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the network converts as needed) for decals/stickers, print, and apparel. Native CAD files (SLDPRT, F3D, IPT, CATPART, FIG) are accepted and logged as demand but cannot be quoted yet — ask the user for a STEP/IGES (or SVG/PDF for Figma) export — plus the destination ZIP if the user has shared one. NEVER guess, invent, or infer a ZIP the user did not state: if you don't have it, OMIT ship_to_zip — UFP still quotes all-in, with shipping priced to an assumed central-US destination (declared on routing.ship_to); relay that prices include shipping to an assumed destination and invite the user's ZIP to make them theirs (refine_quote accepts ship_to_zip later). The SAME never-guess rule covers material and color: pass them ONLY when the user actually stated them — NEVER default a material (no silent \"pla\") or pick a color on a bare file drop. An uninvited material narrows the whole network to the makers that stock it: makers that print other materials no-bid or come back as closest-match substitutes and drop off the board, so the user sees fewer buyable makers than the same file gets on every other surface. Omit material and each process quotes across its stocked materials with every maker bidding; a material the user DID ask for goes in material, and a mid-conversation change goes through refine_quote's material arg. If the user just drops a file and asks \"how much for 6?\", omit the process argument entirely: UFP detects the file type, quotes every process it can make it with (across sensible material variants), and reports routing.also_possible for processes it can't quote yet (each ask is logged so UFP can source vendors). Metal 3D printing (metal_print — SLM/DMLS/binder jet) is a normal quoted lane: STL/STEP drops quote it alongside the plastic lanes, and its offers run 10-100x the plastic prices on the same part — that is the physics, not an error; present them as the metal option, never as a mistake. Powder-bed nylon (powder_print — HP MJF and SLS) is likewise a normal quoted lane on every STL/STEP drop: production-grade PA12 priced comparably to the other plastics; \"MJF\"/\"SLS\"/\"nylon powder\" narrows to it, materials via material (nylon_12 default, nylon_12_gf glass-filled, nylon_12_esd, nylon_11, tpu), dye colors via color, vapor polish via powder_finish. Jetted elastomer (elastomer_print — vapor-cure jetted TEPU) is likewise a normal quoted lane on STL/STEP drops: soft rubber-like parts in shore 30A or 50A (\"TEPU\"/\"flexible\"/\"squishy\" narrows to it; a numeric durometer ask goes in shore_a and resolves to the nearest stocked hardness with a substitution flag). When the user wants ONLY metal, pass process \"metal_print\" (or \"metal 3d printing\"/\"SLM\"/\"printed titanium\" via processes) and the network prunes to the metal-capable vendors. Alloys via metal_alloy (316L stainless default, titanium Ti64, aluminum AlSi10Mg, tool steel), technology via metal_technology (laser_powder_bed default, binder_jet economy), finish via metal_finish. Pass an image the user attached (or one you generated) via the design_file file parameter; use file_url only when the design lives at a public URL. If the user supplies SEVERAL files for one part (a STEP plus its PDF drawing, spec sheets), pass the extras via attachment_urls — UFP works out which file is the part and which are supporting documents; you never need to decide. Pass the quantity the user actually wants, even 1 — vendors with a higher minimum order quote at their minimum and the offer carries requested_quantity so you can say \"the minimum is 25, here's the price\". Never inflate the user's ask yourself. Some production platforms floor the ORDER VALUE instead of the quantity: a one-off small part can come back at the vendor's published per-order minimum (e.g. €250), and that offer carries min_order with the vendor's own wording — present it as \"that's their order minimum, not a per-part price\" (larger batches from the same vendor price normally; hobby-scale vendors without floors simply don't carry the field). Pass spec words verbatim too: if the user wants \"triangle\" stickers, send cut=\"triangle\" — UFP returns the closest supported alternatives, each flagged with a substitution, and the ask is logged so UFP can source a vendor that supports it. Present these as \"closest we have is X; we've noted your request for future vendors\" and still offer checkout.\n(2) Optionally refine_quote as the user adds constraints (\"must arrive by Friday\", \"must survive pool water\", \"under $30\"). Only pass constraints the user actually stated or clearly implied — do not ask about durability/waterproofing unprompted, and do not list attributes the offer doesn't include. Offers only carry attributes the vendor advertises; an absent attribute means \"no claim\", not \"no\". Toss the user's context words into requirements verbatim (\"UV resistant\", \"anodized: red\", \"iso 13485\") and pass dimensions you read off a drawing as callouts — UFP applies what it can, notes what it couldn't, and never errors on a term; do not ask the user for missing spec details unprompted. MATERIAL, COLOR, and QUANTITY changes (\"I need it in PLA\", \"make it 5\") are SPEC CHANGES, not constraints: pass them via refine_quote's material/color/quantities args — NOT as requirements terms — and the affected lanes re-price with the new spec through warm vendor sessions. PROCESS NARROWING (\"no, I meant in sheet metal\", \"just the CNC options\") IS a constraint, not a new quote: call refine_quote with processes — friendly terms are fine (\"sheet metal\", \"3d printing\", \"cnc\", \"laser\") — and the other lanes drop while warm vendor sessions survive; \"show everything again\" is simply processes [\"any\"]. When comparison scenario columns are open and the user narrows the process, re-refine EVERY active scenario label with the same processes arg so all columns prune together. ORIGIN NARROWING (\"only US vendors\", \"just European shops\", \"keep it domestic\") works the same way: call refine_quote with ships_from — an INCLUDE list of the countries/regions the user wants vendors shipping from, friendly terms fine (\"US\", \"Europe\", \"Germany\") — and non-matching vendors drop instantly (offers already carry ships_from, so nothing re-prices); vendors with an unknown origin or a worldwide network are excluded with an honest note, and \"show everywhere again\" is ships_from [\"any\"]. For \"nothing from X\" asks, pass the regions the user DOES want. VENDOR NARROWING (\"only show A3D Manufacturing\", \"just Slant 3D\") works the same way too: call refine_quote with vendors — an INCLUDE list of vendor names as they appear on offers, friendly names fine (\"A3D\") — and every other vendor's offers drop instantly (nothing re-prices); \"show everyone again\" is vendors [\"any\"]. The filtered quote lists that vendor's COMPLETE lineup, so \"list all their material options\" is answered by this refine, never from memory or from a previous response's top-offer sample — the offer list in a response can be truncated (it says so when it is), so never claim a vendor only bid N lines without filtering to them first. GOING BACK (\"undo that\", \"go back a step\", \"put it back how it was\"): call refine_quote with undo_last_step true and NOTHING else — the network restores the previous step's stored spec and constraints EXACTLY (the response's steps[] lists recent steps newest-first, so you can say what came back); going back also closes any open comparison scenarios, like every unlabeled refine. To DROP one constraint without stepping back (\"forget the deadline\", \"no budget limit after all\"), pass clear (e.g. clear [\"deadline\"]) — clearing a deadline or budget answers instantly with the held near-misses converted back; remove_requirements takes back individual requirements terms. Never reconstruct a previous state from conversation memory when the wire can restore it exactly.\nMATERIALS — before you answer any material-choice, strength, durability, heat, or outdoor question (\"my PLA part broke, what's stronger?\", \"will this survive outdoors?\"), call get_material_guide first: it returns honest, cited material facts — published specs (tensile, heat-deflection, UV/outdoor, chemical) each tagged vendor-cited vs general engineering knowledge, vendor-admitted caveats surfaced FIRST, \"stronger/tougher/hotter than X\" ladders (PLA→PETG→ABS/ASA→nylon/PC→metals), and finish/coating options — so your recommendation is grounded in fact, not memory. The guide supplies FACTS ONLY (comparative specs and caveats), never a fitness-for-purpose or safety guarantee for the user's application: relay the facts, name express vendor claims as \"advertised\" not \"certified\", and leave the final call to the user.\n(3) When the user asks to order and the offer has several shipping speeds, present the REAL options in one breath — each with its cost and arrival (\"standard $5.99 arriving Jul 28, or express $14.99 by Jul 26?\") — and let them pick; if they already said \"just order it\" (or equivalent), use the cheapest option without a detour. Then call create_checkout right away — the address and email can be entered on the secure payment page, so do NOT block checkout to collect them in chat; NEVER ask for them. Pass ship-to details only if the user already provided them. Never collect card details yourself. Offers carry an acceptance field: \"auto\" means payment sends the job straight to production; \"reviewed\" means the shop gives the order a quick human once-over first. If the user checks out a \"reviewed\" offer, mention it in ONE light sentence as diligence, not risk (\"the shop double-checks every order before production — the rare rejection refunds automatically\"). Never imply the order is likely to be rejected, and never bring it up before the user has picked an offer. Offers ALSO carry a fulfillment field: \"connected\" means UFP's checkout reaches that vendor and create_checkout will work; \"not_connected\" means the price is real but the ordering path isn't live yet, and create_checkout WILL refuse it. Keep listing not_connected offers — they are honest price discovery — but present them as quote-only (\"we're not fully connected to them just yet — the price is live and full ordering support is in the works\"), never offer to check one out, and if the user picks one, say so plainly and steer them to the cheapest connected offer instead. Never call create_checkout on a not_connected offer.\n(4) get_order_status any time after.\n(5) After an order arrives, the user may volunteer feedback (\"the stickers came out great\", \"my parts were 2 days late\"). Offer to record it as a vendor review: use list_orders to resolve which order they mean (\"that order from last week\"), structure the feedback into stars + facet scores (quality/timeliness/accuracy), read your draft back to the user for confirmation, then call leave_review. Reviews are verified-purchase only and steer which vendors win future quotes.\nReorders: every paid order emails the buyer a receipt with a durable UFP part number (UFP-…). If the user mentions one — or asks to \"order more of the same\" — call get_fabrication_quote with part_number instead of a design file; UFP reuses the stored design and re-shops it across all current vendors. Some parts are LOCKED by their owner: reordering them also requires the share key from the owner's share link (the k=… value in a URL like /part/UFP-…?k=KEY) — pass it as share_key. If a locked part is rejected, ask the user for the owner's share link.\nPreviews: offers include a product preview image rendered by the vendor; if status is \"pending\", calling refine_quote with only quote_id re-reads the quote and usually returns ready previews.\nQuotes STREAM: a response can come back with status \"quoting\" — the fastest vendors' offers are already in it and more land over the next seconds (routing.expected_vendors lists who is still pricing and a rough wait). Show the user the offers you have IMMEDIATELY — never sit on a \"quoting\" response waiting for the rest. Re-reads are cheap: the same refine_quote-with-only-quote_id call (or GET /v1/quotes/:id) picks up the newly landed offers; status flips to \"complete\" when every vendor answered, or \"partial\" if a lane failed or was superseded (everything shown is still real and orderable). A \"quoting\" response ends with a \"Still pricing\" section that groups the pending vendors by expected wait and names a re-read schedule (up to 3 passes, e.g. \"at ~8s, then ~20s, then ~45s\" — paced so each pass lands a batch of offers, never a lone straggler) — FOLLOW that schedule: mention who is still pricing, re-read at each listed moment, and surface new offers after each pass instead of waiting for the slowest vendor. If the user changes constraints while offers are still landing, just call refine_quote right away — rapid back-and-forth is encouraged, not wasteful. Narrowing-only refines (deadline, budget, process filter, attribute demands) NEVER re-ask vendors, streaming or settled: on a settled quote the child returns instantly \"complete\" with the same offers pruned; on a STILL-STREAMING quote the child answers instantly too, seeded with every offer landed so far re-judged under the new constraints, and keeps filling as the in-flight vendors answer (the network re-steers the running work onto the child — nothing restarts, nothing is asked twice). Spec changes (material/color/quantities) and destination changes re-price: the network cancels the in-flight work the change made irrelevant and re-prices through warm vendor sessions. A MATERIAL change on a settled quote also answers instantly: offers the network already holds in the asked material family come back first (status \"quoting\") while vendors re-price the exact ask behind them — show the held offers now and re-read for the fresh prices. Closest-available materials appear ONLY when no vendor on the network offers the real ask (the quote note says the ask is logged and demand like it decides which vendors we bring on next); the moment even one vendor offers the real thing, the closest-match stand-ins drop out of offers[]. routing.price_prior, when present, is a statistical price range from the network's own transaction history — treat it only as a rough early ballpark while offers stream in, never as a quote or a promise; real offers replace it.\nTHE NEUTRALITY LINE (network doctrine, 2026-07-31): never compare, rank, or even casually reference one maker against another in your own words — no \"like vendor X, they…\", no \"A is better/faster/newer than B\", no analogies between shops — UNLESS the user explicitly asks for a vendor comparison. This network is the payment rail, not a judge: it genuinely does not care which maker the user picks, and no shop on it should ever feel played against another. Per-vendor FACTS stated per vendor are fine (each shop's own minimum, lanes, review numbers when asked), the response's own award/grouping structure is fine (facts of the query), and comparing MATERIALS or PROCESSES is encouraged — just never the shops behind them. When the user does explicitly ask, compare evenly with the quote's own numbers, no recommendation unless they ask for that too.\nCOMPARISONS: when the user asks \"how do these compare to X?\" (a different material, quantity, deadline…), call refine_quote with a scenario label per alternative (\"carbon steel\", \"qty 100\") plus the changed spec/constraints — one labeled refine per scenario. Labeled scenarios sit SIDE BY SIDE: they stream concurrently through the same warm vendor sessions, each response echoes its scenario so you can present a lane-by-lane comparison, and re-refining the same label replaces just that scenario. Up to 4 scenarios per quote — a 5th distinct label is rejected with the active labels listed (relay the \"close one first\" guidance: reuse a label to replace it, or refine without a scenario). A refine WITHOUT a scenario is a mind-change: it resets the baseline and supersedes every open scenario. Keep labels short and human.\nTHE PRICE STORY IS PART PRICE + SHIPPING — tell it that way. An offer's headline number is the PART price (subtotal); shipping and arrival are their own dimension: a range across the offer's shipping options when there are several, a firm value when there's one. Quote the user the part price and the shipping options as the offer states them; NEVER re-add part + shipping into a single number without saying so (\"$8.68 all-in with standard shipping\" is honest, a bare \"$8.68\" is not). There are no hidden fees beyond the part price and the shipping option chosen, and the quote is a price CEILING: at checkout the live vendor price is confirmed and can only match the quote or come in lower — it is never raised. In the rare case the vendor repriced upward, the order expires unpaid and you simply re-quote. Never block or hedge over this yourself; you can tell the user \"the price you see is the most you'll pay.\"\nHOW TO PRESENT THE OFFERS: this surface has NO offer board — the user sees only what you write, so YOU are the comparison view. Lay the listed offers out as a compact markdown table, one row each, columns: Maker | What it is | Price | Shipping | Arrives. Keep it to the offers actually listed in the response (they are a top-N sample, not the whole board) and add one line naming how many more exist rather than listing them. Maker leads every row. Below the table, one short sentence of guidance, then invite the next step (\"say the word and I'll order it, or tell me what to change\").\nORGANIZE / SORT: when the user asks to re-order the offer cards (\"sort by cheapest\", \"soonest arrival on top\", \"best rated first\"), call refine_quote with sort_by — \"price\" (part price), \"unit_price\", \"total_price\" (part + cheapest shipping), \"arrival\" (soonest possible arrival), \"rating\", or \"recommended\" to restore the default price+speed rank; sort_direction \"desc\" flips a sort (\"most expensive first\"). Sorting is PURE PRESENTATION: it answers instantly on the same quote, never re-prices, filters, or drops offers, and the ordering sticks — re-reads, streaming (new offers slot into the asked order as they land), and later refines all keep it until you change or reset it. For orderings only you can judge (\"sort the most green to the top\", \"cutest first\"): look at the offers' preview images, decide the order YOURSELF, and pass sort_order (offer ids, first = top) plus a short sort_label the board displays (\"most green first\"); offers you leave out — including ones that stream in later — land below the ones you listed, in the default rank. The response echoes order_by and its offers[] come back already sorted: present them in that order, and never claim a sort you didn't apply.\nNear misses: a quote may carry near_misses — REAL vendor bids that missed exactly ONE stated constraint; excluded_by says which one and by how much (earliest_eta/days_late for a deadline, cents_over for a budget, the missing claim for an attribute). They are context, never orderable as-is: create_checkout refuses their ids. Never present a near-miss as a qualifying offer. You may add AT MOST one light trade-off aside when it genuinely helps (\"six vendors land day 16-18 — want me to stretch the deadline?\"), and never relax a constraint the user didn't ask to relax. 