 코딩 없이 맞춤형 CLAUDE.md를 자동 생성할 수 있습니다.
Manage the beads backlog for this project. Use when the user wants to review or triage open issues, reprioritize the backlog, identify obsolete issues to close, investigate a…
현재 세션의 조사/분석/연구/평가 결과를 Obsidian vault ($VAULT_ROOT/001-INBOX/)에 한국어 마크다운 문서로 저장. frontmatter 자동 생성, vis hybrid search로 Related Notes 자동 추가. 외부 URL/YouTube 요약은 범위 밖.
CC CLI version upgrade impact analysis — research changes, analyze bkit impact, generate report. Triggers: cc-version-analysis, CC upgrade, version analysis, CC 버전 분석, 버전 영향.
Multi-agent planning workflow using Agent Teams. Combines brainstorm, research, validation, synthesis, shatter assessment, forge enrichment, and review into a single orchestrated…
Searches and retrieves documents from free public sources using automated browser navigation. Use when research needs primary source documents like court filings, government…
Research how to implement a phase (standalone - usually use /gsd-plan-phase instead)
Advise on quantitative and qualitative research methodology — design, sampling, validity, reliability, measurement, ethics, analysis plan, and — mandatory in every methodology…
Create conceptual paper visuals, system diagrams, pipeline illustrations, cover-style research art, and non-numeric figure concepts.
Creates structured multi-file implementation plans before build. Scope-aware: trivial tasks exit early, simple tasks get fast plans, complex tasks get full research + phase files…
Research how to implement a phase (standalone - usually use /qsd-plan-phase instead)
Design a direct, conceptual, or generalization replication of a published study. Walks through identifying the target effect, extracting the original design with enough fidelity…
Generate, sharpen, and pressure-test research ideas — research questions, hypotheses, study angles, novel contributions, and contrarian framings.
Research how to implement a phase (standalone - usually use /gsd:plan-phase instead)
Conducts investigative-grade research with primary source analysis, cross-verification, and trial-level depth.
Researches personal backgrounds, interviews, motivations, and humanizing details. Use when research needs biographical context about people involved in the album's subject.
Researches SEC filings, earnings calls, analyst reports, and market data. Use when the album subject involves financial crimes, corporate stories, or market events.
Researches DOJ/FBI/SEC press releases, agency statements, and government sources. Use when research needs official government records or agency documentation.
Researches archives, contemporary accounts, and timeline reconstruction. Use when the album subject involves historical events that need primary source verification.
Researches investigative articles, interviews, and news coverage. Use when research needs journalistic sources for cross-referencing or additional context.
Researches court documents, indictments, plea agreements, and sentencing records. Use when the album subject involves legal proceedings or criminal cases.
Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.
Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.
Performs quality control, citation validation, and fact-checking before human review. Use after research is complete to verify all sources and claims before production.
Check package name availability across registries (npm, PyPI, crates.io, RubyGems, NuGet, Hex, pub.dev, Homebrew, Docker Hub, CocoaPods, and 19 more).
Orchestrate multi-agent development sprints with wave-based parallelism. Use when the user wants to plan a swarm sprint, partition work into file-disjoint waves, map file…
Turn a paper (or several, a thesis, a body of work) into an academic talk — outline, per-slide content, speaker notes, opening hook, single take-home message, backup slides for…
Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements in {{engine_name}} projects.
This skill should be used when the user asks to 'research package', 'package intel', 'what does [npm-pkg] do', 'add package to knowledge graph', 'enrich [pkg]', when adding…
This skill should be used when the user asks to 'research person', 'person intel', 'people intel', 'who is [person]', 'who created [project]', 'who maintains [package]', 'add…
This skill should be used when the user asks to 'triage unsorted bookmarks', 'clean up raindrop inbox', 'sort unsorted', 'organize bookmarks', 'raindrop triage', 'process bookmark…
This skill should be used when the user asks to "research a topic", "run-research", "last30", "what's happening with X", "what are people saying about X", "find the best X", "X…
This skill should be used when the user asks to 'research a homebrew formula', 'brew intel', 'what does [brew-tool] do', 'research a cask', 'cask intel', 'what does [cask] do',…
Refine and enhance an existing feature plan for the current {{engine_name}} project. Re-analyzes TASKS.md and PLAN-BRIEF.md, checks for gaps, missing tasks, wrong dependencies,…
Apply crisis decision-making research to agent routing, uncertainty triage, and coordination failure analysis in time-pressured systems.
Prepare manuscripts following APA, ASA, or discipline-specific guidelines with proper reporting standards and peer review navigation
Use the AgentD workflow to mine evidence, design molecules, and rank candidates with SAR plus ADMET annotations for early drug discovery tasks.
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md.
Use when configuring artifacts for inter-job data passing or caching for faster builds. Covers cache strategies and artifact management.
Extract, translate and save arXiv CS.CV papers for a specific date. Use when user asks to fetch arXiv papers, download paper lists, extract CV papers, translate paper titles to…
Use when summoning Rune agents, when encountering "agent not found" errors, when selecting which review agents to use, or when checking agent capabilities and tools.
Aspen Plus integration skill for steady-state process simulation, thermodynamic modeling, and equipment rating
Use when applying Atomic Design methodology to organize UI components into quarks, atoms, molecules, organisms, templates, and pages. Core principles and hierarchy.
Use when creating page layouts without real content. Templates define the skeletal structure of pages using organisms, molecules, and atoms.
Statistical and non-statistical audit sampling skill with sample size determination and evaluation
AutoDock molecular docking skill for small molecule binding prediction and virtual screening
Design consultation: understands your product, researches the landscape, proposes a complete design system (aesthetic, typography, color, layout, spacing, motion), and ge — from…
Generate alignment statistics using samtools flagstat, stats, depth, and coverage. Use when assessing alignment quality, calculating coverage, or generating QC reports.
Align CLIP-seq reads to the genome with crosslink site awareness. Use when mapping preprocessed CLIP reads for peak calling. — from bg-szy/TOP-SKILLS
Detect horizontal gene transfer events using HGTector, compositional analysis, and phylogenetic incongruence methods.
Analyze genome collinearity and syntenic blocks using MCScanX, SyRI, and JCVI for comparative genomics.
Create circular genome visualizations with Circos and pyCircos. Display multi-track data including ideograms, genes, variants, CNVs, and interaction arcs.
Generate genome browser visualizations using pyGenomeTracks or IGV batch scripting for publication figures.
Create genome browser-style visualizations showing multiple data tracks (coverage, peaks, genes) using pyGenomeTracks, Gviz, and IGV.
Designs experiments to minimize and account for batch effects using balanced layouts and blocking strategies.
Applies multiple testing correction methods including FDR, Bonferroni, and q-value for genomics data.
Calculates statistical power and minimum sample sizes for RNA-seq, ATAC-seq, and other sequencing experiments.
Estimates required sample sizes for differential expression, ChIP-seq, methylation, and proteomics studies.