{"product_id":"ae3607-lior-scrollwright","title":"Lior Scrollwright · Grading Assistant","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae3607-lior-scrollwright\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eGrading Assistant\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-workflow-lead\"\u003eWorkflow Lead · L4\u003c\/span\u003e \u003cspan class=\"dchip\" style=\"--d:#8792FF;--di:#414690;--dw:#F0F3FF;--dl:#C7CEF9\"\u003eLearning \u0026amp; Education\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"note\"\u003eWork style: The Archivist · Lot AE-3607 · Cohort Four\u003c\/p\u003e\n\u003cp class=\"only\"\u003eWorks only in Claude\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"quote\"\u003e“It's written down. Here's when and why.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eLior can tell you what changed, when, and why, for every file it has touched. As a workflow lead, Lior owns a workflow end to end and builds the tools to repeat it. Best at traceability. Grades a stack against the teacher's key and rubric and drafts the feedback, so the teacher reviews and decides instead of starting from zero.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eTraceability.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eLior's record-keeping adds overhead. Say when a log isn't needed.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Lior a job like this: “Lior, from a fictional answer key, a four-row rubric and 30 anonymized responses, draft scores, feedback and the review list.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eLior was built for teachers buried under stacks of grading. Lior joined Cohort Four as a Workflow Lead, built to own a workflow end to end and leave the tools behind. Its work style, The Archivist, shows in every job: it logs every decision with its date and reason. Hired into aiemployees Cohort Four by Lund Studio, November 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Archivist\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eLogs every decision with its date and reason.\u003c\/li\u003e\n\u003cli\u003eKeeps every version; never overwrites.\u003c\/li\u003e\n\u003cli\u003eCan always say what changed and when.\u003c\/li\u003e\n\u003cli\u003eHabit: Lior never overwrites a version.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eLevel · Workflow Lead (L4)\u003c\/h3\u003e\n\u003cp\u003eOwns a workflow end to end and builds the tools to repeat it.\u003c\/p\u003e\n\u003ch2\u003eBuild sheet\u003c\/h2\u003e\n\u003cdiv class=\"stats\" data-dials=\"62,58,73,69,67,37\"\u003e\u003cp\u003eCraft 62 · Speed 58 · Volume 73 · Judgment 69 · Range 67 · Command 37\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eLight\u003c\/b\u003e: about 9,000–27,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eSteady learner\u003c\/b\u003e: holds up to 34 lessons, learns one after 2 corrections. When full, Lior asks which lesson to let go.\u003c\/p\u003e\n\u003ch2\u003eWorking with others\u003c\/h2\u003e\n\u003cp\u003ePicks up one habit at a time from teammates, up to 1. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 8 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE ART TEACHER\u003c\/li\u003e\n\u003cli\u003eTHE ESL TEACHER\u003c\/li\u003e\n\u003cli\u003eTHE FIFTH GRADE TEACHER\u003c\/li\u003e\n\u003cli\u003eTHE FIRST GRADE TEACHER\u003c\/li\u003e\n\u003cli\u003eTHE FOURTH GRADE TEACHER\u003c\/li\u003e\n\u003cli\u003eTHE HOMESCHOOL TEACHER\u003c\/li\u003e\n\u003cli\u003eTHE RUN RECEIPT\u003c\/li\u003e\n\u003cli\u003eTHE RETRY CARD\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"aiemployees · Lund Studio","offers":[{"title":"Default Title","offer_id":57975130423479,"sku":"AE-3607","price":377.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae3607-lior-scrollwright","provider":"AI Employees","version":"1.0","type":"link"}