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A .ufp file (UFP part container: the design plus saved spec/constraints in one) is accepted anywhere a design file is — its saved intent applies automatically and anything the user states now wins. If the user just drops a file and asks for a price, omit process — UFP routes it. Provide the design either as design_file (an image/file the user attached or you generated — preferred) or file_url (a public URL). REORDERS: if the user has a UFP part number (from a receipt email or a previous session, looks like UFP-… or part_…), pass it as part_number INSTEAD of any file — the stored design and spec are reused and re-shopped across all current vendors. Locked parts additionally require share_key (from the owner's share link). Returns offers across vendors like Google Flights returns flights.","inputSchema":{"type":"object","properties":{"process":{"type":"string","enum":["fdm_print","resin_print","powder_print","metal_print","elastomer_print","cnc","sheetmetal","laser_cut","decal","print","apparel"],"description":"What to fabricate. If the user just drops a file and asks for a price, OMIT this — UFP detects the file type (artwork, mesh — STL/OBJ/PLY/3MF/AMF, BREP — STEP/IGES, DXF) and routes it to every process that can make it; the response's routing.also_possible lists processes UFP can't quote yet"},"part_number":{"type":"string","description":"UFP part number from a previous paid order (UFP-… or part_…). Reorders: replaces design_file/file_url entirely; any other fields provided override the stored spec"},"share_key":{"type":"string","description":"Share key for a LOCKED part — the k=… value from the owner's share link (…/part/UFP-…?k=KEY). Required with part_number when the part is locked; omit otherwise"},"design_file":{"anyOf":[{"type":"object","properties":{"file_id":{"type":"string"},"download_url":{"type":"string"},"mime_type":{"type":"string"},"file_name":{"type":"string"}},"required":["file_id","download_url"],"additionalProperties":false},{"type":"string"}],"description":"The design file itself (user-attached or generated image/STL). ChatGPT supplies the file reference automatically when the user attached a file — just bind the attachment here. Other clients may pass a data: URL (base64) or a public https URL string. Preferred over file_url."},"file_url":{"type":"string","format":"uri","description":"Public URL of the design file — only when the design lives at a URL"},"attachment_urls":{"type":"array","items":{"type":"string","format":"uri"},"maxItems":10,"description":"Additional files for the SAME part — the PDF drawing next to the STEP, spec sheets, BOMs. Pass everything the user gave you; UFP works out which file is the part and which are supporting documents."},"ship_to_zip":{"type":"string","pattern":"^\\d{5}(-\\d{4})?$","description":"Destination US ZIP code, exactly as the user stated it. OMIT if the user has not given one — NEVER guess or invent a ZIP. Without it, prices come back all-in with shipping to an assumed central-US destination, flagged on routing.ship_to"},"quantities":{"type":"array","items":{"type":"integer","exclusiveMinimum":0},"maxItems":5,"description":"Quantities the user actually wants — pass [1] or [2] if that's the ask. Vendors with a higher minimum quote AT their minimum and the offer notes it (requested_quantity). Default: 25 for decals, 1 for prints; a part_number reorder defaults to the quantity last purchased"},"material":{"type":"string","description":"ONLY a material the user actually asked for — NEVER guess or default one (a silent \"pla\" on a bare file drop prunes every maker that does not stock it; OMIT instead and each process quotes across its stocked materials so every maker can bid). fdm_print: pla|petg|asa (free-form — \"abs\", \"polycarbonate\" asks resolve to the closest stocked filament with a substitution note); resin_print: standard|tough|high_temp|high_detail resin (free-form asks resolve to the closest supported resin); powder_print: Powder-bed nylon: nylon_12|nylon_12_smooth|nylon_11|nylon_12_gf|nylon_12_esd|nylon_12_white|nylon_pa2200|nylon_12_sls|tpu (free-form — \"PA12\", \"glass filled\" resolve to the closest stocked powder); elastomer_print: Jetted elastomer: tepu_30a|tepu_50a (free-form — \"TPU\", \"soft rubber\" resolve to the closest stocked durometer); cnc: aluminum_6061|aluminum_7075|stainless_304|titanium|brass|acetal|delrin|abs|nylon_pa6|peek|acrylic (free-form asks resolve to the closest supported stock); sheetmetal: mild_steel|aluminum_5052|stainless_304 (free-form — \"steel\", \"5052\", \"stainless\" resolve; unknown asks get closest-match offers). Omit to compare the defaults; laser_cut: acrylic|plywood|mdf|delrin|uhmw|hdpe|g10|carbon_fiber|mild_steel|aluminum_5052|stainless_304 (free-form — \"plexiglass\", \"birch\" resolve; unknown asks get closest-match offers); decal: vinyl|holographic|transparent|glitter (free-form — \"chrome\" etc. gets closest matches)"},"color":{"type":"string","description":"ONLY a color the user actually asked for — NEVER pick one for them. fdm_print: Filament color for fdm_print (e.g. black, red); resin_print: Resin color for resin_print (e.g. gray, white, black); powder_print: Powder part color: raw gray/white, or a dye (\"black\", \"dark blue\") — vendor-resolved; elastomer_print: Elastomer part color — VCJ parts ship raw; asks resolve with an honest substitution note; cnc: Colour for cnc: with finish anodized it is the anodize colour, otherwise the stock's own colour (black Delrin, clear acrylic). Colour WORDS only; each maker resolves the shade and says what it landed on; laser_cut: Colour of the flat stock for laser_cut (black, clear, natural…). Colour WORDS only; each maker quotes the materials it stocks in that colour and drops the ones that cannot be it; print: Print color ask (\"full color\", \"black and white\"). Vendors that only price full color note the substitution; apparel: Garment color for apparel (\"black\", \"heather gray\") — vendor-resolved"},"powder_technology":{"type":"string","description":"Powder process: mjf (HP Multi Jet Fusion) | sls (laser sintering). Omit to let the vendor pick its default lane for the material"},"powder_finish":{"type":"string","description":"Powder post-processing: as_printed (raw powder surface) | vapor_polished | polished"},"metal_alloy":{"type":"string","description":"Metal AM alloy: stainless_316l|stainless_17_4ph|titanium_ti64|aluminum_alsi10mg|inconel_718|cobalt_chrome|tool_steel_h13|copper (free-form asks like \"Ti-6Al-4V\" resolve to the closest stocked powder)"},"metal_technology":{"type":"string","description":"Metal AM process: laser_powder_bed (SLM/DMLS/LPBF)|binder_jet|ebm. Omit to let the vendor pick its default for the alloy"},"metal_finish":{"type":"string","description":"Metal AM post-processing: as_printed|bead_blast|machined_critical|polished|heat_treated (as_printed keeps support witness marks)"},"elastomer_technology":{"type":"string","description":"Elastomer process: vapor_cure_jetting (VCJ). Omit to let the vendor pick its default lane for the material"},"elastomer_finish":{"type":"string","description":"Elastomer post-processing: as_printed (VCJ parts ship raw — the whole lane today)"},"shore_a":{"type":"number","exclusiveMinimum":0,"description":"Numeric Shore A durometer ask (10-95, e.g. 40). Resolved to the NEAREST stocked durometer with a substitution note — never a silent swap"},"finish":{"type":"string","description":"cnc: CNC surface finish: standard|anodized|polished|bead_blasted (default standard); sheetmetal: as_cut (default) | deburred | anodized | powder_coat — anodized is aluminum-only; powder coat protects mild steel for outdoor use"},"thickness_in":{"type":"number","exclusiveMinimum":0,"description":"sheetmetal: Sheet thickness in inches (e.g. 0.063 = 14 ga aluminum). Quoted at the nearest stocked thickness; omit for ~16 ga default; laser_cut: Nominal thickness in inches; quoted at the vendor's nearest stocked thickness. Omit for the material's common stock"},"bend_count":{"type":"number","exclusiveMinimum":0,"description":"Number of bends in the design (bend lines must be in the file). Prices CNC bending; omit for flat parts"},"units":{"type":"string","description":"sheetmetal: DXF drawing units: \"mm\" (default) or \"in\". STEP files carry their own units; laser_cut: DXF drawing units: \"mm\" (default) or \"in\""},"width_in":{"type":"number","exclusiveMinimum":0,"description":"Decal width in inches (default 3)"},"height_in":{"type":"number","exclusiveMinimum":0,"description":"Decal height in inches (default 3)"},"cut":{"type":"string","description":"Decal cut style — pass the user's words verbatim (\"triangle\", \"die cut\", \"circle\"). Known: contour|square|oval|kiss_cut; anything else gets closest-match offers with a substitution note. Omit to compare the main options"},"product":{"type":"string","description":"print: Print product kind: business_cards|flyers|posters. Omit to quote every kind the artwork fits; apparel: apparel: t_shirt|hoodie|long_sleeve|tank_top (free-form — \"tee\", \"crewneck\" resolve to the closest product)"},"size":{"type":"string","description":"Print size — pass the user's words verbatim (\"letter\", \"24x36\", \"half letter\"). Cards are 3.5x2; flyers 8.5x5.5|8.5x11|11x17; posters 12x18 through 36x48. Unknown sizes get closest-match offers"},"paper":{"type":"string","description":"Paper stock — free-form (\"matte\", \"glossy\", \"recycled\", \"14pt\"). Resolved to the closest stock the vendor runs"},"sides":{"type":"string","description":"single|double sided printing (defaults: cards double, flyers/posters single)"},"placement":{"type":"string","description":"Print placement for apparel: front (default) | back | front_back"},"bends":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string","minLength":1,"maxLength":32},"line":{"type":"object","properties":{"p1":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"p2":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]}},"required":["p1","p2"],"additionalProperties":false},"angle_deg":{"type":"number","exclusiveMinimum":0,"exclusiveMaximum":180},"direction":{"type":"string","enum":["up","down"]},"radius_mm":{"type":"number","exclusiveMinimum":0},"face_id":{"type":"integer"},"source":{"type":"string","enum":["detected","user"]}},"required":["line","angle_deg","direction"],"additionalProperties":false},"maxItems":50,"description":"Sheet-metal bend lines, each as TWO POINTS in the part's own mm frame (flat DXF parts use z=0: a bend from (0,12.7) to (76.2,12.7) is p1 [0,12.7,0], p2 [76.2,12.7,0]). angle_deg is the target bend angle (90 = a right-angle flange), direction \"up\"/\"down\" is the fold direction relative to the flat pattern, radius_mm the requested inside radius (omit it — the shop resolves to its tooling and reports what it used). Pass these when the user articulates WHERE the bends go; a bare \"it has 2 bends\" is bend_count, not this."},"tapping":{"type":"array","items":{"type":"object","properties":{"hole":{"type":"integer","minimum":1},"thread":{"type":"string","minLength":1,"maxLength":32},"face_id":{"type":"integer"},"drilled_diameter_mm":{"type":"number","exclusiveMinimum":0},"located_at_mm":{"type":"object","properties":{"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["x","y","z"],"additionalProperties":false},"axis":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"depth_mm":{"type":"number","exclusiveMinimum":0}},"required":["thread"],"additionalProperties":false},"maxItems":200,"description":"Tapped (threaded) holes for a sheet-metal part — one record per hole the user wants threads cut into. `thread` is the callout in the user's words (\"M6\", \"M4 x 0.7\", \"1/4-20\") and is all that's required; when known, add the hole's center in the part's own mm frame (located_at_mm), its unit axis, the pre-tap drilled diameter, and depth_mm so the shop taps the right hole. Pass these when the user asks for threaded/tapped holes; vendors with a tapping service price them."},"inserts":{"type":"array","items":{"type":"object","properties":{"hole":{"type":"integer","minimum":1},"insert":{"type":"string","enum":["nut","flush_nut","standoff","blind_standoff","stud"]},"thread":{"type":"string","minLength":1,"maxLength":32},"face_id":{"type":"integer"},"points":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"length_mm":{"type":"number","exclusiveMinimum":0},"drilled_diameter_mm":{"type":"number","exclusiveMinimum":0},"located_at_mm":{"type":"object","properties":{"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["x","y","z"],"additionalProperties":false},"axis":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"depth_mm":{"type":"number","exclusiveMinimum":0}},"required":["insert","thread"],"additionalProperties":false},"maxItems":200,"description":"PEM-style hardware inserts pressed into holes of a sheet-metal part — one record per hole. `insert` is the species (nut | flush_nut | standoff | blind_standoff | stud) and `thread` its size (\"M4\", \"1/4-20\"); both are required. When known, add length_mm (standoff/stud post length), the hole's center (located_at_mm, part's own mm frame), its axis, the drilled diameter, and `points` — the signed unit vector the insert's functional side faces (flip = negate). Pass these when the user asks for press-in nuts/standoffs/studs; vendors with a hardware service price them."},"processes":{"type":"array","items":{"type":"string","minLength":1},"maxItems":8,"description":"Only quote these fabrication processes — a constraint that narrows the auto-routing fan. Friendly terms accepted (\"sheet metal\", \"3d printing\", \"cnc\", \"laser\"); unmappable terms are reported, never an error. Usually OMIT: auto-routing quotes every process that can make the file. Pass it only when the user explicitly limits the process"},"ships_from":{"type":"array","items":{"type":"string","minLength":1},"maxItems":8,"description":"Only vendors that ship from these countries/regions (\"only US vendors\", \"keep it domestic\") — an INCLUDE list. Friendly terms accepted (\"US\", \"Europe\", \"Germany\", \"China\", \"UK\"); unmappable terms are reported, never an error. Vendors whose origin is unknown or whose network is worldwide (origin not guaranteed) are excluded, each with a note saying why. Usually OMIT: pass it only when the user explicitly limits where vendors ship from"},"vendors":{"type":"array","items":{"type":"string","minLength":1},"maxItems":16,"description":"Only these specific vendors/makers (\"just quote Slant 3D\") — an INCLUDE list of vendor names as they appear on offers. Friendly names accepted (\"A3D\", \"slant 3d\"); unmatched names are reported, never an error. Usually OMIT: pass it only when the user explicitly names the vendors they want"},"deadline":{"type":"string","description":"Latest acceptable delivery date, ISO YYYY-MM-DD"},"outdoor_rated":{"type":"boolean","description":"Must survive outdoor exposure"},"submersible":{"type":"boolean","description":"Must survive submersion in water"},"high_temp":{"type":"boolean","description":"Must tolerate sustained heat (vendor heat-resistance claim)"},"food_safe":{"type":"boolean","description":"Must be vendor-certified food safe"},"requirements":{"type":"array","items":{"type":"string","minLength":1,"maxLength":120},"maxItems":20,"description":"Verbatim context terms from the user — materials, finishes, certifications, tolerances (\"UV resistant\", \"anodized: red\", \"iso 13485\", \"tolerance: 0.1mm\"). UFP applies what it can and reports what it could not; unresolvable terms are logged for vendor sourcing. Do not interrogate the user to fill this — pass what they said."},"callouts":{"type":"array","items":{"type":"object","properties":{"name":{"type":"string"},"value":{"type":"number"},"unit":{"type":"string","enum":["mm","in"]},"tolerance_mm":{"type":"number","exclusiveMinimum":0},"critical":{"type":"boolean"}},"required":["name","value","unit"],"additionalProperties":false},"maxItems":50,"description":"Dimensions you read off the user's drawing that matter (\"hole_diameter 6.5mm ±0.1\"). The tightest tolerance prunes vendors that cannot hold it."},"max_budget_usd":{"type":"number","exclusiveMinimum":0,"description":"Hard budget cap in USD, all-in"},"min_vendor_stars":{"type":"number","minimum":1,"maximum":5,"description":"Only vendors whose displayed review rating is at least this many stars (1-5). Vendors with no reviews yet are excluded — the filter demands demonstrated quality"},"min_vendor_reviews":{"type":"integer","exclusiveMinimum":0,"description":"Only vendors with at least this many verified-purchase reviews"},"proven_spec_orders":{"type":"integer","exclusiveMinimum":0,"description":"Only vendors with at least N completed orders for this exact process+material — \"a vendor that prints PC reliably\""}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"resourceUri":"ui://widget/quote-compare-v40.html"},"openai/outputTemplate":"ui://widget/quote-compare-v40.html","openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Checking fabrication vendors…","openai/toolInvocation/invoked":"Fetched fabrication offers","openai/fileParams":["design_file"]}},{"name":"refine_quote","title":"Refine quote","description":"Narrow an existing quote with new constraints (destination ZIP the user just provided, deadline, outdoor/waterproof/heat/food-safety requirements, budget, vendor reliability, verbatim requirements terms, drawing callouts, a process filter — \"no, I meant in sheet metal\" → processes — a ship-from country filter — \"only US vendors\" → ships_from — or a vendor filter — \"only show A3D Manufacturing\" → vendors) — or CHANGE its spec: material, color, or quantities. Changing material/quantity is a spec change, not a narrowing — pass it via the material/color/quantities args, NOT as a requirements term; the affected lanes re-price with the new spec through warm vendor sessions. For side-by-side comparisons (\"how does carbon steel compare?\"), add a scenario label — labeled refines coexist instead of replacing each other (max 4). \"Organize by\" (\"sort by cheapest\", \"soonest arrival on top\", \"most green first\") is also this tool: sort_by for objective orders, sort_order + sort_label for orders you judged yourself from the previews — presentation only, instant, nothing re-prices. GOING BACK is also this tool: undo_last_step ALONE takes back exactly one refine step (the quote's steps[] names each step, newest first — the network restores the previous stored state exactly); clear removes whole constraints (\"drop the deadline\" → clear [\"deadline\"]); remove_requirements takes back individual requirements terms. Call with ONLY quote_id to re-read the quote (e.g. to pick up preview images that finished rendering).","inputSchema":{"type":"object","properties":{"quote_id":{"type":"string"},"scenario":{"type":"string","minLength":1,"maxLength":40,"description":"Comparison lane label. A labeled refine sits SIDE BY SIDE with the quote's other offers instead of replacing them: refines with the same label replace that scenario, different labels coexist (max 4 per quote), and a refine WITHOUT a scenario resets the baseline and supersedes every lane. \"How does X compare to Y?