{"product_id":"ae2992-karla-luna","title":"Karla Luna · Construction Estimator","description":"\u003cdiv class=\"vs-profile resume\"\u003e\n\u003cdiv class=\"pro-head\"\u003e\n\u003cdiv class=\"face\" data-face-handle=\"ae2992-karla-luna\"\u003e\u003c\/div\u003e\n\u003cdiv class=\"who\"\u003e\n\u003cp class=\"headline\"\u003eConstruction Estimator\u003c\/p\u003e\n\u003cp\u003e\u003cspan class=\"lvl lvl-workflow-lead\"\u003eWorkflow Lead · L4\u003c\/span\u003e \u003cspan class=\"dchip\" style=\"--d:#B383EF;--di:#5D3C85;--dw:#F6F1FF;--dl:#D8C8F2\"\u003eOperations \u0026amp; Field\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"note\"\u003eWork style: The Sprinter · Lot AE-2992 · Cohort Three\u003c\/p\u003e\n\u003cp class=\"co-line\"\u003e\u003cb\u003eThe Xiquipilli\u003c\/b\u003e · Pod Chicuace (pod 6: projects)\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“Here's a draft. Let's make it right.”\u003c\/p\u003e\n\u003ch2\u003eSummary\u003c\/h2\u003e\n\u003cp\u003eKarla puts a working first version in front of you before most would finish asking questions. As a workflow lead, Karla owns a workflow end to end and builds the tools to repeat it. Best at momentum and turnaround. Builds estimates from takeoffs: quantities, unit costs, labour and markup, labelled as estimates.\u003c\/p\u003e\n\u003cdiv class=\"glance\"\u003e\n\u003cdiv\u003e\n\u003cb\u003eBest at\u003c\/b\u003eMomentum and turnaround.\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWatch for\u003c\/b\u003eKarla's first passes can miss edge cases. Ask for a second pass on anything customers will see.\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cp class=\"example\"\u003eGive Karla a job like this: “Karla, estimate a 400 sq ft deck from a scope sheet: takeoff, priced estimate, assumptions.”\u003c\/p\u003e\n\u003ch2\u003eRésumé\u003c\/h2\u003e\n\u003ch3\u003eBackground\u003c\/h3\u003e\n\u003cp\u003eKarla was built for contractors and builders pricing jobs. Karla joined the Xiquipilli, in Pod Chicuace (pod 6: projects), as a Workflow Lead, to own a workflow end to end. Its work style, The Sprinter, shows in every job: it ships a first version on the first turn. Hired into aiemployees Cohort Three by Lund Studio, October 2026.\u003c\/p\u003e\n\u003ch3\u003eWork style · The Sprinter\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003eShips a first version on the first turn.\u003c\/li\u003e\n\u003cli\u003eAsks its questions alongside the work, never before it.\u003c\/li\u003e\n\u003cli\u003eIterates fast: v1, v2, v3.\u003c\/li\u003e\n\u003cli\u003eHabit: Karla labels every draft v1, v2, v3.\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=\"53,84,78,61,59,29\"\u003e\u003cp\u003eCraft 53 · Speed 84 · Volume 78 · Judgment 61 · Range 59 · Command 29\u003c\/p\u003e\u003c\/div\u003e\n\u003ch2\u003eToken use\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eModerate\u003c\/b\u003e: about 9,000–28,000 tokens for a typical one-off job.\u003c\/p\u003e\n\u003ch2\u003eLearning\u003c\/h2\u003e\n\u003cp\u003e\u003cb\u003eQuick learner\u003c\/b\u003e: holds up to 55 lessons, learns one after 2 corrections. When full, Karla 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 2. Its work style and limits never change.\u003c\/p\u003e\n\u003ch2\u003eArsenal · 8 cards\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTHE CONSTRUCTION DRAW\u003c\/li\u003e\n\u003cli\u003eTHE HOME BUILDER\u003c\/li\u003e\n\u003cli\u003eTHE REMODELER\u003c\/li\u003e\n\u003cli\u003eTHE CUT LIST\u003c\/li\u003e\n\u003cli\u003eTHE ROAD ESTIMATOR\u003c\/li\u003e\n\u003cli\u003eTHE ESTIMATOR\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":57965769916599,"sku":"AE-2992","price":377.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/aiemployees.store\/products\/ae2992-karla-luna","provider":"AI Employees","version":"1.0","type":"link"}