Browse Skills — Page 248

rna-quantification-alignment-free-quant

swaruplab/operon

Quantify transcript expression using pseudo-alignment with Salmon or kallisto. Use when quantifying transcripts with Salmon or kallisto.

rna-quantification-count-matrix-qc

swaruplab/operon

Quality control and exploration of RNA-seq count matrices before differential expression. Check for outliers, batch effects, and sample relationships. Use when assessing count matrix quality before DE analysis.

rna-quantification-featurecounts-counting

swaruplab/operon

Count reads per gene from aligned BAM files using Subread featureCounts. Use when processing BAM files from STAR/HISAT2 to generate gene-level counts for DESeq2/edgeR.

rna-quantification-tximport-workflow

swaruplab/operon

Import transcript-level quantifications from Salmon/kallisto into R for gene-level analysis with DESeq2/edgeR using tximport or tximeta. Use when importing transcript counts into R for DESeq2/edgeR.

rna-structure-ncrna-search

swaruplab/operon

Searches for non-coding RNA homologs and classifies RNA families using Infernal covariance model searches against the Rfam database. Identifies structured RNAs by sequence and secondary structure conservation. Use when querying sequences against Rfam, building custom covariance models for novel RNA families, or classifying non-coding transcripts by family.

rna-structure-secondary-structure-prediction

swaruplab/operon

Predicts RNA secondary structures using minimum free energy folding and partition function analysis with ViennaRNA (RNAfold, RNAalifold, RNAcofold). Computes base-pair probabilities, centroid structures, and consensus structures from alignments. Use when predicting RNA folding, evaluating structural stability, or comparing structures across homologs.

rna-structure-structure-probing

swaruplab/operon

Analyzes experimental RNA structure probing data from SHAPE-MaP and DMS-MaPseq experiments using ShapeMapper2. Converts mutation rates to per-nucleotide reactivity profiles that constrain structure prediction. Use when processing SHAPE-MaP or DMS-MaPseq sequencing data to obtain experimental RNA structure information.

rna-velocity-agent

swaruplab/operon

AI-powered RNA velocity analysis for predicting cellular state transitions, differentiation trajectories, and dynamic gene regulation from single-cell RNA sequencing data.

rnacentral-skill

openai/plugins

Submit compact RNAcentral API requests for RNA entry browsing, single-entry lookup, and cross-reference retrieval. Use when a user wants concise RNAcentral summaries

rnaseq-qc

swaruplab/operon

RNA-seq specific quality control including rRNA contamination detection, strandedness verification, gene body coverage, and transcript integrity metrics. Use when validating RNA-seq libraries before differential expression analysis.

rnw-integration

microsoft/react-native-windows

Automate React Native Windows integration with upstream React Native nightly versions. Use when: upgrading RNW to a newer React Native nightly, finding target nightly versions, preparing integration PRs, updating package dependencies.

roadmap

jezweb/claude-skills

Plan and execute entire application builds. Generates phased delivery roadmaps, then executes them autonomously — phase by phase, committing at milestones, deploying, testing, and continuing until done or stuck. Modes: plan (generate roadmap), start (begin executing), resume (continue from where you left off), status (show progress). Triggers: 'roadmap', 'start building', 'resume the build', 'keep going', 'build the whole thing', 'execute the roadmap', 'what phase are we on'.

roadmap-backcast

lyndonkl/claude

Plans backward from a fixed goal or deadline to the present, identifying required milestones, dependencies, critical path, and feasibility constraints to transform aspirational targets into actionable sequenced plans. Use when planning with fixed deadlines, working backward from future goals, mapping critical path, or when user mentions "backcast", "work backward from", "reverse planning", "we need to launch by", "target date is", or "what needs to happen to reach".

roadmap-communication

borghei/Claude-Skills

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roadmap-communicator

alirezarezvani/claude-skills

Use when preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.

roadmap-generator

alirezarezvani/claude-cto-team

Generate phased implementation roadmaps with Epic/Story/Task breakdown, effort estimates, and validation checkpoints. Use when cto-architect needs to create actionable technical roadmaps from architecture designs.

