Anthropic's explore-data skill, from its data plugin, profiles a table or file before you analyze it. It works from a connected data warehouse or an uploaded CSV, Excel, Parquet or JSON file, sorts each column by type and reports row counts, null rates, distributions and value ranges. It then flags data quality problems such as duplicates and odd values, points out relationships and patterns, and suggests dimensions, metrics and follow-up analyses.
Repo Intake and PlanScans a research repository and drafts a README-first reproduction plan before coding.ResearchResearchData
Hugging Face LLM TrainerFine-tunes language and vision models with TRL or Unsloth on Hugging Face Jobs.ResearchResearchData
Find patterns in recently won and lost dealsAnthropic's win-loss-review skill studies a sales team's closed opportunities, by default from the last quarter, to show where and why deals are lost and what the wins share. It reads stage history from a CRM or an uploaded export and, where connected, objections from call transcripts and late-stage email. The output leads with the single most important pattern, then gives win rates with sample sizes, the stages where losses happen, loss reasons, the largest losses and recommended process, coaching and data actions. It only reads data and is aimed at sales leaders.SalesAnthropicKnowledge work plugins
Check a customer account's health and prepare a QBRAnthropic's customer-health skill rates a customer account on relationship strength, engagement trend, commercial position, support issues and value delivered, each as green, yellow or red with the evidence behind it. It reads what it can from a CRM, email, calendar, documents and call transcripts, and labels an area not visible, instead of estimating it, when that data is not connected. In QBR mode it adds a meeting kit covering outcomes delivered, adoption, open items, next-phase opportunities and an agenda with attendees. Any CRM field changes are shown as before-and-after suggestions for you to accept.Customer supportAnthropicKnowledge work plugins
Find grants and RFPs worth bidding on and draft the responseAnthropic's grant-rfp-writer skill helps nonprofits, schools and government contractors find grant and solicitation opportunities they qualify for, including by filtering daily feeds such as SAM.gov or DIBBS. It makes a strict go/no-go decision before any writing starts, checks the compliance requirements, then writes the application using earlier submissions and actual program figures. Submitting needs the owner's approval, and afterwards it tracks deadlines and reporting duties. It works with Google Drive or Microsoft 365, optionally with DocuSign and a calendar, or from uploaded files and web research.Business automationAnthropicKnowledge work plugins
Answer every inbound lead quickly with drafts you approveAnthropic's speed-to-lead skill for small businesses watches the shared inbox, web forms and the CRM for fresh inquiries and checks each against the owner's own rules for a good lead. It writes a response in the owner's style that offers real open meeting slots, alerts a person straight away about hot leads and logs everything in the CRM. Nothing goes out without the owner's approval. Scheduled runs mean overnight inquiries are sorted by morning, and it also works from pasted or forwarded messages.SalesAnthropicKnowledge work plugins