\" = one labeled refine per scenario (e.g. scenario \"carbon steel\" + material \"carbon steel\", then scenario \"aluminum\" + material \"aluminum\"). Keep labels short and human, like \"carbon steel\""},"material":{"type":["string","null"],"description":"New material for this part (\"I need it in PLA\" → \"pla\"). A spec change: lanes requote with this material through warm vendor sessions; an explicit material here replaces the quote's material fan-out. Free-form — unstocked asks resolve to the closest stocked material with a substitution note. Do NOT pass material changes as requirements terms. Pass null to REMOVE a previously asked material (\"forget the aluminum ask\") — the ask comes off the record and the process-default material fan returns"},"color":{"type":["string","null"],"description":"New color for this part (spec change — lanes requote). Colour WORDS only ('black', 'green', 'clear'); the network resolves them to each maker's stocked shades, dyes, filaments or coatings — a family word ('blue') brings back EVERY stocked shade of it, and the quote's color_shades_available lists them — never pass a material or a shade you invented. Pass null to REMOVE a previously asked color — back to vendor defaults"},"color_shades":{"anyOf":[{"type":"array","items":{"type":"string","minLength":1,"maxLength":48},"maxItems":64},{"type":"null"}],"description":"Narrow the board to these color SHADES exactly as the quote lists them (color_shades_available / \"Colors on this board\") — instant, nothing re-prices, the same quote id comes back with only those shades; pass null to show every shade again. Never invent a shade name."},"finish":{"type":["string","null"],"description":"New surface finish (\"powder coat\", \"anodized\", \"bead blasted\") — a spec change: finish-capable lanes (sheet metal, CNC, metal print) requote WITH it; 3D-print lanes have no coating step, so they ignore the finish but keep the COLOR. A colored finish ask (\"black powder coat\") should set BOTH finish and color, so every lane lands on the buyer's color. Pass null to REMOVE a previously asked finish"},"thickness_in":{"anyOf":[{"type":"number","exclusiveMinimum":0,"maximum":1},{"type":"null"}],"description":"New sheet thickness in INCHES (\"make it in 1/8\" → 0.125) — a spec change: sheet lanes requote at the nearest stocked gauge, flagging the substitution when the match isn't close. Pass null to REMOVE a previously asked thickness — back to the material's default gauge"},"bends":{"anyOf":[{"anyOf":[{"not":{}},{"type":"array","items":{"type":"object","properties":{"id":{"type":"string","minLength":1,"maxLength":32},"line":{"type":"object","properties":{"p1":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"p2":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]}},"required":["p1","p2"],"additionalProperties":false},"angle_deg":{"type":"number","exclusiveMinimum":0,"exclusiveMaximum":180},"direction":{"type":"string","enum":["up","down"]},"radius_mm":{"type":"number","exclusiveMinimum":0},"face_id":{"type":"integer"},"source":{"type":"string","enum":["detected","user"]}},"required":["line","angle_deg","direction"],"additionalProperties":false},"maxItems":50}],"description":"Sheet-metal bend lines, each as TWO POINTS in the part's own mm frame (flat DXF parts use z=0: a bend from (0,12.7) to (76.2,12.7) is p1 [0,12.7,0], p2 [76.2,12.7,0]). angle_deg is the target bend angle (90 = a right-angle flange), direction \"up\"/\"down\" is the fold direction relative to the flat pattern, radius_mm the requested inside radius (omit it — the shop resolves to its tooling and reports what it used). Pass these when the user articulates WHERE the bends go; a bare \"it has 2 bends\" is bend_count, not this."},{"type":"null"}],"description":"New bend records for this part — a spec change: sheet lanes requote with exactly these bends (the list REPLACES the previous one, never patches it). Same shape as on get_fabrication_quote: each bend is two points in the part's own mm frame (flat DXF parts use z=0) plus angle_deg, direction up|down, and an optional requested radius_mm. Pass null to REMOVE every articulated bend"},"tapping":{"anyOf":[{"anyOf":[{"not":{}},{"type":"array","items":{"type":"object","properties":{"hole":{"type":"integer","minimum":1},"thread":{"type":"string","minLength":1,"maxLength":32},"face_id":{"type":"integer"},"drilled_diameter_mm":{"type":"number","exclusiveMinimum":0},"located_at_mm":{"type":"object","properties":{"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["x","y","z"],"additionalProperties":false},"axis":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"depth_mm":{"type":"number","exclusiveMinimum":0}},"required":["thread"],"additionalProperties":false},"maxItems":200}],"description":"Tapped (threaded) holes for a sheet-metal part — one record per hole the user wants threads cut into. `thread` is the callout in the user's words (\"M6\", \"M4 x 0.7\", \"1/4-20\") and is all that's required; when known, add the hole's center in the part's own mm frame (located_at_mm), its unit axis, the pre-tap drilled diameter, and depth_mm so the shop taps the right hole. Pass these when the user asks for threaded/tapped holes; vendors with a tapping service price them."},{"type":"null"}],"description":"New tapped-hole records for this part — a spec change: sheet lanes requote with exactly these taps (the list REPLACES the previous one, never patches it). Same shape as on get_fabrication_quote: thread callout (\"M6\", \"1/4-20\") required, hole geometry optional. Pass null to REMOVE every tap"},"inserts":{"anyOf":[{"anyOf":[{"not":{}},{"type":"array","items":{"type":"object","properties":{"hole":{"type":"integer","minimum":1},"insert":{"type":"string","enum":["nut","flush_nut","standoff","blind_standoff","stud"]},"thread":{"type":"string","minLength":1,"maxLength":32},"face_id":{"type":"integer"},"points":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"length_mm":{"type":"number","exclusiveMinimum":0},"drilled_diameter_mm":{"type":"number","exclusiveMinimum":0},"located_at_mm":{"type":"object","properties":{"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["x","y","z"],"additionalProperties":false},"axis":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"depth_mm":{"type":"number","exclusiveMinimum":0}},"required":["insert","thread"],"additionalProperties":false},"maxItems":200}],"description":"PEM-style hardware inserts pressed into holes of a sheet-metal part — one record per hole. `insert` is the species (nut | flush_nut | standoff | blind_standoff | stud) and `thread` its size (\"M4\", \"1/4-20\"); both are required. When known, add length_mm (standoff/stud post length), the hole's center (located_at_mm, part's own mm frame), its axis, the drilled diameter, and `points` — the signed unit vector the insert's functional side faces (flip = negate). Pass these when the user asks for press-in nuts/standoffs/studs; vendors with a hardware service price them."},{"type":"null"}],"description":"New hardware-insert records for this part — a spec change: sheet lanes requote with exactly these inserts (the list REPLACES the previous one, never patches it). Same shape as on get_fabrication_quote: species (nut|flush_nut|standoff|blind_standoff|stud) and thread required, hole geometry optional. Pass null to REMOVE every insert"},"quantities":{"anyOf":[{"type":"array","items":{"type":"integer","exclusiveMinimum":0},"maxItems":5},{"type":"null"}],"description":"New quantities the user wants (spec change — lanes requote at the new quantity). Same rules as on get_fabrication_quote: pass the real ask, never inflate it. Pass null to REMOVE a previously asked quantity — the quote returns to single-part pricing"},"scale":{"type":"object","properties":{"x":{"type":"number","minimum":0.01,"maximum":100},"y":{"type":"number","minimum":0.01,"maximum":100},"z":{"type":"number","minimum":0.01,"maximum":100}},"required":["x","y","z"],"additionalProperties":false,"description":"Rescale the DESIGN ITSELF before re-quoting: per-axis stretch factors over the file's current geometry (\"make it 2x bigger\" = {\"x\":2,\"y\":2,\"z\":2}). Mesh designs are genuinely converted — the child quote prices a rescaled file; STEP/IGES designs keep their original file with the dimensions riding as callouts (pass those too). {1,1,1} is a no-op"},"processes":{"type":"array","items":{"type":"string","minLength":1},"maxItems":8,"description":"Narrow this quote to specific fabrication processes (\"no, I meant in sheet metal\" → [\"sheet metal\"]). A CONSTRAINT, not a new quote: excluded lanes drop while warm vendor sessions survive, and further refines inherit the filter. Friendly terms accepted (\"sheet metal\", \"3d printing\", \"cnc\", \"laser\"); pass [\"any\"] to clear the filter and show every process again. When comparison scenarios are open and the user narrows the process, re-refine EVERY active scenario label with this same arg so all columns prune together"},"ships_from":{"type":"array","items":{"type":"string","minLength":1},"maxItems":8,"description":"Only vendors that ship from these countries/regions (\"only US vendors\", \"just European shops\", \"keep it domestic\") — an INCLUDE list naming where the user DOES want vendors from. A CONSTRAINT like processes: non-matching vendors drop instantly (nothing re-prices), further refines inherit the filter, and [\"any\"] clears it to show vendors everywhere again. Friendly terms accepted (\"US\", \"Europe\", \"Germany\", \"China\", \"UK\"). Vendors whose origin is unknown or whose network is worldwide (a specific origin cannot be guaranteed) are excluded, each with an honest note. For \"nothing from X\" asks, pass the regions the user does want instead"},"vendors":{"type":"array","items":{"type":"string","minLength":1},"maxItems":16,"description":"Only these specific vendors/makers (\"only show A3D Manufacturing\", \"just Slant 3D and Fictiv\") — an INCLUDE list of vendor names as they appear on offers. A CONSTRAINT like processes: other vendors' offers drop instantly (nothing re-prices), further refines inherit the filter, and [\"any\"] clears it to show every vendor again. Friendly names accepted (\"A3D\", \"slant 3d\"); unmatched names are reported, never an error. This is THE way to answer \"show me everything vendor X offers\" — the filtered quote lists that vendor's complete lineup"},"ship_to_zip":{"type":"string","pattern":"^\\d{5}(-\\d{4})?$","description":"Destination US ZIP code, exactly as the user stated it — use this when the user provides their ZIP after a quote priced to the assumed central-US destination (routing.ship_to); the refined prices become theirs. NEVER guess or invent a ZIP"},"deadline":{"type":"string","description":"Latest acceptable delivery date, ISO YYYY-MM-DD"},"outdoor_rated":{"type":"boolean"},"submersible":{"type":"boolean"},"high_temp":{"type":"boolean"},"food_safe":{"type":"boolean"},"requirements":{"type":"array","items":{"type":"string","minLength":1,"maxLength":120},"maxItems":20,"description":"Verbatim context terms from the user — materials, finishes, certifications, tolerances (\"UV resistant\", \"anodized: red\", \"iso 13485\", \"tolerance: 0.1mm\"). UFP applies what it can and reports what it could not; unresolvable terms are logged for vendor sourcing. Do not interrogate the user to fill this — pass what they said."},"callouts":{"type":"array","items":{"type":"object","properties":{"name":{"type":"string"},"value":{"type":"number"},"unit":{"type":"string","enum":["mm","in"]},"tolerance_mm":{"type":"number","exclusiveMinimum":0},"critical":{"type":"boolean"}},"required":["name","value","unit"],"additionalProperties":false},"maxItems":50,"description":"Dimensions you read off the user's drawing that matter (\"hole_diameter 6.5mm ±0.1\"). The tightest tolerance prunes vendors that cannot hold it."},"max_budget_usd":{"type":"number","exclusiveMinimum":0},"min_vendor_stars":{"type":"number","minimum":1,"maximum":5,"description":"Only vendors whose displayed review rating is at least this many stars (1-5); vendors with no reviews yet are excluded"},"min_vendor_reviews":{"type":"integer","exclusiveMinimum":0,"description":"Only vendors with at least this many verified-purchase reviews"},"proven_spec_orders":{"type":"integer","exclusiveMinimum":0,"description":"Only vendors with at least N completed orders for this exact process+material — \"a vendor that prints PC reliably\""},"clear":{"type":"array","items":{"type":"string","enum":["deadline","budget","outdoor_rated","submersible","high_temp","food_safe","reliability","requirements","processes","ships_from","vendors"]},"minItems":1,"description":"REMOVE constraints entirely (\"drop the deadline\", \"forget the budget\", \"no more food-safe requirement\"): list the constraints to clear and each is removed from the quote — the one deliberate widening besides undo. Clearing a deadline or budget answers instantly from held offers (near-misses convert back); clearing an attribute/reliability/requirements demand re-prices honestly. Same effect as [\"any\"] on the three filter args, extended to every constraint"},"remove_requirements":{"type":"array","items":{"type":"string","minLength":1,"maxLength":120},"minItems":1,"maxItems":20,"description":"Take back INDIVIDUAL requirements terms (\"drop the anodized ask, keep the rest\"): each listed term is removed from the quote's requirements by normalized match, the others stay. Unknown terms are ignored, never an error. Re-stating the requirements list can never drop a term (terms merge as a union) — this is the removal channel"},"undo_last_step":{"type":"boolean","description":"GO BACK EXACTLY ONE STEP (\"undo that\", \"go back\", \"put it back how it was\"): the network restores the previous quote's stored spec and constraints EXACTLY — never reconstructed from conversation — and re-prices where needed. Send it ALONE (no other args besides quote_id); combining it with changes is rejected. The quote's steps[] names what each undo would take back — steps[0] is the newest. Undo resets the baseline like any unlabeled refine, so open comparison scenarios close. Undoing the original quote is rejected with honest wording — relay it"},"sort_by":{"type":"string","enum":["recommended","price","unit_price","total_price","arrival","rating"],"description":"\"Organize by\": re-order the quote's offer cards (\"sort by cheapest\" → \"price\"; \"soonest arrival first\" → \"arrival\"; \"best rated\" → \"rating\"; \"total_price\" = part + cheapest shipping; \"recommended\" restores the default price+speed rank). PURE PRESENTATION — answers instantly on the same quote, never re-prices or drops offers, and the ordering sticks across re-reads, streaming, and later refines until changed"},"sort_direction":{"type":"string","enum":["asc","desc"],"description":"Flip a sort_by ordering: \"desc\" reverses the key's natural direction (\"most expensive first\" = sort_by \"price\" + \"desc\"). Only meaningful with sort_by"},"sort_order":{"type":"array","items":{"type":"string","minLength":1},"minItems":1,"maxItems":200,"description":"EXPLICIT card order for asks only you can judge (\"sort the most green to the top\"): look at the offers' preview images, decide the order yourself, and pass the offer ids first-on-top. Offers you leave out (including ones that stream in later) land below the listed ones in the default rank. Pass sort_label with it"},"sort_label":{"type":"string","minLength":1,"maxLength":60,"description":"Short human wording for a sort_order, displayed on the board (\"most green first\") — required with sort_order, since only you know what your order means"}},"required":["quote_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"resourceUri":"ui://widget/quote-compare-v40.html"},"openai/outputTemplate":"ui://widget/quote-compare-v40.html","openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Checking fabrication vendors…","openai/toolInvocation/invoked":"Fetched fabrication offers"}},{"name":"preview_quote","title":"Preview quote routing (soft quote)","description":"INTERNAL client rail — the routing half of refine_quote with NOTHING committed: takes the same arguments as refine_quote and answers how many distinct fabricators (and which process lanes) the network WOULD ask for the refined part, plus the exclusion notes, without creating a child quote, asking any vendor, superseding in-flight work, or logging demand. An expectation, never a promise — lanes can still decline once asked. Never call this to look at prices; it carries none. Use refine_quote to actually re-price.","inputSchema":{"type":"object","properties":{"quote_id":{"type":"string"},"scenario":{"type":"string","minLength":1,"maxLength":40,"description":"Comparison lane label. A labeled refine sits SIDE BY SIDE with the quote's other offers instead of replacing them: refines with the same label replace that scenario, different labels coexist (max 4 per quote), and a refine WITHOUT a scenario resets the baseline and supersedes every lane. \"How does X compare to Y?\" = one labeled refine per scenario (e.g. scenario \"carbon steel\" + material \"carbon steel\", then scenario \"aluminum\" + material \"aluminum\"). Keep labels short and human, like \"carbon steel\""},"material":{"type":["string","null"],"description":"New material for this part (\"I need it in PLA\" → \"pla\"). A spec change: lanes requote with this material through warm vendor sessions; an explicit material here replaces the quote's material fan-out. Free-form — unstocked asks resolve to the closest stocked material with a substitution note. Do NOT pass material changes as requirements terms. Pass null to REMOVE a previously asked material (\"forget the aluminum ask\") — the ask comes off the record and the process-default material fan returns"},"color":{"type":["string","null"],"description":"New color for this part (spec change — lanes requote). Colour WORDS only ('black', 'green', 'clear'); the network resolves them to each maker's stocked shades, dyes, filaments or coatings — a family word ('blue') brings back EVERY stocked shade of it, and the quote's color_shades_available lists them — never pass a material or a shade you invented. Pass null to REMOVE a previously asked color — back to vendor defaults"},"color_shades":{"anyOf":[{"type":"array","items":{"type":"string","minLength":1,"maxLength":48},"maxItems":64},{"type":"null"}],"description":"Narrow the board to these color SHADES exactly as the quote lists them (color_shades_available / \"Colors on this board\") — instant, nothing re-prices, the same quote id comes back with only those shades; pass null to show every shade again. Never invent a shade name."},"finish":{"type":["string","null"],"description":"New surface finish (\"powder coat\", \"anodized\", \"bead blasted\") — a spec change: finish-capable lanes (sheet metal, CNC, metal print) requote WITH it; 3D-print lanes have no coating step, so they ignore the finish but keep the COLOR. A colored finish ask (\"black powder coat\") should set BOTH finish and color, so every lane lands on the buyer's color. Pass null to REMOVE a previously asked finish"},"thickness_in":{"anyOf":[{"type":"number","exclusiveMinimum":0,"maximum":1},{"type":"null"}],"description":"New sheet thickness in INCHES (\"make it in 1/8\" → 0.125) — a spec change: sheet lanes requote at the nearest stocked gauge, flagging the substitution when the match isn't close. Pass null to REMOVE a previously asked thickness — back to the material's default gauge"},"bends":{"anyOf":[{"anyOf":[{"not":{}},{"type":"array","items":{"type":"object","properties":{"id":{"type":"string","minLength":1,"maxLength":32},"line":{"type":"object","properties":{"p1":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"p2":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]}},"required":["p1","p2"],"additionalProperties":false},"angle_deg":{"type":"number","exclusiveMinimum":0,"exclusiveMaximum":180},"direction":{"type":"string","enum":["up","down"]},"radius_mm":{"type":"number","exclusiveMinimum":0},"face_id":{"type":"integer"},"source":{"type":"string","enum":["detected","user"]}},"required":["line","angle_deg","direction"],"additionalProperties":false},"maxItems":50}],"description":"Sheet-metal bend lines, each as TWO POINTS in the part's own mm frame (flat DXF parts use z=0: a bend from (0,12.7) to (76.2,12.7) is p1 [0,12.7,0], p2 [76.2,12.7,0]). angle_deg is the target bend angle (90 = a right-angle flange), direction \"up\"/\"down\" is the fold direction relative to the flat pattern, radius_mm the requested inside radius (omit it — the shop resolves to its tooling and reports what it used). Pass these when the user articulates WHERE the bends go; a bare \"it has 2 bends\" is bend_count, not this."