roadmap-manager

modu-ai/cowork-plugins

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roadmap-narrative

mohitagw15856/pm-claude-skills

Transform a prioritised initiative list into a compelling strategic roadmap narrative. Use when asked to write a roadmap narrative, explain the product roadmap to non-technical stakeholders, connect roadmap items to company goals, or produce an exec-shareable roadmap story. Produces a themed narrative with strategic context, quarter progression arc, an executive summary, and a 'what's not on the roadmap' section.

roadmap-planning

deanpeters/Product-Manager-Skills

Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.

roadmap-presentation

mohitagw15856/pm-claude-skills

Create structured roadmap presentations calibrated to any audience. Use when asked to build a product roadmap, present roadmap to leadership, create a roadmap slide, or communicate quarterly plans to execs, teams, or customers. Produces an audience-calibrated Now/Next/Later roadmap with strategic context, initiative tables, success metrics, and explicit deprioritisation rationale.

roadmap-prioritisation

Significant-Gravitas/skills-catalog

Rank candidate work with a stated method, shown inputs, and marked guesses.

roadmap-update

anthropics/knowledge-work-plugins

Update, create, or reprioritize your product roadmap. Use when adding a new initiative and deciding what moves to make room, shifting priorities after new information comes in, moving timelines due to a dependency slip, or building a Now/Next/Later view from scratch.

roadmap-with-file

catlog22/Claude-Code-Workflow

Strategic requirement roadmap with iterative decomposition and issue creation. Outputs roadmap.md (human-readable, single source) + issues.jsonl (machine-executable).

roadrunner-asset-mapping

matlab/matlab-agentic-toolkit

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roadrunner-build-scenario-from-osc

matlab/matlab-agentic-toolkit

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roadrunner-convert-lanelet2-to-rrhd

matlab/matlab-agentic-toolkit

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roadrunner-core

matlab/matlab-agentic-toolkit

Foundation skill for all RoadRunner workflows: MATLAB path setup, connection, project/scene/scenario lifecycle, world settings, handle management, status, and close. Use when connecting to RoadRunner, managing projects/scenes/scenarios, setting world origin, checking status, closing RoadRunner, or when any downstream RoadRunner skill needs initialization.

roadrunner-import-scene

matlab/matlab-agentic-toolkit

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roadrunner-rrhd-authoring

matlab/matlab-agentic-toolkit

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roadrunner-scenario-authoring

matlab/matlab-agentic-toolkit

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roadrunner-scenario-simulating

matlab/matlab-agentic-toolkit

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roary-pangenome

jaechang-hits/SciAgent-Skills

Compute the bacterial pan-genome from Prokka/Bakta GFF3 annotations with Roary's CD-HIT + BLAST + MCL clustering pipeline. Builds gene presence/absence matrices, core/soft-core/shell/cloud partitions, multi-FASTA core gene alignments (with `-e`), and a pan-genome reference. Use Panaroo for higher-accuracy pan-genomes from highly fragmented assemblies, PIRATE for paralog-aware clustering, or PPanGGOLiN for graph-based partitioning.

roast

alirezarezvani/claude-skills

Use when someone asks to roast an idea, pressure-test or stress-test an idea, validate a business idea, "convene the panel", get a brutal second opinion before building something, or says "/roast". Spins up a 5-angle panel (Critic, Champion, Analyst, Investigator, Customer) that attacks the idea from every angle, then a Judge returns one GO / RESHAPE / KILL verdict with the cheapest test to de-risk it.

robin-getting-started

Significant-Gravitas/skills-catalog

Use on the first chat with Robin, or whenever their memory has no support preferences yet: learn how the desk runs — channels, SLAs, policies, approval limits, escalation paths — and work one real case.

