Phase 1 — Market research and idea discovery via store top charts and competitor analysis.
Use when before constructing a DESeqDataSet from count data or tximport output, when you have raw RNA-seq samples that need to be annotated with experimental conditions, treatment…
Use when you have paired scATAC-seq and scRNA-seq data from the same cells (multiome experiment) and want to perform integrated analysis that leverages both chromatin…
Compute the bacterial pan-genome from Prokka/Bakta GFF3 annotations with Roary's CD-HIT + BLAST + MCL clustering pipeline.
Use when building Roblox vehicles, ragdolls, projectiles, elevators, constraints, forces, or other physics-driven gameplay.
Use when after drift correction of LC-MS peak intensity data, when you need to identify metabolic features with excessive internal spread (within-group variability in QC samples)…
Rock physics and AVO analysis workflow from well log preparation through elastic property calculation, fluid substitution, AVO modelling, and synthetic seismogram generation.
Use when the credibility core of a Review of Finance (RoF) manuscript is the bottleneck — causal identification for empirical finance (DID, IV, RDD, event study, natural…
Für Roh-Research zu Essay: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Web page fetching and crawling for AI agents. Extract content from URLs for research, documentation, and competitive analysis.
HV (Horizontal-Vertical) Analysis deep research skill for products, companies, concepts, technologies, or people.
Invoke when comparing models or prompts and you want evidence, not a vibe check — choosing a model for a task (opus vs sonnet vs haiku; Claude vs Codex vs Gemini), A/B testing…
Alpine and Debian QEMU VMs for protocol testing, fuzzing, and network experiments
Use when metrics drop or spike unexpectedly - systematically investigates using 4-dimension segmentation (People, Geography, Technology, Time), intrinsic vs extrinsic factors, and…
Use when you have CDF-format mass spectrometry imaging files from plant roots with accompanying MATLAB workspace files (.mat), and your research goal is to reproduce linear-axis…
Pick the right root-cause method (5 Whys / Fishbone / dependency mapping / Current Reality Tree) for a problem statement based on typology and stakes, and tag each atomic claim as…
Specialized research and analysis prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output) for data analysis, policy research, systematic…
Use when performing statistical unfolding for an ATLAS cross-section measurement: building a response matrix from MC, applying Bayesian iterative unfolding (RooUnfoldBayes), SVD…
Expert guidance for ROS 2 (Jazzy) development in Python (rclpy) and C++ (rclcpp). Use whenever the user works with ROS 2 nodes, topics, services, actions, QoS, parameters,…
Unified consciousness simulation with Orchestrator-based architecture: K.I.R.A. activates via unified_state → TRIAD operates tool gating → Tool Shed executes → Thought Process…
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
Use after /rpi-research when you want an interactive, gated plan-creation flow. Interactive: presents understanding, design options, phase outline, then draft — each gated on user…
Use when starting the RPI flow and you want to deeply understand a question, system, or feature by reading the codebase before planning.
Build airtight Recognition of Prior Learning (RPL) applications that map professional experience to university learning outcomes.
Explain the rpm plugin and list its commands. Use when the user asks what rpm is, how /rpm works, which rpm commands are available, or needs an overview of the session-lifecycle /…
Gathers and filters information systematically. Applies scanning, focusing, filtering, triangulating, monitoring, and synthesizing modes to build accurate situational awareness.
Use when designing or auditing the experimental campaign for an RSS (Robotics: Science and Systems) paper — hypothesis-shaped robot experiments, trial protocols and per-condition…
Interact with R and RStudio environments for scientific research tasks including creating projects, running analyses, managing dependencies, and generating publication-quality…
Draft focused applications under India's Right to Information Act, 2005 for identifiable existing records held or controlled by the correct public authority.
Use when stuck on a problem — structured debugging: rubber duck, web research, AI consultation, then escalate.
Orchestrate multiple specialized agents or agent roles for a project. Use when the user says "rudhra swarm", "spin multiple agents", "orchestrate agents", "parallel agents",…
Maps rulesync feature implementations to upstream coding-agent documentation. Use when evaluating rulesync issues, comparing any coding-agent client with rulesync source…
Sustained metric-improvement loop with atomic commits, auto-rollback, and experiment logging. Iterates with specialist agents, commits atomically, auto-rolls back on regression.
Use COG to onboard a markdown-based second brain with agent skills for braindumps, briefs, reviews, research, product work, and verifier-backed workflows.
Use Aut Sci Write to let an agent search scholarly sources, download papers, extract PDF evidence, sync Zotero citations, and produce review or presentation artifacts.
Guide literature review, experiment tracking, evidence records, result reporting, and paper-writing work through a structured research-agent workflow.
Use claude-code-my-workflow when a research task needs a Claude Code workflow for papers, slides, data analysis, or replication packages with specialist-agent review and…
Use Notebook Intelligence to add chat, inline edit, autocomplete, MCP tools, Claude Code mode, and coding-agent launchers directly inside JupyterLab.
Use ASO Skills to run repeatable App Store keyword research, metadata optimization, competitor analysis, and growth planning from an agent session.
Use GPT Researcher to plan, gather, source, and assemble cited web or local research reports through a repeatable agent workflow.
Use bioSkills to give an agent domain-specific bioinformatics procedures, tool choices, and guardrails for omics analysis workflows.
Bind a research profile to a FAROS blueprint and execute an AutoResearch chain from idea generation through experiment scaffolding, paper drafting, and reviewer simulation.
Design and run chaos experiments using Litmus or Chaos Mesh. Test system resilience via controlled fault injection, validate hypothesis-driven tests, improve failure recovery.
Build, run, and verify the cim-cac-maxcut-g22 Ising-machine MAX-CUT solvers (CIM / CAC / SB / SA) and the dated parallel-tempering (PT) experiment modules.
Turn Claude Code into a command-driven workflow surface for research, planning, implementation, testing, and review instead of steering every step ad hoc.
Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search…
Use to keep research a habit, not a phase — small weekly touchpoints with real users, structured as an opportunity-solution tree, with every belief paired to the cheapest test…
Use eCommerce-Skills to give compatible agents plain-text workflows for product research, listing optimization, review analysis, pricing, marketing, supply-chain checks, and…
Deploy and run ML experiments on local or remote GPU servers. Use when user says \"run experiment\", \"deploy to server\", \"\u8dd1\u5b9e\u9a8c\", or needs to launch trai — from…
Deploy and run ML experiments on local or remote GPU servers. Use when user says \"run experiment\", \"deploy to server\", \"\u8dd1\u5b9e\u9a8c\", or needs to launch trai — from…
Use Academic Research Skills to guide Claude Code through research planning, literature review, drafting, review, revision, citation checks, and publication preparation.
Run the post-award research loop — provision tools, build the method, run experiments, and verify every number — then stop at gate G4 "accept results?".
Use Local Deep Research to run private agentic research passes across web, academic, and local document sources with citations and an encrypted knowledge base.
Use DeerFlow to orchestrate subagents, memory, sandboxes, tools, and skills for supervised research, coding, and creation tasks that take minutes to hours.
Install reusable Codex or Claude Code skill bundles for Nature-style manuscript polishing, academic writing, citations, paper reading, response drafting, data handling, slides,…
Submit a training job to the Databricks GPU cluster, wait for results, and pull MLflow metrics back locally.
Step of the run-organic-social playbook: turns the audit, research and dated moments into a two-week grid of empty post slots. Run run-organic-social instead; not for direct use.
Researches how one social platform works right now from dated sources (what gets reach, formats rising and fading, how small accounts get seen, recent changes) and finds what is…