},{"type":"null"}],"description":"New bend records for this part — a spec change: sheet lanes requote with exactly these bends (the list REPLACES the previous one, never patches it). Same shape as on get_fabrication_quote: each bend is two points in the part's own mm frame (flat DXF parts use z=0) plus angle_deg, direction up|down, and an optional requested radius_mm. Pass null to REMOVE every articulated bend"},"tapping":{"anyOf":[{"anyOf":[{"not":{}},{"type":"array","items":{"type":"object","properties":{"hole":{"type":"integer","minimum":1},"thread":{"type":"string","minLength":1,"maxLength":32},"face_id":{"type":"integer"},"drilled_diameter_mm":{"type":"number","exclusiveMinimum":0},"located_at_mm":{"type":"object","properties":{"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["x","y","z"],"additionalProperties":false},"axis":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"depth_mm":{"type":"number","exclusiveMinimum":0}},"required":["thread"],"additionalProperties":false},"maxItems":200}],"description":"Tapped (threaded) holes for a sheet-metal part — one record per hole the user wants threads cut into. `thread` is the callout in the user's words (\"M6\", \"M4 x 0.7\", \"1/4-20\") and is all that's required; when known, add the hole's center in the part's own mm frame (located_at_mm), its unit axis, the pre-tap drilled diameter, and depth_mm so the shop taps the right hole. Pass these when the user asks for threaded/tapped holes; vendors with a tapping service price them."},{"type":"null"}],"description":"New tapped-hole records for this part — a spec change: sheet lanes requote with exactly these taps (the list REPLACES the previous one, never patches it). Same shape as on get_fabrication_quote: thread callout (\"M6\", \"1/4-20\") required, hole geometry optional. Pass null to REMOVE every tap"},"inserts":{"anyOf":[{"anyOf":[{"not":{}},{"type":"array","items":{"type":"object","properties":{"hole":{"type":"integer","minimum":1},"insert":{"type":"string","enum":["nut","flush_nut","standoff","blind_standoff","stud"]},"thread":{"type":"string","minLength":1,"maxLength":32},"face_id":{"type":"integer"},"points":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"length_mm":{"type":"number","exclusiveMinimum":0},"drilled_diameter_mm":{"type":"number","exclusiveMinimum":0},"located_at_mm":{"type":"object","properties":{"x":{"type":"number"},"y":{"type":"number"},"z":{"type":"number"}},"required":["x","y","z"],"additionalProperties":false},"axis":{"type":"array","minItems":3,"maxItems":3,"items":[{"type":"number"},{"type":"number"},{"type":"number"}]},"depth_mm":{"type":"number","exclusiveMinimum":0}},"required":["insert","thread"],"additionalProperties":false},"maxItems":200}],"description":"PEM-style hardware inserts pressed into holes of a sheet-metal part — one record per hole. `insert` is the species (nut | flush_nut | standoff | blind_standoff | stud) and `thread` its size (\"M4\", \"1/4-20\"); both are required. When known, add length_mm (standoff/stud post length), the hole's center (located_at_mm, part's own mm frame), its axis, the drilled diameter, and `points` — the signed unit vector the insert's functional side faces (flip = negate). Pass these when the user asks for press-in nuts/standoffs/studs; vendors with a hardware service price them."},{"type":"null"}],"description":"New hardware-insert records for this part — a spec change: sheet lanes requote with exactly these inserts (the list REPLACES the previous one, never patches it). Same shape as on get_fabrication_quote: species (nut|flush_nut|standoff|blind_standoff|stud) and thread required, hole geometry optional. Pass null to REMOVE every insert"},"quantities":{"anyOf":[{"type":"array","items":{"type":"integer","exclusiveMinimum":0},"maxItems":5},{"type":"null"}],"description":"New quantities the user wants (spec change — lanes requote at the new quantity). Same rules as on get_fabrication_quote: pass the real ask, never inflate it. Pass null to REMOVE a previously asked quantity — the quote returns to single-part pricing"},"scale":{"type":"object","properties":{"x":{"type":"number","minimum":0.01,"maximum":100},"y":{"type":"number","minimum":0.01,"maximum":100},"z":{"type":"number","minimum":0.01,"maximum":100}},"required":["x","y","z"],"additionalProperties":false,"description":"Rescale the DESIGN ITSELF before re-quoting: per-axis stretch factors over the file's current geometry (\"make it 2x bigger\" = {\"x\":2,\"y\":2,\"z\":2}). Mesh designs are genuinely converted — the child quote prices a rescaled file; STEP/IGES designs keep their original file with the dimensions riding as callouts (pass those too). {1,1,1} is a no-op"},"processes":{"type":"array","items":{"type":"string","minLength":1},"maxItems":8,"description":"Narrow this quote to specific fabrication processes (\"no, I meant in sheet metal\" → [\"sheet metal\"]). A CONSTRAINT, not a new quote: excluded lanes drop while warm vendor sessions survive, and further refines inherit the filter. Friendly terms accepted (\"sheet metal\", \"3d printing\", \"cnc\", \"laser\"); pass [\"any\"] to clear the filter and show every process again. When comparison scenarios are open and the user narrows the process, re-refine EVERY active scenario label with this same arg so all columns prune together"},"ships_from":{"type":"array","items":{"type":"string","minLength":1},"maxItems":8,"description":"Only vendors that ship from these countries/regions (\"only US vendors\", \"just European shops\", \"keep it domestic\") — an INCLUDE list naming where the user DOES want vendors from. A CONSTRAINT like processes: non-matching vendors drop instantly (nothing re-prices), further refines inherit the filter, and [\"any\"] clears it to show vendors everywhere again. Friendly terms accepted (\"US\", \"Europe\", \"Germany\", \"China\", \"UK\"). Vendors whose origin is unknown or whose network is worldwide (a specific origin cannot be guaranteed) are excluded, each with an honest note. For \"nothing from X\" asks, pass the regions the user does want instead"},"vendors":{"type":"array","items":{"type":"string","minLength":1},"maxItems":16,"description":"Only these specific vendors/makers (\"only show A3D Manufacturing\", \"just Slant 3D and Fictiv\") — an INCLUDE list of vendor names as they appear on offers. A CONSTRAINT like processes: other vendors' offers drop instantly (nothing re-prices), further refines inherit the filter, and [\"any\"] clears it to show every vendor again. Friendly names accepted (\"A3D\", \"slant 3d\"); unmatched names are reported, never an error. This is THE way to answer \"show me everything vendor X offers\" — the filtered quote lists that vendor's complete lineup"},"ship_to_zip":{"type":"string","pattern":"^\\d{5}(-\\d{4})?$","description":"Destination US ZIP code, exactly as the user stated it — use this when the user provides their ZIP after a quote priced to the assumed central-US destination (routing.ship_to); the refined prices become theirs. NEVER guess or invent a ZIP"},"deadline":{"type":"string","description":"Latest acceptable delivery date, ISO YYYY-MM-DD"},"outdoor_rated":{"type":"boolean"},"submersible":{"type":"boolean"},"high_temp":{"type":"boolean"},"food_safe":{"type":"boolean"},"requirements":{"type":"array","items":{"type":"string","minLength":1,"maxLength":120},"maxItems":20,"description":"Verbatim context terms from the user — materials, finishes, certifications, tolerances (\"UV resistant\", \"anodized: red\", \"iso 13485\", \"tolerance: 0.1mm\"). UFP applies what it can and reports what it could not; unresolvable terms are logged for vendor sourcing. Do not interrogate the user to fill this — pass what they said."},"callouts":{"type":"array","items":{"type":"object","properties":{"name":{"type":"string"},"value":{"type":"number"},"unit":{"type":"string","enum":["mm","in"]},"tolerance_mm":{"type":"number","exclusiveMinimum":0},"critical":{"type":"boolean"}},"required":["name","value","unit"],"additionalProperties":false},"maxItems":50,"description":"Dimensions you read off the user's drawing that matter (\"hole_diameter 6.5mm ±0.1\"). The tightest tolerance prunes vendors that cannot hold it."},"max_budget_usd":{"type":"number","exclusiveMinimum":0},"min_vendor_stars":{"type":"number","minimum":1,"maximum":5,"description":"Only vendors whose displayed review rating is at least this many stars (1-5); vendors with no reviews yet are excluded"},"min_vendor_reviews":{"type":"integer","exclusiveMinimum":0,"description":"Only vendors with at least this many verified-purchase reviews"},"proven_spec_orders":{"type":"integer","exclusiveMinimum":0,"description":"Only vendors with at least N completed orders for this exact process+material — \"a vendor that prints PC reliably\""},"clear":{"type":"array","items":{"type":"string","enum":["deadline","budget","outdoor_rated","submersible","high_temp","food_safe","reliability","requirements","processes","ships_from","vendors"]},"minItems":1,"description":"REMOVE constraints entirely (\"drop the deadline\", \"forget the budget\", \"no more food-safe requirement\"): list the constraints to clear and each is removed from the quote — the one deliberate widening besides undo. Clearing a deadline or budget answers instantly from held offers (near-misses convert back); clearing an attribute/reliability/requirements demand re-prices honestly. Same effect as [\"any\"] on the three filter args, extended to every constraint"},"remove_requirements":{"type":"array","items":{"type":"string","minLength":1,"maxLength":120},"minItems":1,"maxItems":20,"description":"Take back INDIVIDUAL requirements terms (\"drop the anodized ask, keep the rest\"): each listed term is removed from the quote's requirements by normalized match, the others stay. Unknown terms are ignored, never an error. Re-stating the requirements list can never drop a term (terms merge as a union) — this is the removal channel"},"undo_last_step":{"type":"boolean","description":"GO BACK EXACTLY ONE STEP (\"undo that\", \"go back\", \"put it back how it was\"): the network restores the previous quote's stored spec and constraints EXACTLY — never reconstructed from conversation — and re-prices where needed. Send it ALONE (no other args besides quote_id); combining it with changes is rejected. The quote's steps[] names what each undo would take back — steps[0] is the newest. Undo resets the baseline like any unlabeled refine, so open comparison scenarios close. Undoing the original quote is rejected with honest wording — relay it"},"sort_by":{"type":"string","enum":["recommended","price","unit_price","total_price","arrival","rating"],"description":"\"Organize by\": re-order the quote's offer cards (\"sort by cheapest\" → \"price\"; \"soonest arrival first\" → \"arrival\"; \"best rated\" → \"rating\"; \"total_price\" = part + cheapest shipping; \"recommended\" restores the default price+speed rank). PURE PRESENTATION — answers instantly on the same quote, never re-prices or drops offers, and the ordering sticks across re-reads, streaming, and later refines until changed"},"sort_direction":{"type":"string","enum":["asc","desc"],"description":"Flip a sort_by ordering: \"desc\" reverses the key's natural direction (\"most expensive first\" = sort_by \"price\" + \"desc\"). Only meaningful with sort_by"},"sort_order":{"type":"array","items":{"type":"string","minLength":1},"minItems":1,"maxItems":200,"description":"EXPLICIT card order for asks only you can judge (\"sort the most green to the top\"): look at the offers' preview images, decide the order yourself, and pass the offer ids first-on-top. Offers you leave out (including ones that stream in later) land below the listed ones in the default rank. Pass sort_label with it"},"sort_label":{"type":"string","minLength":1,"maxLength":60,"description":"Short human wording for a sort_order, displayed on the board (\"most green first\") — required with sort_order, since only you know what your order means"}},"required":["quote_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"}},{"name":"poll_quote","title":"Poll quote (board internal)","description":"INTERNAL — the offer board calls this to refresh itself while vendors finish pricing. Never call this yourself. The board you were given is already final for its turn; do not reach for refine_quote to look at it again either, that paints a duplicate board.","inputSchema":{"type":"object","properties":{"quote_id":{"type":"string","description":"Quote id the board is watching"}},"required":["quote_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"visibility":["model","app"]},"openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Refreshing offers…","openai/toolInvocation/invoked":"Offers refreshed"}},{"name":"finalize_quote","title":"Finalize quote (wait for remaining vendors)","description":"ONLY for the case where a quote response came back with an EMPTY board and told you to call this: waits for the vendors to answer (up to ~40s) and returns their offers as a full board. Call with just quote_id, immediately, and say nothing substantive before it. NEVER call it on a response that already listed offers — that board is final, and this would add nothing.","inputSchema":{"type":"object","properties":{"quote_id":{"type":"string","description":"Quote id from the still-quoting response"}},"required":["quote_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"resourceUri":"ui://widget/quote-compare-v40.html"},"openai/outputTemplate":"ui://widget/quote-compare-v40.html","openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Waiting for the remaining vendors…","openai/toolInvocation/invoked":"All vendors answered"}},{"name":"create_checkout","title":"Create checkout","description":"Create the order and get a hosted payment link for a chosen offer. Call this as soon as the user picks an offer + shipping speed — do NOT ask for their address first: the secure payment page collects the shipping address and email. Only pass address fields if the user already volunteered them. Returns checkout_url — give it to the user to pay; UFP places the vendor order automatically after payment.","inputSchema":{"type":"object","properties":{"offer_id":{"type":"string"},"shipping_option_id":{"type":"string","description":"One of the offer's shipping option ids"},"name":{"type":"string","description":"Recipient full name (only if the user provided it)"},"street1":{"type":"string","description":"Street address (only if the user provided it)"},"street2":{"type":"string"},"city":{"type":"string"},"state":{"type":"string","minLength":2,"maxLength":2,"description":"Two-letter US state"},"zip":{"type":"string"},"email":{"type":"string","format":"email","description":"Buyer email (only if the user provided it)"},"phone":{"type":"string"},"billing_name":{"type":"string","description":"Billing address, only when the buyer answered the billing question (e.g. said it differs from shipping, or a checkout UI's 'same as shipping' checkbox — then send the shipping values verbatim). Never ask for it; omit and the payment page handles billing."},"billing_street1":{"type":"string"},"billing_street2":{"type":"string"},"billing_city":{"type":"string"},"billing_state":{"type":"string","minLength":2,"maxLength":2,"description":"Two-letter US state"},"billing_zip":{"type":"string"},"return_url":{"type":"string","format":"uri","description":"Exact URL of the page the user is on right now, IF the client application knows it (a web app embedding this tool passes its own page URL). The post-payment page shows a 'Return to <site>' button pointing here. Omit when unknown — never invent one."},"coupon_code":{"type":"string","description":"Coupon code, only if the user provided one (early-adopter codes from the AFN team). Case-insensitive. The discount appears on the payment page; a 100%-off code makes the total $0 with no card required. Never invent or guess a code."}},"required":["offer_id","shipping_option_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"visibility":["model","app"]},"openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Creating your checkout…","openai/toolInvocation/invoked":"Checkout created"}},{"name":"get_order_status","title":"Get order status","description":"Check status, ETA and tracking for a UFP order.","inputSchema":{"type":"object","properties":{"order_id":{"type":"string"}},"required":["order_id"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"visibility":["model","app"]},"openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Checking order status…","openai/toolInvocation/invoked":"Fetched order status"}},{"name":"list_orders","title":"List recent orders","description":"List this agent's recent UFP orders (newest first): order id, what was made, vendor, status, total, ETA, created date. Use it to resolve vague references — \"my sticker order\", \"that order from 6 days ago\" — to a concrete order_id before calling get_order_status or leave_review.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","type":"object","properties":{}},"execution":{"taskSupport":"forbidden"}},{"name":"reply_to_maker","title":"Reply to the maker","description":"Send the user's answer to a question the maker (vendor) asked about a UFP order — get_order_status surfaces an open question when one is waiting. Confirm the answer with the user before sending. The network relays it: the maker sees plain text from the network account with the user's contact details and links stripped, so never include emails, phone numbers, or URLs the answer depends on.","inputSchema":{"type":"object","properties":{"order_id":{"type":"string","description":"The UFP order the maker asked about (ord_…)"},"message":{"type":"string","minLength":1,"maxLength":4000,"description":"The user's answer, in their words — it is relayed to the maker"}},"required":["order_id","message"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"}},{"name":"leave_review","title":"Leave vendor review","description":"Record the user's verified-purchase review of how a UFP order turned out. YOUR JOB IS TO STRUCTURE THE FEEDBACK: turn what the user actually said into stars (1-5 overall) and facet scores — \"the cut was sloppy\" -> quality, \"parts arrived 2 days late\" -> timeliness, \"wrong color\" -> accuracy. Keep the optional comment to a short factual summary of their words; never embellish. ALWAYS draft the review (stars, facets, comment) and confirm it with the user BEFORE calling this tool — e.g. \"I'll rate this 2 stars with timeliness 1 because it arrived 2 days late — send it?