⌕Science & discovery
Default entry point for any research request — a hybrid router that classifies the question deterministically and either delegates to a specialist research skill (pulse for trends/sentiment, grants for NIH funding, litreview for academic literature, syllabus for course reading, patent for prior-art + IP landscape, dossier for entity research, deepread for evidence-first…
↗Finance & analysis
Managing the money for an internal R&D program or portfolio — building a multi-period program budget with the F&A (indirect) split, tracking burn rate and runway against value-inflection milestones, or routing R&D cost items to a capitalize-vs-expense determination.
⌕Science & discovery
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
⌕Science & discovery
Compile current scholarly evidence for a scientific manuscript or research brief.
⌕Science & discovery
Planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user research.
↗Product & strategy
Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation.
↗Sales & customers
Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization.
↗Marketing & growth
Help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.
↗Product & strategy
An RFP, RFI, RFQ, security questionnaire, vendor questionnaire, or proposal request arrives and the team needs a structured response — parsing multi-section buyer-dictated requirements (MANDATORY vs WEIGHTED vs NICE-TO-HAVE), building a Shipley-method proof-point matrix mapping each requirement to a verifiable proof point, articulating 3-5 win-themes that ladder up across…
▦Operations & compliance
Medical device risk management specialist implementing ISO 14971 throughout product lifecycle.
↗Product & strategy
Preparing roadmap narratives, release notes, changelogs, or stakeholder updates tailored for executives, engineering teams, and customers.
▦Planning & productivity
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".
⌕Science & discovery
Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API.
⌘Software engineering
One-shot lifecycle command that chains init → baseline → spawn → eval → merge in a single invocation.
⌘AI agents & automation
Phase 4 of building a Claude Managed Agent — make it run without you. Turn a graded agent into a recurring scheduled deployment (POSIX-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned roadmap.
⌘Software engineering
Generate operational runbooks from a service name — deployment, incident response, maintenance, and rollback workflows.
▦Mentoring
Interpret SaaS revenue and customer metrics, including recurring revenue, churn, retention, and acquisition costs.
↗Product & strategy
Generates complete, production-ready SaaS project boilerplate including authentication, database schemas, billing integration, API routes, and a working dashboard using Next.js 14+ App Router, TypeScript, Tailwind CSS, shadcn/ui, Drizzle ORM, and Stripe.
↗Marketing & growth
Create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts.
↗Sales & customers
Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering.
⌘Software engineering
Reference BASIC-tier skill used as a fixture by skill-tester. Counts words and characters and applies basic text transformations.
⌕Science & discovery
Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, visualization, and converting R-friendly single-cell formats such as Seurat or SingleCellExperiment RDS files into h5ad for Scanpy.
↗Product & strategy
Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all business functions simultaneously.
↗Marketing & growth
Add, fix, or optimize schema markup and structured data on their site.