robius-app-architecture

diegosouzapw/awesome-omni-skills

Robius App Architecture Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-app-architecture-v2

diegosouzapw/awesome-omni-skills

Robius App Architecture Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-event-action

diegosouzapw/awesome-omni-skills

Robius Event and Action Patterns Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-event-action-v2

diegosouzapw/awesome-omni-skills

Robius Event and Action Patterns Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-matrix-integration

diegosouzapw/awesome-omni-skills

Robius Matrix SDK Integration Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-matrix-integration-v2

diegosouzapw/awesome-omni-skills

Robius Matrix SDK Integration Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-state-management

diegosouzapw/awesome-omni-skills

Robius State Management Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-state-management-v2

diegosouzapw/awesome-omni-skills

Robius State Management Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-widget-patterns

diegosouzapw/awesome-omni-skills

Robius Widget Patterns Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

robius-widget-patterns-v2

diegosouzapw/awesome-omni-skills

Robius Widget Patterns Skill workflow skill. Use this skill when the user needs | and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

roborev-design-review

obra/dotfiles

Request a design review for a commit and present the results

roborev-design-review-branch

obra/dotfiles

Request a design review for all commits on the current branch and present the results

roborev-fix

obra/dotfiles

Use when the user asks to fix open failing reviews, invokes /roborev-fix, or provides job IDs; do not use when the user only pastes review findings with no request to discover or close reviews

roborev-refine

obra/dotfiles

Iterative review-fix loop for the current branch — reviews via daemon, fixes inline, re-reviews until passing or max iterations reached

roborev-respond

obra/dotfiles

Add a comment to a roborev code review and close it

roborev-review

obra/dotfiles

Request a code review for a commit and present the results

roborev-review-branch

obra/dotfiles

Request a code review for all commits on the current branch and present the results

robots-txt

kostja94/marketing-skills

When the user wants to configure, audit, or optimize robots.txt. Also use when the user mentions "robots.txt," "crawler rules," "block crawlers," "AI crawlers," "GPTBot," "allow/disallow," "disallow path," "crawl directives," "user-agent," "block Googlebot," "fix robots.txt," "robots.txt blocking," or "search engine crawling." For indexing, use indexing.

robustness-design

yogsoth-ai/de-anthropocentric-research-engine

Design experiments to identify failure boundaries and robustness limits

robustness-scoring

yogsoth-ai/de-anthropocentric-research-engine

Compute robustness index across scenarios with sensitivity analysis

robustness-testing

yogsoth-ai/de-anthropocentric-research-engine

Test conclusion robustness via multi-model convergence — enumerate assumptions, generate alternatives, compare results, flag fragile conclusions.

robustness-under-uncertainty

yogsoth-ai/de-anthropocentric-research-engine

Select portfolios that perform well across multiple future scenarios using Minimax regret, Robust optimization, Scenario planning, and Info-gap methods.

rocket

TerminalSkills/skills

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rocketlane-automation

ComposioHQ/awesome-claude-skills

"Automate Rocketlane tasks via Rube MCP (Composio). Always search tools first for current schemas."

rocm-kernels

huggingface/kernels

Provides guidance for writing and benchmarking optimized Triton kernels for AMD GPUs (MI355X, R9700) on ROCm, targeting HuggingFace diffusers (LTX-Video, SD3, FLUX) and transformers. Core kernels: RMSNorm, RoPE 3D, GEGLU, AdaLN. Includes XCD swizzle, autotune, diffusers integration patterns, and LTX-Video pipeline injection.

roi-analysis

aAAaqwq/AGI-Super-Team

Use when calculating marketing ROI on Xiaohongshu, measuring campaign return on investment, analyzing cost per acquisition, evaluating marketing spend efficiency, or proving marketing value to stakeholders

roi-calculator

aaron-he-zhu/aaron-marketing-skills

Use when the user asks to "calculate influencer ROI", "prove campaign value", or "what was our ROAS"; produces direct ROI/ROAS, earned media value, attribution-modeled revenue, LTV-based ROI, and a stakeholder-ready summary. Not for building the full slide/written report — use report-generator.

roku

bergside/awesome-design-skills

App dashboard with purple-themed aesthetic, top-bar navigation, card-based layouts, and developer-first workflows.