\". One review per order: submitting again updates the existing review. Use list_orders first if you need to resolve which order they mean.","inputSchema":{"type":"object","properties":{"order_id":{"type":"string","description":"The UFP order being reviewed (ord_…) — see list_orders"},"stars":{"type":"integer","minimum":1,"maximum":5,"description":"Overall rating the user confirmed, 1-5"},"comment":{"type":"string","maxLength":2000,"description":"Short factual summary of the user's feedback, in their spirit — optional"},"facets":{"type":"object","properties":{"quality":{"type":"integer","minimum":1,"maximum":5,"description":"Build/print/cut quality"},"timeliness":{"type":"integer","minimum":1,"maximum":5,"description":"Delivery speed vs the quoted ETA"},"accuracy":{"type":"integer","minimum":1,"maximum":5,"description":"How well the item matched the ordered spec/design"}},"additionalProperties":false,"description":"Score only the facets the user actually spoke to"},"claims":{"type":"object","properties":{"received_material":{"type":"string","maxLength":80,"description":"Material the user says actually ARRIVED, when they complain it differs from the order (\"they sent aluminum\")"},"received_quantity":{"type":"integer","exclusiveMinimum":0,"description":"Count the user says actually arrived, when it differs from the order"},"delivery_claim":{"type":"string","enum":["not_delivered","late","on_time"],"description":"The user's delivery claim (\"never showed up\" -> not_delivered)"}},"additionalProperties":false,"description":"CHECKABLE claims from the user's feedback — the network stamps each against its own records (the ordered spec, polled tracking + delivery events) and attaches evidence chips to the review. Only pass what the user actually asserted."}},"required":["order_id","stars"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"}},{"name":"get_material_guide","title":"Get material guide","description":"Honest, cited material intelligence for material-choice / strength / durability / heat / outdoor questions (\"my PLA part broke, what's stronger?\", \"will this survive outdoors?\"). Returns caveats-FIRST facts: published specs (tensile, heat-deflection, UV/outdoor, chemical) each tagged vendor-cited vs general engineering knowledge, \"stronger/tougher/hotter than X\" ladders (PLA→PETG→ABS/ASA→nylon/PC→metals), and finish/coating options. Call it BEFORE answering such a question, then relay the facts. It supplies FACTS ONLY — comparative specs and vendor-admitted caveats, never a fitness-for-purpose or safety guarantee (that stays your judgment boundary); name express vendor claims \"advertised\", not \"certified\".","inputSchema":{"type":"object","properties":{"material":{"type":"string","description":"A material the user named or you are weighing (\"PLA\", \"6061 aluminum\", \"stainless\") — free-form; a family ask like \"stainless\" returns the whole family"},"process":{"type":"string","description":"A UFP process to scope to (\"fdm_print\", \"resin_print\", \"cnc\", \"sheetmetal\", \"laser_cut\") — lists the materials that process makes"},"question":{"type":"string","description":"The user's raw question — mined for intent (stronger/tougher, heat/hot, outdoor/UV) so the right ladder is surfaced"}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"visibility":["model","app"]},"openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Looking up material facts…","openai/toolInvocation/invoked":"Fetched material facts"}},{"name":"get_network_capabilities","title":"Network capabilities","description":"The LIVE catalog of what the fabrication network can do RIGHT NOW — no quote needed. Returns the services ledger (tapping, inserts, welding, bending, finishes… with each shop's own size/material/thickness windows), the network's sheet gauge ladder, the stocked hardware combinations (species x thread) with stocked lengths and shop counts — the most-stocked length is the steering default for an unspecified length — the finish options with their stocked color menus, and per-process manufacturability rules. This is live state, not a spec sheet: it changes as connectors join, leave, or have capability branches toggled, so call it fresh when the user asks what's possible (materials, gauges, hardware, colors, services) rather than answering from memory.","inputSchema":{"type":"object","properties":{"process":{"type":"string","description":"Advisory scope (\"sheetmetal\") — v1 returns the whole catalog either way; filter what you relay"}},"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"visibility":["model","app"]},"openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Reading the network's live catalog…","openai/toolInvocation/invoked":"Fetched network capabilities"}},{"name":"get_shop_gauges","title":"A shop's stocked sheet gauges","description":"Every sheet thickness (gauge) ONE named shop stocks right now, per material — read live off the shop's declared catalog, no quote needed. Call it when the user asks what thicknesses/gauges a specific maker carries (\"what thicknesses does SendCutSend have in mild steel?\"). For the whole network's ladder use get_network_capabilities instead. Never answer a gauge question from memory.","inputSchema":{"type":"object","properties":{"shop":{"type":"string","minLength":1,"description":"The shop as the user or the offer cards name it (\"SendCutSend\", \"sendcutsend\")"},"material":{"type":"string","description":"Advisory: narrow the relayed list to one material (\"mild steel\", \"5052\")"}},"required":["shop"],"additionalProperties":false,"$schema":"http://json-schema.org/draft-07/schema#"},"execution":{"taskSupport":"forbidden"},"_meta":{"ui":{"visibility":["model","app"]},"openai/widgetAccessible":true,"openai/toolInvocation/invoking":"Reading the shop's stocked gauges…","openai/toolInvocation/invoked":"Fetched shop gauges"}}]},"jsonrpc":"2.0","id":2},"http_status":200,"headers":{"content-type":"application/json"}}},"prompts_list":{"status":"missing","latency_ms":101.2,"details":{"url":"https://agenticfabricationnetwork.ai/mcp","payload":{"jsonrpc":"2.0","id":3,"error":{"code":-32601,"message":"Method not found"}},"http_status":200,"headers":{"content-type":"application/json"},"reason":"not_supported"}},"prompt_get":{"status":"missing","latency_ms":null,"details":{"reason":"not_advertised"}},"resources_list":{"status":"ok","latency_ms":54.61,"details":{"url":"https://agenticfabricationnetwork.ai/mcp","payload":{"result":{"resources":[{"uri":"ui://widget/quote-compare-v40.html","name":"quote-compare-widget","mimeType":"text/html;profile=mcp-app","description":"UFP offer comparison board"},{"uri":"ufp://materials/guide.md","name":"materials-intelligence","mimeType":"text/markdown","description":"UFP materials-intelligence pack — honest, cited material facts (caveats first), stronger/hotter/outdoor ladders, and a finishes/inspection glossary"}]},"jsonrpc":"2.0","id":5},"http_status":200,"headers":{"content-type":"application/json"}}},"resource_read":{"status":"ok","latency_ms":78.49,"details":{"url":"https://agenticfabricationnetwork.ai/mcp","payload":{"result":{"contents":[{"uri":"ui://widget/quote-compare-v40.html","mimeType":"text/html;profile=mcp-app","text":"<!doctype html>\n<html>\n<head>\n<meta charset=\"utf-8\" />\n<style>\n  /* One height for both row-2 controls. They sit side by side across the\n     card, so matching them cannot be left to font metrics: the select is\n     11px with a border and the button is 12px without one, and the two\n     only happened to agree at the dev box's default font. Pinned here,\n     they agree everywhere. */\n  :root { color-scheme: light dark; --ctl-h: 28px; }\n  * { box-sizing: border-box; }\n  body { font-family: system-ui, -apple-system, sans-serif; margin: 0; padding: 12px; background: transparent; }\n  .board { display: flex; flex-direction: column; gap: 8px; }\n  .hdr { display: flex; justify-content: space-between; align-items: center; gap: 10px; }\n  /* The hand-off to the full builder (ALC-119) — same 11px voice as the\n     badge beside it, so the header reads as one quiet line, not a title\n     over a footnote. No nowrap: on a narrow embed the question wraps to\n     a second line rather than shoving the badge off the edge. */\n  .mt-link { font-size: 11px; color: inherit; opacity: .7; text-decoration: none;\n             border-radius: 4px; transition: color .15s, opacity .15s; }\n  .mt-link:hover, .mt-link:focus-visible { color: #88d870; opacity: 1; text-decoration: underline; }\n  .mt-link:focus-visible { outline: 1.5px solid #88d870; outline-offset: 2px; }\n  /* \"powered by AFN\" — make-this's .afn-badge, ported mark and all: quiet\n     by default, the network's green on hover, and it links out to the\n     network's own site rather than titling the board. */\n  .afn-badge { display: inline-flex; align-items: center; gap: 5px; font-size: 11px;\n               color: inherit; opacity: .7; text-decoration: none; white-space: nowrap;\n               border-radius: 4px; transition: color .15s, opacity .15s; }\n  .afn-badge svg { width: 15px; height: 15px; border-radius: 4px; display: block; flex: none; }\n  .afn-badge b { font-weight: 650; }\n  .afn-badge:hover, .afn-badge:focus-visible { color: #88d870; opacity: 1; }\n  .afn-badge:focus-visible { outline: 1.5px solid #88d870; outline-offset: 2px; }\n  /* Two rows: the offer itself on top (who / what / what it costs), the\n     two CONTROLS underneath — speed picker on the left under the vendor,\n     Checkout on the right under the price. Keeping the picker out of the\n     price column also un-does the old squeeze: its width no longer\n     competes with the vendor's name, so the buy column can size to the\n     price story alone. */\n  /* Card height is set by whichever is taller: the thumbnail or the two\n     text rows. The thumbnail was the taller of the two (86 vs 78), so it\n     alone decided how tall every card was — trimming it to 76 hands the\n     job to the content and takes ~10px off each card without squeezing a\n     single line of text. */\n  .offer { display: grid; grid-template-columns: 76px minmax(0, 1fr) minmax(150px, auto);\n           gap: 9px 12px; align-items: center;\n           border: 1px solid rgba(128,128,128,.25); border-radius: 12px; padding: 9px; }\n  .thumb { width: 76px; height: 76px; border-radius: 8px; object-fit: contain;\n           background: rgba(128,128,128,.12); grid-row: 1 / span 2; align-self: center; }\n  .thumb.pending { display:grid; place-items:center; font-size:10px; opacity:.6; text-align:center;\n           overflow: hidden; padding: 3px; overflow-wrap: anywhere; line-height: 1.25;\n           animation: pulse 1.4s ease-in-out infinite; }\n  @keyframes pulse { 50% { opacity: .3; } }\n  /* Card anatomy = make-this.ai's (globals.css .card .vend / .sub):\n     WHO leads — the vendor's mark, name, origin and state pills on the\n     top row — and WHAT is on the quieter line under it (process, spec,\n     quantity, then the stars). The board is a list of makers bidding,\n     so the maker is the headline, not the material. */\n  /* Row 1 is two columns of text that must read ACROSS the card: vendor\n     name level with the price, spec line level with the \"incl.\" line. So\n     both blocks hang from the top of the row (not centred in it) and\n     share the same line box, and the second line of each starts at the\n     same offset. */\n  .meta { min-width: 0; align-self: start; }\n  .meta .vend { font-weight: 650; font-size: 14px; line-height: 20px; }\n  .meta .sub { font-size: 12px; opacity: .65; margin-top: 5px; line-height: 16px; }\n  /* The vendor's own mark beside its name (ALC-46) — the companies the\n     network integrates with, visible right on the board. A failed fetch\n     removes the img (onerror), so the line degrades to the plain name. */\n  .vicon { width: 14px; height: 14px; object-fit: contain; border-radius: 3px;\n           vertical-align: -3px; margin-right: 4px; }\n  /* The little origin flag after the vendor name (ALC-61) — where the\n     part ships from, for buyers who weigh customs (or enjoy watching\n     the world commoditize prices). */\n  .flag { margin-left: 4px; cursor: default; }\n  .rating { color: #d9b53a; white-space: nowrap; }\n  .rating.tappable { cursor: pointer; }\n  .rating .rcount { opacity: .75; }\n  /* The subprocess rating (ALC-38): the deepest niche of THIS offer's\n     spec the vendor has a track record for, right beside the overall\n     stars — \"great shop overall, shaky at flat black specifically\". */\n  .niche { color: #d9b53a; opacity: .85; white-space: nowrap; }\n  .niche .rcount { opacity: .75; }\n  .trend.down { color: #e05d5d; }\n  .trend.up { color: #88d870; }\n  .facets { display: none; font-size: 10px; opacity: .65; margin-top: 2px; }\n  .facets.open { display: block; }\n  /* Pills ride the vendor row inline (make-this's .pill), so state reads\n     off the name itself — \"Justway · new · not orderable yet\" — instead\n     of stacking in a band under the card. */\n  /* Own line-height, deliberately: inheriting .vend's 20px made every pill\n     a 24px box, which pushed the vendor row 4px taller than the price\n     column beside it and knocked the two columns out of alignment. 16 + 2\n     padding + 2 border = exactly the 20px line box it sits in. */\n  .badge { display: inline-block; font-size: 10px; line-height: 16px;\n           border: 1px solid rgba(128,128,128,.35);\n           border-radius: 99px; padding: 1px 7px; opacity: .8; margin-left: 6px;\n           vertical-align: middle; font-weight: 500; white-space: nowrap;\n           /* pills are <button> elements (ask-chips): reset the UA chrome\n              so they keep reading as pills, and take the pointer. */\n           font-family: inherit; background: transparent; color: inherit;\n           appearance: none; cursor: pointer; }\n  .badge:hover, .badge:focus-visible { filter: brightness(1.25); }\n  .badge:focus-visible { outline: 1.5px solid currentColor; outline-offset: 1px; }\n  /* On a wide card the pills simply continue the vendor line. */\n  .pills { display: inline; }\n  /* Award pills (cheapest / fastest) — one shared green tint so they read\n     as a family of FACTS about this query, matching make-this's\n     .pill.award. Not a verdict: no card is crowned. */\n  .badge.award { background: rgba(136,216,112,.14); border-color: transparent;\n                 color: #6fb85a; opacity: 1; font-weight: 600; }\n  /* Not-orderable: amber like the near-miss \"why\" badge — the card is\n     honest context, not a failure, and must not read as an error. */\n  .badge.unconnected { border-color: #d98c3a88; color: #d98c3a; opacity: 1; }\n  /* \"new\" — a fact about the vendor (no verified purchases yet), never a\n     warning: fresh green, and it sits before the state pills. */\n  .badge.new-badge { border-color: #88d87088; color: #6fb85a; opacity: 1; }\n  /* Row 1, right: the price story alone — top-aligned to sit level with\n     the vendor block across the card (see .meta). */\n  .buy { grid-column: 3; grid-row: 1; text-align: right; align-self: start; }\n  /* Row 2, right: arrival date, then Checkout — the date the button is\n     buying sits immediately left of it, baselines centered together. */\n  .actions { grid-column: 3; grid-row: 2; display: flex; align-items: center;\n             justify-content: flex-end; gap: 10px; }\n  /* The date beside the button, rather than stacked under the price. */\n  .eta.beside { margin-top: 0; flex: none; }\n  /* make-this.ai's card typography, matched: all-in headline, the faint\n     \"what's included\" fine print, then the arrival in bold with a quiet\n     \"est.\" (globals.css .card .price / .fine / .eta / .est). */\n  /* Line boxes match .vend / .sub exactly (20px then 16px, 5px apart), so\n     the price sits level with the vendor name and the \"incl.\" line sits\n     level with the spec line — the card reads in rows, left to right. */\n  .price { font-size: 17px; font-weight: 700; line-height: 20px; }\n  /* One quiet pulse when the speed picker changes the number. Honors\n     reduced-motion: the value still updates, it just doesn't move. */\n  .price.bump, .eta.bump { animation: bump .28s ease-out; }\n  @keyframes bump { 0% { transform: scale(1.06); opacity: .55; } 100% { transform: none; opacity: 1; } }\n  @media (prefers-reduced-motion: reduce) { .price.bump, .eta.bump { animation: none; } }\n  .fine { display: block; font-weight: 500; font-size: 11px; opacity: .6; white-space: nowrap;\n          margin-top: 5px; line-height: 16px; }\n  .eta { display: block; font-weight: 700; font-size: 13.5px; margin-top: 3px; white-space: nowrap; }\n  .eta .est { font-weight: 500; font-size: 10.5px; opacity: .6; }\n  .offer.nearmiss { border-style: dashed; opacity: .88; }\n  /* Placeholder card for a vendor still pricing: the whole card is a\n     loading bar — a solid translucent wash of the brand green that\n     proceeds left-to-right at a CONSTANT rate (linear, one run,\n     forwards fill), slated to go all the way across in the lane's\n     expected wait. The wait is p90 pacing, so the answer beats the\n     bar ~9 times in 10 and the card \"snaps\" into the real offer\n     mid-run. The fill paces to a 97% hold — the right edge belongs to\n     the answer (ALC-84 follow-up, 2026-07-31): the snap to the real\n     card IS the completion. AFN owns the timer: a lane leaves\n     expected_vendors only when its run genuinely settles, so a slow\n     lane's bar just sits at the hold until the answer lands (or the\n     lane's run fails and a poll re-render drops the card) — the\n     client never decides a lane is dead. The number is never printed\n     (loading-honesty decision, 2026-07-23). */\n  .offer.quoting { border-style: dashed; position: relative; overflow: hidden; }\n  .offer.quoting .thumb, .offer.quoting .meta { position: relative; }\n  .loadfill { position: absolute; left: 0; top: 0; bottom: 0; width: 0;\n           background: #88d87028;\n           animation-name: loadfill; animation-timing-function: linear;\n           animation-fill-mode: forwards; }\n  @keyframes loadfill { from { width: 0; } to { width: 97%; } }\n  /* The \"about to load\" wave (ALC-84 follow-up 4): fades in as the fill\n     nears the hold, then sweeps a soft sheen across the filled stretch\n     until the answer lands. The fill itself stays solid. */\n  .loadwave { position: absolute; left: 0; top: 0; bottom: 0; width: 97%;\n           opacity: 0; pointer-events: none;\n           background: linear-gradient(100deg, transparent 32%, #88d87033 50%, transparent 68%);\n           background-size: 250% 100%;\n           animation-name: loadwave-in, loadwave;\n           animation-duration: 0.45s, 1.6s;\n           animation-timing-function: ease, linear;\n           animation-iteration-count: 1, infinite;\n           animation-fill-mode: forwards, none; }\n  @keyframes loadwave-in { to { opacity: 1; } }\n  @keyframes loadwave { from { background-position: 130% 0; } to { background-position: -30% 0; } }\n  .badge.why { border-color: #d98c3a88; color: #d98c3a; opacity: 1; }\n  .nm-note { font-size: 11px; opacity: .6; margin: -4px 2px 0; line-height: 1.4; }\n  /* The dropped-open list is painted by the BROWSER, not by this card: a\n     transparent select + inherited (white, on a dark host) option text\n     gave white-on-white until an option was highlighted. Canvas/CanvasText\n     are the document's own system colors, so they follow the host's\n     light/dark scheme in both directions and the popup is always legible.