Skills for your AI
Plans and executes data integration work — cleaning, transforming, merging, deduplicating, normalizing, validating, enriching, quality assessment, and cloud or ML pipeline support. Use when the user brings datasets to clean, convert, join, standardize, validat
Discovers, collects, validates, processes, and reports on data from multiple sources for analysis and decision-making. Use when the user needs data sources found, raw data gathered, datasets quality-checked, data cleaned and merged, or patterns and trends iden
Validates and cleans datasets by checking formats, duplicates, consistency, accuracy, completeness, and integrity, and builds validation scripts and rules. Use when the user asks to reformat data, find or remove duplicates, cross-check fields or sources, verif
Plans and validates cross-provider database migrations by discovering schemas, mapping types, generating schema and data scripts, and producing a migration-plan.md with rollback and downtime estimates. Use when the user requests a database migration plan, sche
Standardizes, analyzes, and clusters molecular datasets with datamol for drug discovery workflows. Use when the user provides SMILES or molecular files and needs parsing, standardization, descriptors, fingerprints, similarity, clustering, scaffold or fragment
Supports M&A work including market research, financial and valuation analysis, due diligence, competitive and synergy analysis, risk and regulatory review, integration planning, negotiation support, target identification, and stakeholder communication. Use whe
Analyzes company debt, builds repayment and restructuring plans, and prepares creditor negotiation scripts and tracking systems. Use when the user needs a debt portfolio breakdown, budget allocation, snowball vs avalanche comparison, consolidation or refinanci
Conduct comprehensive research on any topic. Synthesize information from multiple angles, provide structured analysis, and generate detailed research reports.
Converts BAM files to normalized bigWig coverage tracks and generates QC metrics, heatmaps, and profile plots for NGS experiments. Use when the user provides BAM, bigWig, or BED files and asks for coverage tracks, ChIP/ATAC/RNA-seq QC, correlation or PCA, fing
Plans and tunes email campaigns across segmentation, goals, content, personalization, testing, automation, design, deliverability, list growth, and re-engagement. Use when the user needs email campaign strategy, subject lines, A/B tests, automation workflows,
Improves email deliverability through authentication setup, list hygiene, content and subject line analysis, A/B testing, frequency optimization, sender reputation monitoring, feedback loops, bounce management, ISP throttling, reporting, engagement tracking, t
Installs, configures, and verifies a DeltaChat email channel adapter in a host assistant service, including credentials, invite links, and agent wiring. Use when adding DeltaChat messaging, setting email credentials, generating invite links, wiring DMs or grou
Runs a staged research pipeline from data description through idea, methodology, results, and a publication-ready LaTeX paper draft. Use when the user wants to define datasets and tools, generate a hypothesis, design a methodology, execute analysis, search lit
Deploys code from the current directory to Railway with railway up, covering detach, CI, service-specific, unlinked-project, and subdirectory deploys plus build-failure fixes. Use when the user asks to deploy, ship, or redeploy to Railway, or reports a Railway
Turns interview transcripts, survey results, usability notes, support tickets, and NPS responses into themes, jobs-to-be-done, hypotheses, surprises, and a prioritized backlog. Use when the user provides raw research inputs and asks for synthesis, themes, patt
Researches design trends, analyzes competitors and consumers, and drafts client-ready trend deliverables such as reports, presentations, social content, case studies, branding guides, and blog posts. Use when the user needs trend research, forecasting, competi
Produces user research plans, interview guides, usability tasks, and surveys with bias checks, for owners who will run the research themselves. Use when planning user research, writing interview scripts, reviewing a script for leading questions, designing usab
Analyzes recent coding chat history to surface skill gaps and improvement areas, curates HackerNews learning resources, and delivers a growth report to Slack on approval. Use when the user asks to analyze their recent coding work, find improvement areas, gener
Adds an additional phone number to an existing Dial channel in a NanoClaw install by verifying prerequisites, choosing a number and agent group, wiring the messaging group, and restarting to confirm. Use when an operator wants a second or third public line on
Installs the Dial CLI and credential into selected agent groups so they can send SMS, place AI voice calls, and receive verification codes. Use when an operator wants to grant Dial access to specific agents, verify or remove a Dial install, or scope the Dial c
Applies generative AI to digital sales transformation work — market research, segmentation, content, automation, analytics, chat, omnichannel, training, journey mapping and pricing — producing briefs, plans and reports. Use when the user asks for market trend
Guides technology managers through digital transformation planning and execution, covering infrastructure assessment, change management, vendor selection, data analysis, cybersecurity, roadmaps, cloud migration, agile adoption, customer experience, and IoT/AI
Plans digital transformation from IT assessment through goals, gap analysis, roadmap, stakeholder prioritization, change management, metrics, agile/DevOps, security, data, and marketing. Use when a VP of IT needs an IT landscape assessment, transformation road
Plans and guides an organization's digital transformation from infrastructure assessment through roadmap, team building, tool selection, change management, and progress measurement. Use when a general manager asks to assess digital systems, set transformation