role-based-ideation

yogsoth-ai/de-anthropocentric-research-engine

Role-play as reviewer/practitioner/theorist/novice/competitor to generate diverse perspectives on a solution.

role-definitions

microsoft/amplifier-bundle-routing-matrix

Detailed model routing role definitions, decision flowchart, model tier grid, and fallback chain best practices. Load when authoring agents or debugging model routing.

role-dsl

SteelMorgan/1c-agent-based-dev-framework

JSON DSL для генерации ролей 1С с правами доступа к объектам метаданных. Используй при role compile и редактировании Rights.xml через xml-gen-cli.

role-intake-and-job-description

Significant-Gravitas/skills-catalog

Turn a hiring need into a plain job description based on outcomes, job-related evidence, and approved terms.

role-intake-and-scorecard

Significant-Gravitas/skills-catalog

Use when a new role opens or a req needs rescoping: agree a checkable role scorecard and hiring plan with the hiring manager before any posting or sourcing.

role-switch

lyndonkl/claude

Analyzes decisions from multiple stakeholder perspectives (engineering, product, legal, finance, users) to uncover blind spots, surface tensions, and synthesize alignment paths with explicit tradeoffs. Use when stakeholders have conflicting priorities, need to pressure-test proposals, build cross-functional empathy, or when user mentions "what would X think", "stakeholder alignment", "see from their perspective", "blind spots", or "conflicting interests".

roll-forward

anthropics/financial-services

Build a roll-forward schedule for a balance-sheet account — beginning balance plus activity less reversals equals ending balance, with each component tied to GL. Use for month-end close packages and audit support.

rollback

popup-studio-ai/bkit-claude-code

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rolldown

TerminalSkills/skills

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rolle-anbieter-pruefen-art-3-nr-3

Klotzkette/claude-fuer-deutsches-recht

Entscheidungsbaum: Bin ich Anbieter im Sinne von Art. 3 Nr. 3 KI-VO? Wer entwickelt ein KI-System oder laesst entwickeln und bringt es unter eigenem Namen in Verkehr oder nimmt es in Betrieb. Abgrenzung zu Betreiber Einfuehrer Haendler. Konsequenzen der Anbieter-Rolle.

rolle-betreiber-pruefen-art-3-nr-4

Klotzkette/claude-fuer-deutsches-recht

Entscheidungsbaum: Bin ich Betreiber im Sinne von Art. 3 Nr. 4 KI-VO? Wer ein KI-System in eigener Verantwortung verwendet ausser fuer persoenliche nicht berufliche Taetigkeit. Abgrenzung zu Anbieter und zur persoenlichen Nutzung. Folgen der Betreiber-Rolle.

rollierende-liquiditaetsplanung-24-monate-template

Klotzkette/claude-fuer-deutsches-recht

Rollierende Zweijahres-Liquiditätsplanung: wöchentliche Granularität für Wochen 1-13 und monatliche Granularität für Monate 14-24, Excel-Logik, Stresstests, Sensitivitätsanalysen, StaRUG-konforme Dokumentation.

rollup

partme-ai/full-stack-skills

"Provides comprehensive guidance for Rollup bundler including configuration, plugins, code splitting, tree shaking, and multi-format library bundling. Use when the user asks about Rollup, needs to bundle JavaScript libraries, optimize output with tree shaking, or configure ESM/CJS builds."

obra/Root Cause Tracing

obra/superpowers-skills

Systematically trace bugs backward through call stack to find original trigger

Root Skill

antfu/skills-npm

A skill installed at the workspace root

root-agent

xalgord/xalgorix

Orchestration layer that coordinates specialized subagents for security assessments

root-cause-analysis

rohitg00/skillkit

Performs systematic root cause analysis to identify the true source of bugs, errors, and unexpected behavior through structured investigation phases — not just treating symptoms. Use when a user reports a bug, crash, error, or broken behavior and needs to debug, troubleshoot, or investigate why something is not working; especially for complex or intermittent issues across multiple components. Applies the Five Whys method, hypothesis-driven testing, stack trace analysis, git blame/log evidence gathering, and causal chain documentation to isolate and confirm root causes before applying any fix.