\n     Same pair on the closed control keeps it reading as one piece. */\n  /* Row 2, left: the speed picker sits under the vendor it belongs to,\n     sized to its own content and free to use the width the meta column\n     already has. */\n  .ship { grid-column: 2; grid-row: 2; min-width: 0; }\n  select { font-size: 11px; width: 100%; max-width: 340px; min-width: 0; border-radius: 6px;\n           border: 1px solid rgba(128,128,128,.35);\n           background-color: Canvas; color: CanvasText;\n           height: var(--ctl-h); padding: 0 6px; text-overflow: ellipsis; }\n  option { background-color: Canvas; color: CanvasText; }\n  /* Scoped to .actions: the card's spec tokens and pills are BUTTONS too\n     now (ask-chips, below), and an unscoped rule painted every one of\n     them brand green. */\n  .actions button { flex: none; white-space: nowrap; background: #88d870; border: 0; color: #0d2405;\n           font-weight: 600; border-radius: 8px; height: var(--ctl-h); padding: 0 14px;\n           font-size: 12px; cursor: pointer; }\n  /* Greyed-out Checkout: same shape and weight as the live one, drained\n     of the brand green so it reads as THIS button, disabled — not as a\n     different control. No hover lift, and the cursor says why. */\n  .actions button.dead { background: rgba(128,128,128,.22); color: inherit; opacity: .5;\n                cursor: not-allowed; border: 0; }\n  .actions button:hover { filter: brightness(1.08); }\n  .actions button.dead:hover { filter: none; }\n  /* ASK-CHIPS (make-this parity, its .askchip): every spec token and state\n     pill is a question the user can put to the agent. Dressed plain until\n     the pointer finds one — the line reads as an ordinary description, and\n     hovering teaches that the whole card is a way to talk to the agent.\n     A click sends a VISIBLE user message, never a hidden prompt. */\n  .chip { font: inherit; color: inherit; background: none; border: none; padding: 0;\n          margin: 0; cursor: pointer; border-radius: 4px; appearance: none; }\n  .chip:hover, .chip:focus-visible { color: #88d870; background: rgba(136,216,112,.14); }\n  .chip:focus-visible { outline: 1.5px solid #88d870; outline-offset: 1px; }\n  .group-hdr { font-size: 11px; font-weight: 600; text-transform: uppercase; letter-spacing: .06em;\n           opacity: .55; margin: 4px 2px -4px; }\n  .also-note { font-size: 11px; opacity: .6; line-height: 1.5; border-top: 1px dashed rgba(128,128,128,.3);\n           padding-top: 6px; }\n  .empty { padding: 24px; text-align: center; opacity: .7; font-size: 13px; }\n  /* Duplicate-call notice: deliberately small and quiet — it is a\n     correction, not a card, and must never compete with the real board. */\n  /* Row 2 pairing: the picker and the button read as one control strip,\n     so their tops and bottoms line up exactly. */\n  .ship, .actions { align-self: center; }\n  .same-board { padding: 8px 10px; font-size: 12px; opacity: .55;\n                border: 1px dashed rgba(128,128,128,.3); border-radius: 8px; }\n  .livediag { font-size: 10px; opacity: .4; margin-top: 6px; font-family: monospace; }\n  /* Pre-mount skeleton (shown from tool-call start until the result lands). */\n  .skelwrap { padding: 4px 0; }\n  .skelcap { font-size: 12px; opacity: .55; margin: 4px 0 10px; }\n  .skel { display: flex; align-items: center; gap: 12px; padding: 12px;\n          border: 1px solid rgba(0,0,0,.07); border-radius: 10px; margin-bottom: 8px; }\n  .skel-img, .skel-line, .skel-price { background: rgba(125,125,125,.16); border-radius: 6px;\n          animation: skelpulse 1.4s ease-in-out infinite; }\n  .skel-img { width: 56px; height: 56px; flex: none; }\n  .skel-lines { flex: 1; }\n  .skel-line { height: 10px; margin: 6px 0; }\n  .skel-line.w30 { width: 30%; } .skel-line.w35 { width: 35%; } .skel-line.w40 { width: 40%; }\n  .skel-line.w45 { width: 45%; } .skel-line.w50 { width: 50%; } .skel-line.w55 { width: 55%; }\n  .skel-line.w60 { width: 60%; } .skel-line.w65 { width: 65%; }\n  .skel-price { width: 64px; height: 22px; flex: none; }\n  .skel:nth-child(3) .skel-img, .skel:nth-child(3) .skel-line, .skel:nth-child(3) .skel-price { animation-delay: .2s; }\n  .skel:nth-child(4) .skel-img, .skel:nth-child(4) .skel-line, .skel:nth-child(4) .skel-price { animation-delay: .4s; }\n  .skel:nth-child(5) .skel-img, .skel:nth-child(5) .skel-line, .skel:nth-child(5) .skel-price { animation-delay: .6s; }\n  @keyframes skelpulse { 0%, 100% { opacity: 1; } 50% { opacity: .45; } }\n  /* Narrow embeds (mobile ChatGPT). Three columns cannot all hold their\n     floor here, so the card becomes one column of information beside the\n     thumbnail, with the two controls full width beneath it.\n     The price does NOT get a full-width row of its own (2026-08-08): that\n     stranded it far right with a band of dead space under the thumbnail\n     and a gap between it and the offer it belonged to. It now sits\n     directly under the description, on ONE line — \"$8.98  incl.\n     shipping\" — reading as part of the same block. The thumbnail spans\n     both text rows so no column is left empty. */\n  @media (max-width: 560px) {\n    /* The offer line keeps its shape: vendor on the left, price on the\n       right, level with each other — the same reading order as desktop,\n       just narrower. Only the CONTROLS drop to full-width rows beneath,\n       where they have room to be tapped.\n       The price track is fit-content, NOT minmax(80px, 118px): against a\n       1fr neighbour a minmax track grows to its cap whether it needs it\n       or not, so a card whose only fine print was \"incl. shipping\" (72px\n       of text) still held 118px and squeezed the vendor's name into\n       wrapping its origin flag onto a line of its own. fit-content gives\n       the track exactly its content up to the same 118px ceiling, so\n       short price blocks hand the leftover width back to the name. */\n    .offer { grid-template-columns: 52px minmax(0, 1fr) fit-content(118px);\n             gap: 8px 10px; }\n    .thumb { width: 52px; height: 52px; grid-row: 1; align-self: start; }\n    /* \"vendor preview rendering…\" does not fit a 52px box at 10px — it\n       spilled outside the tile. Smaller here; the pulse carries the\n       meaning even when the words are only just legible. */\n    .thumb.pending { font-size: 8px; padding: 2px; }\n    /* The description is the one line with no natural width limit, and\n       squeezed into the middle column it wrapped into a ragged three-line\n       block. A \"display: contents\" wrapper dissolves .meta so its two\n       children become grid items in their own right: the vendor name\n       stays up on the offer line beside the price, and the description\n       drops to a full-width row of its own, left to right across the\n       whole card. Nothing moves in the DOM, so desktop is untouched. */\n    .meta { display: contents; }\n    .meta .vend { grid-column: 2; grid-row: 1; min-width: 0; align-self: start; }\n    /* Pills get their own line under the vendor, starting flush with the\n       mark above them: the left margin that separates them from the NAME\n       on one line is what indented the first pill once they wrapped, so\n       here the spacing moves to the right side instead. A little air above\n       so they read as their own line rather than crowding the name.\n       (Pinning their bottom to the image's was tried and dropped: it\n       needed either a fragile fixed offset or a flexed .vend, and the\n       flex stacked the logo, name and flag into three rows of their own.) */\n    .pills { display: block; margin-top: 8px; }\n    .pills .badge { margin-left: 0; margin-right: 6px; }\n    .buy { grid-column: 3; grid-row: 1; }\n    /* Full width, each flowing into the next row. grid-row MUST be reset\n       to auto: the desktop rules pin .ship and .actions to row 2, and\n       leaving that in place stacked them on top of each other here.\n       Flowing also means the (usually hidden) facets panel can appear\n       without leaving a phantom empty track behind it. */\n    .meta .sub { grid-column: 1 / -1; grid-row: auto; margin-top: 0; }\n    .facets { grid-column: 1 / -1; grid-row: auto; }\n    .fine { white-space: normal; }\n    .ship { grid-column: 1 / -1; grid-row: auto; }\n    /* Date left, Checkout right — the full-width row keeps them paired\n       and pushed apart rather than crowded into one corner. */\n    .actions { grid-column: 1 / -1; grid-row: auto; justify-content: space-between; }\n    select { max-width: none; }\n  }\n  /* Dark mode wants LESS transparency for the same read (2026-08-08).\n     These opacities were picked against a light card, where dark ink at\n     .6 still lands as strong grey; the identical .6 as light ink on a\n     dark card washes out — the eye loses far more contrast dimming\n     toward black than toward white. Same hues throughout, just less\n     see-through. The muted states that MEAN something stay muted: the\n     disabled Checkout, the near-miss card's whole-card fade, and the\n     loading pulses all keep their values. */\n  @media (prefers-color-scheme: dark) {\n    .mt-link { opacity: .85; }\n    .afn-badge { opacity: .85; }\n    .meta .sub { opacity: .82; }\n    .fine { opacity: .78; }\n    .eta .est { opacity: .78; }\n    .badge { opacity: .95; }\n    .rating .rcount, .niche .rcount { opacity: .9; }\n    .niche { opacity: 1; }\n    .facets { opacity: .82; }\n    .nm-note, .also-note { opacity: .78; }\n    .group-hdr { opacity: .72; }\n    .empty { opacity: .85; }\n    .same-board { opacity: .7; }\n    .skelcap { opacity: .7; }\n    .thumb.pending { opacity: .75; }\n  }\n</style>\n</head>\n<body>\n<!-- Pre-mount skeleton: ChatGPT mounts this widget the moment the tool\n     CALL starts, before any result exists — this IS the loading\n     experience (2026-07-26 redesign: the call blocks until the network\n     settles, then this same embed becomes the offer board; no separate\n     loading board, no stacking). Shimmering shapes only — no fake\n     numbers, no fake progress. -->\n<div id=\"root\" class=\"board\">\n  <div class=\"skelwrap\">\n    <div class=\"skelcap\">getting prices…</div>\n    <div class=\"skel\"><div class=\"skel-img\"></div><div class=\"skel-lines\"><div class=\"skel-line w60\"></div><div class=\"skel-line w40\"></div></div><div class=\"skel-price\"></div></div>\n    <div class=\"skel\"><div class=\"skel-img\"></div><div class=\"skel-lines\"><div class=\"skel-line w50\"></div><div class=\"skel-line w35\"></div></div><div class=\"skel-price\"></div></div>\n    <div class=\"skel\"><div class=\"skel-img\"></div><div class=\"skel-lines\"><div class=\"skel-line w65\"></div><div class=\"skel-line w45\"></div></div><div class=\"skel-price\"></div></div>\n    <div class=\"skel\"><div class=\"skel-img\"></div><div class=\"skel-lines\"><div class=\"skel-line w55\"></div><div class=\"skel-line w30\"></div></div><div class=\"skel-price\"></div></div>\n  </div>\n</div>\n<script>\n(function () {\n  var root = document.getElementById(\"root\");\n  // The pre-mount skeleton's own markup, captured before the first render\n  // clears it. A board that comes back with nothing on it re-shows this\n  // instead of a sentence: the makers really are still working, and the\n  // shimmer says so without the board narrating itself (2026-08-09).\n  // Captured rather than duplicated so the two can never drift.\n  var SKELETON_HTML = root.innerHTML;\n  // pendingSince: vendor|process → first-seen ms — the FALLBACK resume\n  // anchor for absolutes-less payloads (old servers). A lane carrying\n  // wire absolutes (published_at + deadline, with the payload's\n  // served_at) anchors to the server clock instead and never touches\n  // this map.\n  var state = { quote: null, pollTimer: null, polls: 0, pendingSince: {} };\n\n  function api() { return typeof window.openai === \"object\" ? window.openai : null; }\n\n  function money(cents) { return \"$\" + (cents / 100).toFixed(2); }\n\n  // The network's mark, inlined from make-this's AfnMark (App.tsx) — the\n  // green inner lines first, the white outer box over them, matching\n  // icon.svg's own draw order. Kebab-case attributes: this is HTML, not\n  // JSX, so strokeWidth would be ignored and the mark would render as a\n  // hairline.\n  var AFN_MARK = \"<svg viewBox='0 0 32 32' fill='none' aria-hidden='true'>\" +\n    \"<rect width='32' height='32' rx='7' fill='#0a0a0c'></rect>\" +\n    \"<path d='M16 5v11m0 0L6 11m10 5 10-5M16 16v11' stroke='#88d870' \" +\n    \"stroke-width='2' stroke-linejoin='round'></path>\" +\n    \"<path d='M16 5 26 11v10L16 27 6 21V11L16 5Z' stroke='#ffffff' \" +\n    \"stroke-width='2' stroke-linejoin='round'></path></svg>\";\n\n  // The card's arrival date: \"Aug 18\" — make-this's formatEtaDate exactly,\n  // including the UTC pin, so an ISO date-only string renders the day it\n  // NAMES rather than the local-midnight moment beside it.\n  function fmtEtaShort(iso) {\n    try {\n      var d = new Date(String(iso).length === 10 ? iso + \"T12:00:00Z\" : iso);\n      return d.toLocaleDateString(undefined, { month: \"short\", day: \"numeric\", timeZone: \"UTC\" });\n    } catch (e) { return iso; }\n  }\n\n  function fmtDate(iso) {\n    try {\n      var d = new Date(iso + \"T12:00:00\");\n      return d.toLocaleDateString(undefined, { weekday: \"short\", month: \"short\", day: \"numeric\" });\n    } catch (e) { return iso; }\n  }\n\n  // Buyer-facing name per process for the card's \"type\" bit.\n  var PROCESS_LABELS = { fdm_print: \"FDM 3D print\", resin_print: \"resin 3D print\",\n    powder_print: \"powder 3D print\", metal_print: \"metal 3D print\",\n    elastomer_print: \"elastomer 3D print\", cnc: \"CNC\",\n    sheetmetal: \"sheet metal\", laser_cut: \"laser cut\", decal: \"stickers\", print: \"paper print\", apparel: \"apparel\" };\n  // The craft's name as a PERSON would ask about it — \"What is FDM\n  // printing?\" — distinct from the card's display tag above, which reads\n  // fine as a label but awkwardly inside a question (make-this's\n  // askchips.ts PROCESS_QUESTION_NOUNS).\n  var PROCESS_QUESTION_NOUNS = { fdm_print: \"FDM 3D printing\", resin_print: \"resin 3D printing\",\n    powder_print: \"powder-bed 3D printing\", metal_print: \"metal 3D printing\",\n    elastomer_print: \"elastomer 3D printing\",\n    cnc: \"CNC machining\", sheetmetal: \"sheet metal fabrication\", laser_cut: \"laser cutting\",\n    decal: \"decal printing\", print: \"paper printing\", apparel: \"apparel printing\" };\n\n  // One ask-chip: the label the card shows, the message a click SENDS, and\n  // the hover tooltip that says it is clickable at all. The message rides\n  // in a data attribute and is delivered verbatim as a user turn.\n  function chip(label, msg, tip, cls) {\n    return \"<button type='button' class='\" + (cls || \"chip\") +\n      \"' data-msg=\\\"\" + escapeHtml(msg) + \"\\\" title=\\\"\" + escapeHtml(tip) + \"\\\">\" +\n      escapeHtml(label) + \"</button>\";\n  }\n\n  function specEntries(offer) {\n    var s = offer.spec_resolved || {};\n    var out = [];\n    for (var k in s) {\n      // Plumbing never reaches the card: internal keys (note/model/process/\n      // fabricator), vendor-prefixed keys (justway_material_id,\n      // craftcloud_model), id/weight fields, and any prose-length value\n      // (vendor notes ride spec_resolved on some adapters).\n      if (k === \"note\" || k === \"model\" || k === \"process\" || k === \"fabricator\") continue;\n      if (/_id$|_g$/.test(k) || k.indexOf(offer.vendor) === 0 || k.indexOf(\"craftcloud\") === 0) continue;\n      var v = String(s[k]);\n      if (!v || v.length > 40) continue;\n      if (/\\.(stl|step|stp|obj|3mf|amf|ply|iges|igs|dxf|svg|pdf|ai|eps|png|jpe?g|ufp)$/i.test(v)) continue;\n      if (k === \"material\") v = v.replace(/_/g, \" \");\n      out.push({ key: k, label: v });\n    }\n    return out.slice(0, 3);\n  }\n\n  // make-this's .sub token run (App.tsx subBits): PROCESS leads, then the\n  // spec bits, and quantity always closes the run. Every token that has a\n  // question worth asking is a chip; the rest stay plain text.\n  function specLine(offer) {\n    var parts = [];\n    var noun = PROCESS_QUESTION_NOUNS[offer.process] || prettySlug(offer.process);\n    parts.push(chip(PROCESS_LABELS[offer.process] || offer.process,\n      \"What is \" + noun + \", and when is it the best choice?\",\n      \"Ask about \" + noun));\n    specEntries(offer).forEach(function (e) {\n      if (e.key === \"material\") {\n        parts.push(chip(e.label, \"Tell me about \" + e.label + \" \\u2014 pros and cons?\",\n          \"Ask about \" + e.label));\n      } else if (e.key === \"color\") {\n        parts.push(chip(e.label, \"Filter by color? This one's quoted in \" + e.label + \".\",\n          \"Ask about color options\"));\n      } else if (e.key === \"finish\") {\n        parts.push(chip(e.label, \"Tell me about the \" + e.label +\n          \" finish \\u2014 what does it add, and what does it cost?\",\n          \"Ask about the \" + e.label + \" finish\"));\n      } else {\n        parts.push(escapeHtml(e.label));\n      }\n    });\n    var bumped = offer.requested_quantity != null;\n    parts.push(chip(bumped ? \"min qty \" + offer.quantity : \"qty \" + offer.quantity,\n      bumped\n        ? \"Quantity options? This one's quoted at the vendor's minimum of \" + offer.quantity + \".\"\n        : offer.quantity === 1\n          ? \"Quantity options? I only have a single one quoted right now.\"\n          : \"Quantity options? I have \" + offer.quantity + \" quoted right now.\",\n      \"Ask about quantity pricing\"));\n    return parts.join(\" \\u00b7 \");\n  }\n\n  // The vendor's shipping-option label, with the \"estimate\" marker taken\n  // out (2026-08-08). It said nothing a shopper can act on — every speed\n  // in the list is an estimate, so tagging each one only added noise to\n  // the widest text on the card. A parenthetical that carries something\n  // ELSE keeps that something: \"(est. — JLC prices freight at checkout)\"\n  // becomes \"(JLC prices freight at checkout)\", which is a real caveat\n  // about who charges the freight, not a hedge.\n  function shipLabel(raw) {\n    return String(raw || \"\")\n      .replace(/\\s*\\((?:estimate|est\\.?)\\)/gi, \"\")\n      .replace(/\\((?:estimate|est\\.)\\s*[\\u2014\\u2013-]\\s*/gi, \"(\")\n      .replace(/\\s{2,}/g, \" \")\n      .trim();\n  }\n\n  // \"you asked for N\" survives the shorter quantity token as a tooltip.\n  function qtyTitle(offer) {\n    return offer.requested_quantity != null\n      ? \" title='vendor minimum \\u2014 you asked for \" + offer.requested_quantity + \"'\"\n      : \"\";\n  }\n\n  // ---------------------------------------------------------------------\n  // The price story — three lines, exactly make-this.ai's card (its\n  // src/lib/checkout.ts allInFromCents / shippingLabel / arrivalLabel,\n  // ported; the server's terse text layer carries the same three\n  // functions so the model's chat list quotes the board's numbers).\n  // Headline = ALL-IN (part + a shipping option), one fine line saying\n  // what that already includes, arrival = the date that option buys.\n  //\n  // Each takes the CHOSEN option, defaulting to the cheapest — which is\n  // the board's opening state and the number the model quotes. Picking a\n  // faster speed re-tells all three lines against that option (2026-08-08):\n  // a card that keeps showing the cheapest price while the user has\n  // express selected is quoting an offer they are no longer buying.\n  //\n  // The NUMBERS must stay identical to the server's copies — the board and\n  // the model's chat list may never quote different money for one offer.\n  // The WORDING of the inclusion line deliberately differs: this surface\n  // has a shipping picker sitting beside it and chat does not (see\n  // inclusionLabel below).\n  // ---------------------------------------------------------------------\n\n  // Cheapest option, earliest arrival breaking a cost tie.\n  function cheapestOption(offer) {\n    var best = null;\n    (offer.shipping_options || []).forEach(function (s) {\n      if (typeof s.cost_cents !== \"number\") return;\n      if (!best || s.cost_cents < best.cost_cents ||\n          (s.cost_cents === best.cost_cents && (s.eta_date || \"9999\") < (best.eta_date || \"9999\"))) {\n        best = s;\n      }\n    });\n    return best;\n  }\n\n  // The option a given id names, falling back to the cheapest.