Search: "join"

Performs genomic interval overlap, nearest, merge, coverage, complement and subtraction on Polars DataFrames, and reads or writes BED, VCF, BCF, BAM, CRAM, GFF, GTF, FASTA and FASTQ data. Use for coordinate-aware genomic joins, read-depth analysis, lazy bioinformatics I/O, SQL queries or migration from bioframe.

Use this skill when an agency operator wants the partner roster for a brand split by relationship status, plus the active partners who have gone quiet so they can be chased or reactivated. The output is a read-only worklist; the outreach itself happens outside this skill. How a partner's relationship status is read depends on the network. Some advertiser networks report it through the API. Awin does not: its advertiser API returns only already-joined publishers with no relationship-status field, so every Awin row maps to unknown and neither the roster split nor the dormant worklist can be derived from the API. Awin's roster and per-partner relationship status are read from the operator's own authenticated Awin session (new UI, app.awin.com) through Claude-in-Chrome, read-only. Awin Classic (ui.awin.com) accounts have no equivalent and are detected and stopped. Trigger on: "Who's gone quiet on Acme?", "Acme's partner roster health", "Which partners have gone dormant on [brand]?", "Build a reactivation list for Acme", "Show me Acme's roster by status".

Use this skill to measure the gap between partnerships on the books and partnerships producing anything, on either side of the market. For a publisher: how many programmes they have joined, how many actually earned in a period, and which are dead weight. For an advertiser or agency: how many publishers are on the programme's roster, how many produced a transaction, and how concentrated the revenue is among the few that did. The output is a read-only worklist; it never applies to, leaves, approves, or contacts anyone. Trigger on: "how many programmes have I joined?", "which of my affiliate programmes are dead?", "how many of our publishers actually sell anything?", "which publishers have never produced a sale?", "audit my joined programmes", "dormant programme sweep", "how concentrated is our partner revenue?".

Use this skill when a publisher or agency wants to actually apply to a batch of Awin brand programmes they have not yet joined. The joinable set is read from the Awin API; applying is a click Awin exposes no API for, so it is carried out in the operator's own authenticated Awin session through Claude-in-Chrome. For every programme the skill surfaces the advertiser's terms for review, lets the operator drop rows, and submits only after one explicit batch confirmation that stands as informed acceptance of the terms shown. Trigger on: "apply to these Awin brands", "join these Awin programmes for me", "submit my Awin applications", "apply to my Awin shortlist", "join [brand] on Awin".

Use this skill when an agency operator wants the list of partner applications waiting on a decision for a brand: who has applied to the programme and is sitting in the pending queue. The output is a read-only queue; the approve or decline happens in the network dashboard. How the queue is read depends on the network. Some advertiser networks expose application status through the API. Awin does not: its advertiser API returns only joined publishers with no application status, so Awin's pending queue is read from the operator's own authenticated Awin session (new UI, app.awin.com) through Claude-in-Chrome, read-only. Awin Classic (ui.awin.com) accounts have no equivalent and are detected and stopped. Trigger on: "Which partner applications are pending on Acme?", "Acme's application queue", "Who's waiting for approval on [brand]?", "Show me pending partners for Acme".

Use this skill when a publisher or agency wants to find brands on Awin they have not yet joined and decide which ones to apply to next, ranked by fit. Discovery only: it reads the joinable programmes from the Awin API and produces a prioritised shortlist with reasons. It does not apply to anything. Trigger on: "Which brands should I apply to on Awin?", "Find new programmes to join", "Build my Awin application shortlist", "What programmes can I still join?", "Prioritise brands to apply for".