root-cause-drilling

yogsoth-ai/de-anthropocentric-research-engine

Drill from surface symptoms to root causes via 5 Whys, Ishikawa decomposition, and Current Reality Trees. Validates each causal link with literature evidence.

microsoft/root-cause-tracing

microsoft/FluidFramework

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior

bobmatnyc/root-cause-tracing

bobmatnyc/claude-mpm-skills

Systematically trace bugs backward through call stack to find original trigger

root-instructions

microsoft/agentrc

Generate a concise .github/copilot-instructions.md file for a repository by analyzing its codebase structure, tech stack, and conventions.

rootly-automation

ComposioHQ/awesome-claude-skills

"Automate Rootly tasks via Rube MCP (Composio). Always search tools first for current schemas."

rosette-text-analytics-automation

ComposioHQ/awesome-claude-skills

"Automate Rosette Text Analytics tasks via Rube MCP (Composio). Always search tools first for current schemas."

roslyn-analyzers

github/awesome-copilot

Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for DiagnosticAnalyzer, CodeFixProvider, IIncrementalGenerator, IOperation analysis, Microsoft.CodeAnalysis dependency pinning, Roslyn test harnesses, C#/VB tests, and analyzer NuGet packaging.

rote-flaggen-katalog

Klotzkette/claude-fuer-deutsches-recht

Katalog klassischer roter Warnsignale im deutschen Arbeitszeugnis: Formulierungen, die trotz positiv klingendem Wortlaut eine schlechte Beurteilung kodieren. Umfasst alle Note-4- und Note-5-Signale mit Erklärung und Alternativformulierungen.

roughdraft-review

zby/commonplace

Open a Markdown file in Roughdraft for the user to review, wait for Done Reviewing, then respond to the CriticMarkup feedback. Use when the user wants to review, comment on, or annotate a Markdown file (they may call the tool "rd"), and when presenting a plan — write the plan to disk and offer it for review this way.

round-decision

yogsoth-ai/de-anthropocentric-research-engine

Decide whether to continue iterating or stop based on consensus score, round number, and stability.

roundup

github/awesome-copilot

'Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication style for any audience you define.'

roundup-setup

github/awesome-copilot

'Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow.'

route

fabriqaai/specs.md

Analyze project state and route user to the appropriate agent based on current context.

route-lead

anthropics/knowledge-work-plugins

Decide who owns an unrouted lead or opportunity and manage the handoff - deterministic routing by the org's own rules, a routing card the human router accepts or overrides, and drafted handoff notes. Use when the user says "route this lead", "who should own [lead/opp]", "work the routing queue", "assign [company] to a rep", or on a scheduled intake sweep.

route4me-automation

ComposioHQ/awesome-claude-skills

"Automate Route4me tasks via Rube MCP (Composio). Always search tools first for current schemas."

router-act

vercel/next.js

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router-service-platform-change

vllm-project/semantic-router

Modifies router-side API, authz, memory, provider, storage, or runtime service modules outside config, decision, selection, and extproc plugin chains. Use when changing apiserver endpoints, authz or rate-limit policy code, memory or response storage flows, provider adapters, or other router service-platform modules.

routing-calibration-loop

vllm-project/semantic-router

Calibrates routing changes against a live router endpoint with executable probes, local DSL validation, versioned deploys, and structured failure review. Use when tuning signals, projections, decisions, or maintained route examples against a real apiserver.

routing-forms

BuilderIO/agent-native

ChiliPiper-style pre-booking forms that route prospects to the right event type based on their answers.

routing-formulation

NVIDIA/skills

Vehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface.

routing-middleware

openai/plugins

Vercel Routing Middleware guidance — request interception before cache, rewrites, redirects, personalization. Works with any framework. Supports Edge, Node.js, and Bun runtimes. Use when intercepting requests at the platform level.