Spark teaches Glimmer: brief writer

Name: Pier Gull Counter
Tagline: Count every seagull in your pier clip.
Flow:

1. Upload your short video from the pier.
2. Confirm time range to scan.
3. Get total count with outlined birds and timestamps.
   Models:

• SAM 3.1 for finding, outlining and counting objects in photos and video
• Muse Spark 1.3 for text and image understanding and structured answers
  Limits:
• May miss distant or heavily occluded gulls.
• Fast flight can cause double-counts.
• Short clips under 2 minutes work best.
  Cost per run: $0.02

Name: Pier Seagull Counter

Tagline: Count seagulls in your pier video with frame-by-frame tracking.

Flow

1. Upload short pier video and set start/end time range.
2. Review per-frame detections and adjust confidence threshold.
3. Get total unique seagull count and export summary.

Models

• SAM 3.1 for finding, outlining and counting objects in photos and video — detect and track seagulls across video frames.
• Muse Spark 1.3 for text and image understanding and structured answers — interpret your request and return structured count results with explanation.

Limits

• Counting accuracy drops with heavy overlap, motion blur, or small distant birds.
• No species verification beyond visual similarity to seagulls.
• Max video length and resolution limited by processing budget.

Cost per run: ~$0.015

Name: Pier Gull Counter
Tagline: Count every seagull in your pier video.
Flow:

1. Upload your short pier video.
2. Review auto-outlined gulls frame by frame.
3. Get final count with timestamps.
   Models:

• SAM 3.1 for finding, outlining and counting objects in photos and video
• Muse Spark 1.3 for text and image understanding and structured answers
  Limits:
• Misses heavily occluded or fast-flying gulls.
• Poor in dark, blurry, or crowded water.
  Cost per run: $0.012

Name: Pack From Closet

Tagline: Turn that messy closet pic into a trip-ready packing list.

Flow:

1. Upload your closet photo and enter destination, days, and weather.
2. Review auto-detected tops, bottoms, shoes, and layers.
3. Check off items to get your final packing checklist.

Models:

• SAM 3.1 for finding, outlining and counting clothes in the photo
• Muse Spark 1.3 for image understanding and structured packing answers
• Muse Wonder 1.0 for long multi-step trip planning

Limits:

• Only sees visible items, not inside drawers or laundry bins
• Can mix up similar colors or layered clothes in clutter

Cost per run: $0.012

Name: Closet Pack List
Tagline: Turn your messy closet into a ready-to-pack list.
Flow:

1. Upload your messy closet photo.
2. Review and check off detected clothes and shoes.
3. Get a clean packing list to save or share.
   Models:

• SAM 3.1 for finding, outlining and counting clothes in the photo
• Muse Spark 1.3 for text and image understanding and structured answers to name items and build the list
  Limits:
• Can't see inside bags, drawers, or piles fully hidden behind others
• May mislabel similar items like black tees or jeans
  Cost per run: $0.008

Name: Egg Crack Counter
Tagline: Stop hand-tallying, get your cracked count in seconds.

Flow:

1. Upload this morning's conveyor belt photo.
2. Mark one cracked and one good egg to guide detection.
3. Review the outlined count and save the tally.

Models:

• SAM 3.1 for finding, outlining and counting objects in photos
• Muse Spark 1.3 for text and image understanding and structured answers

Limits:

• Overlapping or stacked eggs around 200+ can be undercounted.
• Blurry photos or glare on wet shells lowers accuracy.
• Won't distinguish hairline cracks vs dirt without clear close-up.

Cost per run: $0.008

Name: Seedling Saver

Tagline: Keep the tomatoes, pull the weeds.

Flow:

1. Snap a photo of your garden bed.
2. See tomato seedlings outlined in green vs weeds in red.
3. Tap any outline for pull-or-keep advice.

Models:

• SAM 3.1 for finding, outlining and counting objects in photos
• Muse Spark 1.3 for text and image understanding and structured answers

Limits:

• Young seedlings and weeds can look alike, mistakes happen.
• Poor light, overlap, or blurry photos reduce accuracy.
• Does not identify disease or nutrient issues.

Cost per run: ~$0.008

Name: Glare-Free Claim

Tagline: Clean up phone glare to show damage clearly.

Flow:

1. Upload your car damage phone pic and mark the glare area.
2. Preview the de-glared version and compare side-by-side with original.
3. Download a pack with original + enhanced copy and disclosure note for adjuster.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers to detect glare vs. damage
• Muse Image 1.0 for generating or editing images to reduce glare

Limits:

• Cannot recreate damage hidden under glare, only reduces reflection.
• Edited photos may still be rejected - insurers often require originals.
• Works only on phone-quality stills, not heavy blur or video.

Cost per run: ~$0.015

Name: GlareErase Claim

Tagline: Clean windshield photos for insurance approval.