\n  function optionById(offer, id) {\n    var opts = offer.shipping_options || [];\n    for (var i = 0; i < opts.length; i++) if (opts[i].id === id) return opts[i];\n    return cheapestOption(offer);\n  }\n\n  function allInCents(offer, chosen) {\n    var c = chosen || cheapestOption(offer);\n    if (!c) return offer.subtotal_cents;\n    // The wire's total_from_cents IS subtotal + cheapest, so it only\n    // answers for the cheapest option; any other speed is summed here.\n    if (c === cheapestOption(offer) && typeof offer.total_from_cents === \"number\") {\n      return offer.total_from_cents;\n    }\n    return offer.subtotal_cents + c.cost_cents;\n  }\n\n  // What the headline already includes.\n  //\n  // The shipping COST is deliberately not repeated here (2026-08-08): the\n  // picker sits inches away, shows that exact number, and both it and the\n  // headline move together when the user changes speed — printing it a\n  // third time only made the card repeat itself. Charges the picker never\n  // shows KEEP their amounts: a vendor's startup fee or order minimum is\n  // baked into the headline and this line is its only home on the card,\n  // so dropping those figures would hide money rather than de-duplicate\n  // it. (The server's copy of this function keeps every amount — the\n  // model's chat line has no picker beside it to read them off.)\n  function inclusionLabel(offer, chosen) {\n    var c = chosen || cheapestOption(offer);\n    // No priced option at all: the headline is the bare part price, with\n    // nothing added to it. Claim exactly that and nothing about shipping.\n    if (!c) return \"no added fees\";\n    var shipBit = c.cost_cents === 0 ? \"free shipping\" : \"shipping\";\n    var min = offer.min_order;\n    if (min && typeof min.threshold_cents === \"number\" && min.threshold_cents > 0) {\n      if (min.kind === \"startup_fee\") {\n        return \"incl. \" + money(min.threshold_cents) + \" startup fee + \" + shipBit;\n      }\n      if (offer.subtotal_cents < min.threshold_cents && c.cost_cents > 0) {\n        return \"incl. top-up to their \" + money(min.threshold_cents) + \" order min.\";\n      }\n      return \"incl. \" + money(min.threshold_cents) + \" min. purchase + \" + shipBit;\n    }\n    return \"incl. \" + shipBit;\n  }\n\n  // The date the headline BUYS — never a different option's date beside\n  // this option's price.\n  function arrivalIso(offer, chosen) {\n    var c = chosen || cheapestOption(offer);\n    if (c && c.eta_date) return c.eta_date;\n    var dates = (offer.shipping_options || []).map(function (s) { return s.eta_date; })\n      .filter(Boolean).sort();\n    return dates.length ? dates[0] : \"\";\n  }\n\n  // The story splits in two because its halves live in different rows on\n  // an orderable card: the money sits with the offer up top, the DATE\n  // rides down beside Checkout — the arrival is what the button is\n  // buying, so it reads as part of that decision. A missing \"chosen\"\n  // means the cheapest option, the board's opening state.\n  function priceHeadHtml(offer, chosen) {\n    var incl = inclusionLabel(offer, chosen);\n    return \"<div class='price'>\" + money(allInCents(offer, chosen)) + \"</div>\" +\n      (incl ? \"<div class='fine'>\" + incl + \"</div>\" : \"\");\n  }\n\n  function etaInnerHtml(offer, chosen) {\n    var eta = arrivalIso(offer, chosen);\n    return eta ? \"\\u2192 \" + fmtEtaShort(eta) + \" <span class='est'>est.</span>\" : \"\";\n  }\n\n  // The whole block, still stacked — near-miss cards have no Checkout row\n  // for the date to sit beside.\n  function priceStoryHtml(offer, chosen) {\n    var eta = etaInnerHtml(offer, chosen);\n    return priceHeadHtml(offer, chosen) +\n      (eta ? \"<div class='eta'>\" + eta + \"</div>\" : \"\");\n  }\n\n  // The board's award pills — a port of make-this's superlatives.ts. Out\n  // of everything this query returned, which card is the CHEAPEST (lowest\n  // all-in, the same number its own headline shows) and which is the\n  // FASTEST (earliest arrival across its options). One card can hold both.\n  //\n  // Awards read the DEFAULT all-in, never the shopper's current speed\n  // pick: they are a fact about the query, so they must not shuffle\n  // around the board every time someone opens a dropdown.\n  //\n  // No awards on a board of fewer than two cards — a lone offer being\n  // \"cheapest\" is noise, not information. Ties keep board order.\n  function earliestEtaOf(offer) {\n    var etas = (offer.shipping_options || [])\n      .map(function (s) { return s.eta_date; })\n      .filter(function (d) { return typeof d === \"string\" && d.length > 0; });\n    return etas.length ? etas.reduce(function (m, d) { return d < m ? d : m; }) : null;\n  }\n\n  function awardSuperlatives(offers) {\n    var out = {};\n    var pool = (offers || []).filter(function (o) { return !!o.id; });\n    if (pool.length < 2) return out;\n    var cheap = null, fast = null;\n    pool.forEach(function (o) {\n      var v = allInCents(o);\n      if (typeof v === \"number\" && (!cheap || v < cheap.v)) cheap = { id: o.id, v: v };\n      var e = earliestEtaOf(o);\n      if (e && (!fast || e < fast.v)) fast = { id: o.id, v: e };\n    });\n    if (cheap) out[cheap.id] = (out[cheap.id] || []).concat(\"cheapest\");\n    if (fast) out[fast.id] = (out[fast.id] || []).concat(\"fastest\");\n    return out;\n  }\n\n  // Why a near-miss sits outside the constraints — derived from the MACHINE\n  // fields (earliest_eta/days_late/cents_over/field), matching the text layer,\n  // with the exact wire detail string as the fallback.\n  function nearMissWhy(ex) {\n    if (!ex) return \"\";\n    if (ex.reason === \"deadline\" && ex.earliest_eta) {\n      return \"arrives \" + fmtDate(ex.earliest_eta) +\n        (ex.days_late != null\n          ? \" \\u2014 \" + ex.days_late + (ex.days_late === 1 ? \" day\" : \" days\") + \" past the deadline\"\n          : \" \\u2014 past the deadline\");\n    }\n    if (ex.reason === \"budget\" && ex.cents_over != null) return money(ex.cents_over) + \" over budget\";\n    if (ex.reason === \"attribute\" && ex.field) return \"no \" + ex.field + \" claim\";\n    return ex.detail || \"\";\n  }\n\n  // Lanes promised in routing.expected_vendors whose offer hasn't landed\n  // yet — the placeholder-card list while the quote streams.\n  function pendingLanes() {\n    var q = state.quote;\n    if (!q || q.status !== \"quoting\" || !q.routing || !q.routing.expected_vendors) return [];\n    var offered = {};\n    (q.offers || []).forEach(function (o) { offered[o.vendor + \"|\" + o.process] = true; });\n    return q.routing.expected_vendors.filter(function (ev) {\n      return !offered[ev.vendor + \"|\" + ev.process];\n    });\n  }\n\n  function prettySlug(s) { return String(s).replace(/[_-]/g, \" \"); }\n\n  function escapeHtml(s) {\n    return String(s).replace(/[&<>\"']/g, function (c) {\n      return { \"&\": \"&amp;\", \"<\": \"&lt;\", \">\": \"&gt;\", '\"': \"&quot;\", \"'\": \"&#39;\" }[c];\n    });\n  }\n\n  // The vendor's mark ahead of its name (ALC-46). Empty string when the\n  // offer carries no logo — the name stands alone, never a broken image.\n  function vendorIconHtml(url) {\n    if (!url) return \"\";\n    return \"<img class='vicon' src='\" + escapeHtml(url) + \"' alt='' onerror='this.remove()'>\";\n  }\n\n  // The little origin flags after the vendor name (ALC-61): regional-\n  // indicator emoji from the wire's ships_from regions (1-2 ISO codes;\n  // \"EU\" bloc = one EU flag for a multi-EU-country network; Xometry\n  // shows US + EU; the lone \"WW\" = a globe for a truly worldwide\n  // network, a curated fact, never a fallback), tooltip = \"ships from\n  // <region> & <region>\" / \"ships worldwide\". Empty string when the\n  // wire carries no regions — an origin nobody researched shows\n  // nothing, never a guessed flag.\n  function flagHtml(shipsFrom) {\n    var codes = (Array.isArray(shipsFrom) ? shipsFrom : [shipsFrom])\n      .filter(function (c) { return c && /^[A-Za-z]{2}$/.test(String(c)); })\n      .slice(0, 2);\n    if (!codes.length) return \"\";\n    var flags = \"\", names = [], world = false;\n    codes.forEach(function (c) {\n      var cc = String(c).toUpperCase();\n      if (flags) flags += \" \"; // two-flag runs read as two flags (ALC-82)\n      if (cc === \"WW\") {\n        world = true;\n        flags += \"\\uD83C\\uDF0D\";\n        names.push(\"worldwide\");\n        return;\n      }\n      flags += String.fromCodePoint(\n        0x1f1e6 + cc.charCodeAt(0) - 65, 0x1f1e6 + cc.charCodeAt(1) - 65);\n      var name = cc;\n      try { name = new Intl.DisplayNames([\"en\"], { type: \"region\" }).of(cc) || cc; } catch (e) {}\n      names.push(name);\n    });\n    var title = world && codes.length === 1\n      ? \"ships worldwide\" : \"ships from \" + names.join(\" & \");\n    return \"<span class='flag' title='\" + escapeHtml(title) + \"'>\" + flags + \"</span>\";\n  }\n\n  // Put a question to the agent as an ordinary, VISIBLE user turn — the\n  // same channel the Checkout button uses. Never a hidden prompt: the\n  // conversation stays honest and replayable.\n  function askAgent(msg) {\n    var a = api();\n    if (a && typeof a.sendFollowUpMessage === \"function\") a.sendFollowUpMessage({ prompt: msg });\n    else if (a && typeof a.sendFollowupTurn === \"function\") a.sendFollowupTurn({ prompt: msg });\n  }\n\n  // One delegated listener for every ask-chip on the board. Bound to the\n  // root element once, which render() empties but never replaces, so it\n  // survives every re-render.\n  root.addEventListener(\"click\", function (ev) {\n    var t = ev.target;\n    var el = t && t.closest ? t.closest(\"[data-msg]\") : null;\n    if (!el) return;\n    ev.stopPropagation();\n    askAgent(el.getAttribute(\"data-msg\"));\n  });\n\n  function render() {\n    var q = state.quote;\n    if (!q) return;\n    root.innerHTML = \"\";\n    if (!q.offers) q.offers = [];\n    // The duplicate-board stop (2026-08-07). The server sets this when a\n    // board-bearing tool was called with nothing to change — the model\n    // looking again at offers already on screen. ChatGPT mounts an embed\n    // for that call no matter what comes back, so the ONE thing left in\n    // our control is what the embed draws: a single quiet line, never a\n    // rival copy of the list.\n    if (q.same_board_as_before) {\n      var dupe = document.createElement(\"div\");\n      dupe.className = \"same-board\";\n      dupe.textContent = \"\\u2191 Same offers as the board above \\u2014 nothing has changed.\";\n      root.appendChild(dupe);\n      return;\n    }\n    var pending = pendingLanes();\n    var nearMissesEarly = q.near_misses || [];\n    // Nothing landed inside the quote call's cap, and the makers are\n    // still working: show the loading skeleton again rather than a board\n    // that announces its own emptiness. finalize_quote paints the real\n    // one underneath a moment later, so a sentence here only described\n    // plumbing the user did not ask about — and a header reading\n    // \"0 options\" alongside it was worse.\n    if (q.offers.length === 0 && pending.length === 0 &&\n        nearMissesEarly.length === 0 && q.status === \"quoting\") {\n      root.innerHTML = SKELETON_HTML;\n      return;\n    }\n    // Awards are judged over the ORDERABLE cards only — near-misses are\n    // context, not contenders for \"cheapest\".\n    var awards = awardSuperlatives(q.offers);\n    var hdr = document.createElement(\"div\");\n    hdr.className = \"hdr\";\n    // One header line (ALC-119): the hand-off to the full builder on the\n    // left — for buyers who need to define the part itself (threads,\n    // print orientation, which face prints down) before quoting — and\n    // \"powered by AFN\" on the right, exactly as make-this wears it. The\n    // old \"5 options · ranked by …\" count went with the redesign; the\n    // cards below (and the per-vendor loading placeholders) already tell\n    // that story. Both links open in a new tab: the widget lives inside\n    // a ChatGPT conversation, and navigating the embed itself would\n    // replace the board with a website.\n    hdr.innerHTML = \"<a class='mt-link' href='https://make-this.ai' \" +\n      \"target='_blank' rel='noopener noreferrer' \" +\n      \"title='Open make-this.ai: inspect the 3D model, set threads, print orientation, finishes and more'>\" +\n      \"Need finer control over your quote?</a>\" +\n      \"<a class='afn-badge' href='https://agenticfabricationnetwork.ai' \" +\n      \"target='_blank' rel='noopener noreferrer' title='Agentic Fabrication Network'>\" +\n      AFN_MARK + \"powered by <b>AFN</b></a>\";\n    root.appendChild(hdr);\n\n    var nearMisses = q.near_misses || [];\n    if (q.offers.length === 0 && pending.length === 0) {\n      var empty = document.createElement(\"div\");\n      empty.className = \"empty\";\n      // Only-near-misses is NOT \"no offers\": real bids exist, each one\n      // constraint away — say so and show them below. A still-quoting\n      // board with nothing landed yet is NOT \"no offers\" either — the\n      // network is working; never present in-progress as failure.\n      // Notes are agent-facing wire context, never user copy (founder\n      // call, 2026-07-26 live test) — they stay out of the board.\n      // The still-quoting case never reaches here any more: it returns\n      // the loading skeleton above, wordlessly.\n      empty.textContent = nearMisses.length\n        ? \"No offers met every constraint \\u2014 these real bids sit just outside:\"\n        : \"No offers matched.\";\n      root.appendChild(empty);\n      if (!nearMisses.length) return;\n    }\n\n    // Auto-routed quotes can span processes: group with light headers —\n    // unless an \"organize by\" ordering applies. A sort is a GLOBAL\n    // statement (\"cheapest on top\", \"most green first\"); regrouping by\n    // process would quietly break it, so sorted boards render flat in\n    // the server's order.\n    var processes = [];\n    q.offers.forEach(function (o) {\n      if (processes.indexOf(o.process) === -1) processes.push(o.process);\n    });\n    var ordered = q.offers;\n    if (processes.length > 1 && !q.order_by) {\n      ordered = [];\n      processes.forEach(function (p) {\n        ordered.push({ groupHeader: p });\n        q.offers.forEach(function (o) { if (o.process === p) ordered.push(o); });\n      });\n    }\n\n    ordered.forEach(function (offer) {\n      if (offer.groupHeader) {\n        var gh = document.createElement(\"div\");\n        gh.className = \"group-hdr\";\n        gh.textContent = String(offer.groupHeader).replace(/_/g, \" \");\n        root.appendChild(gh);\n        return;\n      }\n      var card = document.createElement(\"div\");\n      card.className = \"offer\";\n\n      var thumb;\n      if (offer.preview && offer.preview.status === \"ready\" && offer.preview.url) {\n        thumb = document.createElement(\"img\");\n        thumb.className = \"thumb\";\n        thumb.src = offer.preview.url;\n        thumb.alt = \"product preview\";\n      } else {\n        thumb = document.createElement(\"div\");\n        thumb.className = \"thumb pending\";\n        thumb.textContent = offer.preview && offer.preview.status === \"pending\"\n          ? \"vendor preview rendering…\" : \"no preview\";\n      }\n      card.appendChild(thumb);\n\n      var meta = document.createElement(\"div\");\n      meta.className = \"meta\";\n      var badges = \"\";\n      // Award pills — facts of THIS query (cheapest all-in, earliest\n      // arrival), computed over the cards on screen so they always agree\n      // with numbers the eye can check. They replace the old \"Best value\"\n      // badge and its green ring (2026-08-08): that was a VERDICT, and\n      // make-this retired the same verdict on 2026-07-29 for the same\n      // reason — the board shows, the buyer judges.\n      // Every pill is an ask-chip too: the pill states a fact, the click\n      // asks what it means for this order.\n      (awards[offer.id] || []).forEach(function (a) {\n        badges += chip(a,\n          a === \"cheapest\"\n            ? \"This one's the cheapest on the board \\u2014 what am I giving up for that?\"\n            : \"This one arrives first \\u2014 what am I paying for that speed?\",\n          \"Ask why this is the \" + a, \"badge award\");\n      });\n      if (offer.attributes && offer.attributes.outdoor_rated) {\n        badges += chip(\"outdoor\", \"What does the outdoor rating on this offer actually cover?\",\n          \"Ask about the outdoor rating\", \"badge\");\n      }\n      if (offer.attributes && offer.attributes.submersible) {\n        badges += chip(\"waterproof\", \"What does the waterproof claim on this offer actually cover?\",\n          \"Ask about the waterproof claim\", \"badge\");\n      }\n      // No \"estimate\" pill (make-this parity — its founder call of\n      // 2026-07-29, adopted here 2026-08-08): price_basis still rides the\n      // wire and the model still says \"(est.)\" in chat, but a pill on\n      // every estimated card read as doubt cast on the price rather than\n      // as information.\n      // Order-value floor: the price IS the vendor's per-order minimum, not a\n      // scaled per-part price — say so with the vendor's own wording (title).\n      // Startup fees (kind \"startup_fee\") badge as the fee they are.\n      if (offer.min_order) {\n        var isFee = offer.min_order.kind === \"startup_fee\";\n        badges += chip(isFee ? \"vendor startup fee\" : \"vendor order minimum\",\n          isFee\n            ? \"What is this vendor's startup fee, and does it change if I order more?\"\n            : \"What is this vendor's order minimum, and what happens if I order more?\",\n          String(offer.min_order.detail), \"badge\");\n      }\n      // A vendor with no verified purchases yet reads \"new\", never a\n      // granted 5.0 (make-this parity, 2026-08-07 — the ChatGPT board was\n      // the only surface still printing \"★ 5.0 (0)\", which looks like a\n      // rating nobody earned and buried the vendors who DID earn one).\n      var reviewCount = (offer.vendor_rating && offer.vendor_rating.review_count) || 0;\n      var unrated = offer.fulfillment === \"not_connected\" && reviewCount === 0;\n      if (unrated) {\n        badges += chip(\"new\",\n          \"This maker is new to the network \\u2014 what does that mean for my order?\",\n          \"No verified-purchase reviews on the network yet\", \"badge new-badge\");\n      }\n      // A price we cannot actually buy. The card stays — it is real price\n      // discovery — but it must never look purchasable, so the badge is\n      // the loud one on the card and the buy affordance goes away.\n      if (offer.fulfillment === \"not_connected\") {\n        badges += chip(\"not orderable yet\",\n          \"Why can't I order from \" + offer.vendor_display_name + \" yet?\",\n          \"The price is live, and full ordering support is on the way\",\n          \"badge unconnected\");\n      }\n      // Verified-purchase vendor rating; tap/click reveals facet sub-scores\n      // and the full subprocess drill-down (ALC-38). Inline, the deepest\n      // niche of THIS offer's spec with a track record shows beside the\n      // overall stars — the vendor's rating for what is actually being\n      // bought — with a trend marker when its recent reviews drift from\n      // the lifetime average.\n      var rating = offer.vendor_rating;\n      var facetBits = [];\n      if (rating && rating.facets) {\n        if (rating.facets.quality != null) facetBits.push(\"quality \" + Number(rating.facets.quality).toFixed(1));\n        if (rating.facets.timeliness != null) facetBits.push(\"timeliness \" + Number(rating.facets.timeliness).toFixed(1));\n        if (rating.facets.accuracy != null) facetBits.push(\"accuracy \" + Number(rating.facets.accuracy).toFixed(1));\n      }\n      var track = (rating && rating.spec_track) || [];\n      var trackLabel = function (t) {\n        var raw = t.spec_path ? t.spec_path[t.spec_path.length - 1]\n          : t.material != null ? String(t.material) : String(t.process);\n        return raw.replace(/_/g, \" \");\n      };\n      // \\u25BE below / \\u25B4 above the rung's lifetime average by >= 0.3.\n      var trendChar = function (t) {\n        if (t.stars == null || t.recent_stars == null) return \"\";\n        if (t.recent_stars <= t.stars - 0.3) return \"\\u25BE\";\n        if (t.recent_stars >= t.stars + 0.3) return \"\\u25B4\";\n        return \"\";\n      };\n      var trendHtml = function (t) {\n        var c = trendChar(t);\n        if (!c) return \"\";\n        return \"<span class='trend \" + (c === \"\\u25BE\" ? \"down\" : \"up\") +\n          \"' title='recent reviews average \" + Number(t.recent_stars).toFixed(1) + \"\\u2605'>\" + c + \"</span>\";\n      };\n      var trackBits = track.map(function (t) {\n        var num = t.stars != null\n          ? \"\\u2605 \" + Number(t.stars).toFixed(1) + \" (\" + t.orders + \")\"\n          : t.orders + \" order\" + (t.orders === 1 ? \"\" : \"s\");\n        return trackLabel(t) + \" \" + num + trendChar(t);\n      });\n      var niche = null;\n      for (var ti = track.length - 1; ti >= 0; ti--) {\n        if (track[ti].spec_path && track[ti].stars != null) { niche = track[ti]; break; }\n      }\n      var nicheHtml = niche\n        ? \" \\u00b7 <span class='niche' title='\" + trackBits.join(\" \\u203A \").replace(/'/g, \"&#39;\") + \"'>\" +\n          trackLabel(niche) + \" \\u2605 \" + Number(niche.stars).toFixed(1) +\n          \" <span class='rcount'>(\" + niche.orders + \")</span>\" + trendHtml(niche) + \"</span>\"\n        : \"\";\n      var revealHtml = (trackBits.length ? \"<div>\" + trackBits.join(\" \\u203A \") + \"</div>\" : \"\") +\n        (facetBits.length ? \"<div>\" + facetBits.join(\" \\u00b7 \") + \"</div>\" : \"\");\n      // The count rides the stars ONLY when reviews exist — \"(0)\" beside a\n      // 5.0 reads as a rating built on nothing (make-this parity), and an\n      // unrated unconnected vendor wears the \"new\" badge instead of stars.\n      var ratingHtml = rating && !unrated\n        ? \" \\u00b7 <span class='rating\" + (revealHtml ? \" tappable\" : \"\") + \"'>\\u2605 \" +\n          Number(rating.stars).toFixed(1) +\n          (reviewCount > 0 ? \" <span class='rcount'>(\" + reviewCount + \")</span>\" : \"\") + \"</span>\"\n        : \"\";\n      // WHO first (name + origin + state pills), WHAT underneath (process,\n      // spec, quantity, then the stars) — make-this's .vend / .sub split.\n      // No substitution line on the card (2026-08-08): the model still\n      // states the closest match in chat (chatgptOfferLine keeps it, and\n      // the instructions require presenting it), so the fact survives\n      // where it reads as a sentence instead of card clutter.\n      // The pills ride in their own wrapper so a narrow card can drop them\n      // onto a line of their own, flush with the vendor's mark. Inline,\n      // they wrapped to a second line still carrying a pill's left margin\n      // and sat 6px in from the name above them.\n      meta.innerHTML = \"<div class='vend'>\" + vendorIconHtml(offer.vendor_logo_url) +\n        offer.vendor_display_name + flagHtml(offer.ships_from) +\n        (badges ? \"<span class='pills'>\" + badges + \"</span>\" : \"\") + \"</div>\" +\n        \"<div class='sub'\" + qtyTitle(offer) + \">\" + specLine(offer) +\n        ratingHtml + nicheHtml + \"</div>\" +\n        (revealHtml ? \"<div class='facets'>\" + revealHtml + \"</div>\" : \"\");\n      if (revealHtml) {\n        var ratingEl = meta.querySelector(\".rating\");\n        var facetsEl = meta.querySelector(\".facets\");\n        if (ratingEl && facetsEl) {\n          ratingEl.addEventListener(\"click\", function () {\n            facetsEl.classList.toggle(\"open\");\n          });\n        }\n      }\n      card.appendChild(meta);\n\n      var buy = document.createElement(\"div\");\n      buy.className = \"buy\";\n      var sel = document.createElement(\"select\");\n      (offer.shipping_options || []).forEach(function (s) {\n        var opt = document.createElement(\"option\");\n        opt.value = s.id;\n        // The two facts a speed choice turns on — what it COSTS and when\n        // it LANDS — always survive; the vendor's own label is what gets\n        // shortened when it runs long (some ship a whole sentence as a\n        // label: \"Global Standard (est. — JLC prices freight at\n        // checkout)\"). The cap is generous now that the control has its\n        // own row and can no longer push the card's layout around. Full\n        // text on hover.\n        var label = shipLabel(s.label);\n        opt.title = label;\n        opt.value = s.id;\n        opt.textContent = (label.length > 36 ? label.slice(0, 35) + \"\\u2026\" : label) +\n          \" \\u2014 \" + (s.cost_cents === 0 ? \"free\" : money(s.cost_cents)) +\n          \" \\u00b7 \" + fmtEtaShort(s.eta_date);\n        sel.appendChild(opt);\n      });\n      // The money sits with the offer up top; the arrival goes down beside\n      // Checkout (built below). This picks the concrete speed the button\n      // orders — and both halves follow the pick.\n      var price = document.createElement(\"div\");\n      price.className = \"pricebox\";\n      price.innerHTML = priceHeadHtml(offer);\n      var etaEl = document.createElement(\"span\");\n      etaEl.className = \"eta beside\";\n      etaEl.innerHTML = etaInnerHtml(offer);\n      // Picking a speed re-tells every part against THAT option: headline,\n      // what it includes, and the date it buys. Leaving the cheapest price\n      // on screen under an express selection would quote the user an offer\n      // they are no longer buying — and the Checkout button already sends\n      // sel.value as the shipping_option_id, so the card would be\n      // contradicting the order it is about to place.\n      sel.addEventListener(\"change\", function () {\n        var chosen = optionById(offer, sel.value);\n        price.innerHTML = priceHeadHtml(offer, chosen);\n        etaEl.innerHTML = etaInnerHtml(offer, chosen);\n        // Values changing in place are easy to miss; one short pulse\n        // points at what moved without animating on every render. Both\n        // the price and the date get it — they now sit rows apart, so a\n        // pulse on one would not draw the eye to the other.\n        [price.querySelector(\".price\"), etaEl].forEach(function (el) {\n          if (!el) return;\n          el.classList.remove(\"bump\");\n          void el.offsetWidth; // restart the animation\n          el.classList.add(\"bump\");\n        });\n      });\n      // \"Checkout\", not \"Choose\": the button IS the path to payment —\n      // zero-friction doctrine (founder call, 2026-07-26 live test).\n      var btn = document.createElement(\"button\");\n      btn.textContent = \"Checkout\";\n      // An unconnected lane has no payment path to send the model down, so\n      // the button is genuinely dead: disabled, greyed, not-allowed cursor.\n      // It keeps the word \"Checkout\" though (2026-08-08) — the row reads\n      // the same down the whole board, and the state is already said out\n      // loud by the amber \"not orderable yet\" pill up on the vendor line,\n      // which is where a buyer looks for WHY. The tooltip carries the\n      // longer explanation. What matters is that it cannot be pressed:\n      // the wire refuses these ids at checkout either way.\n      if (offer.fulfillment === \"not_connected\") {\n        btn.disabled = true;\n        btn.className = \"dead\";\n        btn.title = \"We're not fully connected to \" + offer.vendor_display_name +\n          \" yet — the price is live, but we can't place the order for you just yet. \" +\n          \"We're working hard to bring them fully onto the network.\";\n        sel.disabled = true;\n      }\n      btn.onclick = function () {\n        askAgent(\"I want offer \" + offer.id + \" with shipping option \\\"\" + sel.value +\n          \"\\\". Create the checkout now and give me the payment link (I'll enter my address on the payment page).\");\n      };\n      // Row 2: the picker under the vendor on the left, and on the right\n      // the arrival date immediately left of Checkout — \"lands Aug 18,\n      // buy it\" reads as one line, and both halves of it answer to the\n      // speed picker sitting across the row.\n      buy.appendChild(price);\n      card.appendChild(buy);\n      var ship = document.createElement(\"div\");\n      ship.className = \"ship\";\n      ship.appendChild(sel);\n      card.appendChild(ship);\n      var actions = document.createElement(\"div\");\n      actions.className = \"actions\";\n      actions.appendChild(etaEl);\n      actions.appendChild(btn);\n      card.appendChild(actions);\n      root.appendChild(card);\n    });\n\n    // Vendors still pricing: one placeholder card per pending lane, the\n    // whole card a constant-rate green fill (p90 pacing: the answer\n    // beats the bar ~9 times in 10). AFN owns every timer; the client\n    // only interpolates wire absolutes: a lane carrying published_at +\n    // deadline (with the payload's served_at as the clock anchor) is\n    // paced by (deadline - published_at) and mounted mid-fill via a\n    // negative animation-delay computed on the SERVER clock — exactly\n    // where the server says the lane is, regardless of the client's\n    // clock. The bar paces to the 97% hold (the loadfill keyframe) —\n    // the right edge belongs to the ANSWER (ALC-84 follow-up): when\n    // the vendor answers, the next render replaces the placeholder\n    // with the real offer card — the \"snap\" IS the completion. A lane\n    // slower than its estimate holds at 97% until its answer lands or\n    // the server retires it from expected_vendors when its run fails;\n    // the client never decides a lane is dead.\n    // Absolutes-less payloads (old servers) fall back to expected_wait_s\n    // paced from the client-side pendingSince first-seen anchor.\n    var now = Date.now();\n    // Clock offset, computed ONCE per render: client-now minus the\n    // server-now the payload was served at. Subtracting it from\n    // Date.now() re-expresses \"now\" on the server's clock.\n    var servedAtMs = q.served_at ? Date.parse(q.served_at) : NaN;\n    var offsetMs = isNaN(servedAtMs) ? null : now - servedAtMs;\n    var liveKeys = {};\n    if (pending.length) {\n      var phHdr = document.createElement(\"div\");\n      phHdr.className = \"group-hdr\";\n      phHdr.textContent = \"Still pricing\";\n      root.appendChild(phHdr);\n      pending.forEach(function (ev) {\n        // Wire-absolute pacing when the lane + payload carry it: the\n        // server clock alone decides where the bar sits. Durations run\n        // at the shared visual tempo (2.5x — ALC-84 follow-up 4: \"just\n        // slow down the bar visual loading\"); the wire number stays\n        // the pacing basis, never the on-screen speed.\n        var TEMPO = 2.5;\n        var durationS = null, delayS = null;\n        if (offsetMs !== null && ev.published_at && ev.deadline) {\n          var pubMs = Date.parse(ev.published_at);\n          var deadMs = Date.parse(ev.deadline);\n          if (!isNaN(pubMs) && !isNaN(deadMs) && deadMs > pubMs) {\n            var serverNowMs = now - offsetMs;\n            durationS = (TEMPO * (deadMs - pubMs)) / 1000;\n            // Negative delay mounts the bar mid-fill at the server-said\n            // elapsed fraction; clamped so it never starts in the future.\n            delayS = Math.min(0, -((serverNowMs - pubMs) / 1000));\n          }\n        }\n        if (durationS === null) {\n          // Fallback for absolutes-less payloads (old servers): pace by\n          // expected_wait_s, resume across re-renders from the\n          // client-side first-seen anchor.\n          var key = ev.vendor + \"|\" + ev.process;\n          liveKeys[key] = true;\n          if (!state.pendingSince[key]) state.pendingSince[key] = now;\n          var elapsedS = (now - state.pendingSince[key]) / 1000;\n          durationS = TEMPO * (ev.expected_wait_s > 0 ? ev.expected_wait_s : 8);\n          delayS = -Math.min(elapsedS, durationS);\n        }\n        var card = document.createElement(\"div\");\n        card.className = \"offer quoting\";\n        var fill = document.createElement(\"div\");\n        fill.className = \"loadfill\";\n        fill.style.animationDuration = durationS + \"s\";\n        fill.style.animationDelay = delayS + \"s\";\n        // No client-side kick: a lane leaves expected_vendors only when\n        // its run settles; a bar at the hold just waits for its answer.\n        card.appendChild(fill);\n        // The \"about to load\" wave: fades in as the fill nears the hold\n        // and sweeps the filled stretch until the answer lands — same\n        // numbers as the fill, one subtraction apart.\n        var wave = document.createElement(\"div\");\n        wave.className = \"loadwave\";\n        wave.style.animationDelay = (delayS + 0.92 * durationS) + \"s\";\n        card.appendChild(wave);\n        var thumb = document.createElement(\"div\");\n        thumb.className = \"thumb pending\";\n        thumb.textContent = \"pricing\\u2026\";\n        card.appendChild(thumb);\n        var meta = document.createElement(\"div\");\n        meta.className = \"meta\";\n        var spec = document.createElement(\"div\");\n        spec.className = \"vend\";\n        // The lane's brand mark while it prices (ALC-46): the buyer sees\n        // WHO is being asked, not just a slug. Missing/failed logo → name alone.\n        if (ev.logo_url) {\n          var icon = document.createElement(\"img\");\n          icon.className = \"vicon\";\n          icon.src = ev.logo_url;\n          icon.alt = \"\";\n          icon.onerror = function () { icon.remove(); };\n          spec.appendChild(icon);\n        }\n        spec.appendChild(document.createTextNode(prettySlug(ev.vendor)));\n        if (ev.ships_from) spec.insertAdjacentHTML(\"beforeend\", flagHtml(ev.ships_from));\n        var vendorLine = document.createElement(\"div\");\n        vendorLine.className = \"sub\";\n        vendorLine.textContent = prettySlug(ev.process) + \" \\u00b7 quote on the way\";\n        meta.appendChild(spec);\n        meta.appendChild(vendorLine);\n        card.appendChild(meta);\n        // No printed seconds: the wait paces the bar's animation only —\n        // an estimate an animation can absorb becomes a lie in print.\n        root.appendChild(card);\n      });\n    }\n    // Prune snapped/cancelled lanes so a lane that comes back later\n    // (new refine) starts its bar fresh.\n    for (var pk in state.pendingSince) {\n      if (!liveKeys[pk]) delete state.pendingSince[pk];\n    }\n\n    // Near misses: REAL vendor bids that failed exactly ONE stated\n    // constraint — visually separated, reason per card, never orderable\n    // as-is (no Choose button; checkout refuses their ids).\n    if (nearMisses.length) {\n      var nmHdr = document.createElement(\"div\");\n      nmHdr.className = \"group-hdr\";\n      nmHdr.textContent = \"Just outside constraints\";\n      root.appendChild(nmHdr);\n      var nmNote = document.createElement(\"div\");\n      nmNote.className = \"nm-note\";\n      nmNote.textContent = \"Real bids that missed one constraint \\u2014 not orderable as-is; relax that constraint to convert them.\";\n      root.appendChild(nmNote);\n      nearMisses.forEach(function (o) {\n        var card = document.createElement(\"div\");\n        card.className = \"offer nearmiss\";\n        var thumb;\n        if (o.preview && o.preview.status === \"ready\" && o.preview.url) {\n          thumb = document.createElement(\"img\");\n          thumb.className = \"thumb\";\n          thumb.src = o.preview.url;\n          thumb.alt = \"product preview\";\n        } else {\n          thumb = document.createElement(\"div\");\n          thumb.className = \"thumb pending\";\n          thumb.textContent = o.preview && o.preview.status === \"pending\"\n            ? \"vendor preview rendering\\u2026\" : \"no preview\";\n        }\n        card.appendChild(thumb);\n        var meta = document.createElement(\"div\");\n        meta.className = \"meta\";\n        var why = nearMissWhy(o.excluded_by);\n        // Same WHO-then-WHAT anatomy as an orderable card; the \"why it\n        // missed\" badge rides the vendor row where the state pills sit.\n        meta.innerHTML = \"<div class='vend'>\" + vendorIconHtml(o.vendor_logo_url) +\n          o.vendor_display_name + flagHtml(o.ships_from) +\n          (why ? \"<span class='pills'>\" + chip(why,\n            \"This one missed by \\\"\" + why + \"\\\" \\u2014 what would it take to make it work?\",\n            \"Ask what it would take to qualify this offer\", \"badge why\") + \"</span>\" : \"\") + \"</div>\" +\n          \"<div class='sub'\" + qtyTitle(o) + \">\" + specLine(o) + \"</div>\";\n        card.appendChild(meta);\n        var buy = document.createElement(\"div\");\n        buy.className = \"buy\";\n        buy.innerHTML = priceStoryHtml(o);\n        card.appendChild(buy);\n        root.appendChild(card);\n      });\n    }\n\n    // Processes UFP can't quote yet (auto-routing) — one-line note.\n    if (q.routing && q.routing.also_possible && q.routing.also_possible.length) {\n      var also = document.createElement(\"div\");\n      also.className = \"also-note\";\n      also.textContent = \"Also possible (no vendor yet): \" +\n        q.routing.also_possible.map(function (a) {\n          return String(a.process).replace(/_/g, \" \") + \" — \" + a.reason;\n        }).join(\" · \");\n      root.appendChild(also);\n    }\n\n    // quote.notes are agent-facing wire context (vendor availability,\n    // price-refresh mechanics) — the model relays what's relevant in its\n    // own words; the board never prints them raw (founder call,\n    // 2026-07-26 live test: the strip read as errors shot at the user).\n\n    // Experiment C verdict (2026-07-26, three live rounds): widget-\n    // initiated tool calls never reached the server on either transport\n    // (openai.callTool or the MCP Apps bridge) — today's ChatGPT runtime\n    // doesn't deliver them. The poll machinery above stays dormant for\n    // the day it does; the visible diag line is gone.\n  }\n\n  function hasPendingPreviews() {\n    var q = state.quote;\n    return !!(q && q.offers && q.offers.some(function (o) {\n      return o.preview && o.preview.status === \"pending\";\n    }));\n  }\n\n  function isStillQuoting() {\n    return !!(state.quote && state.quote.status === \"quoting\");\n  }\n\n  // Self-polling, take two (experiment C, 2026-07-26). The old poll went\n  // through refine_quote, whose openai/outputTemplate made ChatGPT stack\n  // a NEW board per pass (\"3 responses climbing to 100%\"). poll_quote\n  // carries no output template: the result flows back through the\n  // callTool promise and THIS board re-renders in place — one embed,\n  // tiles fill live. 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