Flow

1. User uploads phone car damage photo and confirms damage area to keep.
2. App isolates windshield/glare region and previews glare removal.
3. User approves edit and exports glare-free photo with claim metadata.

Models

• SAM 3.1 for finding, outlining and counting objects in photos and video: segment windshield and damage area.
• Muse Spark 1.3 for text and image understanding and structured answers: interpret user intent and validate damage is preserved.
• Muse Image 1.0 for generating or editing images: remove glare/reflection and reconstruct underlying damage detail.

Limits

• Cannot recover detail fully obscured by glare; results are inpainted estimates.
• Works best on single windshield glare, not multi-pane or moving reflections.
• Not a forensic tool; insurance may still require original unedited photo.

Cost per run: ~$0.018

Name: Mom's Recipe Reader

Tagline: Turn faded handwriting into clean, printable recipe text.

Flow:

1. Upload photo of mom's handwritten chicken recipe.
2. Review the neat typed draft and fix any flagged unclear words.
3. Save or print the clean recipe card.

Models:

• SAM 3.1 for finding and outlining the recipe paper in the photo
• Muse Spark 1.3 for text and image understanding and structured answers to transcribe handwriting

Limits:

• Very faded or smudged words may be guessed wrong and are marked [unsure].
• Heavy shadows, wrinkles, or fancy cursive can lower accuracy.

Cost per run: ~$0.004

Name: Recipe Handwriting Transcriber

Tagline: Turn messy handwritten recipes into clean typed cards.

Flow

1. User uploads photo of handwritten recipe.
2. App isolates text regions and transcribes ingredients and steps.
3. App outputs neat formatted recipe with title, ingredients, instructions.

Models

• SAM 3.1 for finding, outlining and counting objects in photos and video to isolate the recipe text area from background clutter.
• Muse Spark 1.3 for text and image understanding and structured answers to read handwriting, correct errors, and output structured recipe JSON.
• Muse Image 1.0 for generating or editing images to render a clean printable recipe card layout.

Limits

• Handwriting must be legible; very faint or overlapping ink fails.
• No automatic ingredient substitution or nutrition calculation.
• Works best on single-page photos, not multi-page scans.

Cost per run: ~$0.012

Name: Power Bill Explainer
Tagline: Your confusing electric bill, explained in plain English.

Flow:

1. Upload your bill screenshot.
2. Get usage, rate hikes, and fees broken down simply.
3. Ask follow-ups like "why higher than last month?"

Models:

• Muse Spark 1.3 for text and image understanding and structured answers - reads the screenshot and explains charges.

Limits:

• Can't verify if meter readings are accurate, only what the bill shows.
• Blurry screenshots or cropped totals may misread.

Cost per run: $0.004

Name: Market Apple Counter

Tagline: Count Gala vs Fuji in crowded stall photos, no doubles.

Flow:

1. You upload peak-hour stall photo.
2. App outlines each apple, labels Gala vs Fuji, and flags uncertain spots.
3. You get totals per variety plus uncertainty overlay to re-check.

Models:

• SAM 3.1 for finding, outlining and counting overlapping apples without double counting
• Muse Spark 1.3 for text and image understanding and structured answers to classify Gala vs Fuji and report uncertainty

Limits:

• Heavy occlusion or poor lighting lowers variety accuracy
• Very stacked piles may still undercount hidden apples
• Single photo only, no tracking across video

Cost per run: ~$0.012

Name: Tote Bag Auditor
Tagline: Spot plastic-bag contaminants in recycling totes fast.

Flow:

1. Upload photo of mixed recycling tote.
2. Review outlined plastic bags and correct misses.
3. Save precision-focused count for audit log.

Models:

• SAM 3.1 for finding, outlining and counting plastic bags in photo
• Muse Spark 1.3 for text and image understanding and structured answers to confirm contaminants and format audit

Limits:

• Misses buried / heavily overlapped bags
• Confuses clear film and wrappers with bags
• Low light or blur reduces outline precision

Cost per run: $0.012

Name: Hive Traffic Counter
Tagline: Split-second in-vs-out bee counts without blur double-counts.

Flow:

1. Upload your slow-motion hive entrance video from yesterday.
2. Draw the entrance line to define entering vs leaving.
3. Review in/out totals, net flow, and peak activity timeline.

Models:

• SAM 3.1 for finding, outlining and counting objects in video, tracking bees across frames despite wing blur.
• Muse Wonder 1.0 for long multi-step planning of direction logic and de-duplication.

Limits:

• Heavy pile-ups at entrance can merge and undercount.
• Requires slow-motion; normal-speed video drops accuracy.
• Lighting glare or shadows can cause missed detections.

Cost per run: ~$0.032

Name: Monstera Spot Checker
Tagline: Snap a leaf, get a plain-words overwatering vs. bugs verdict.
Flow:

1. Upload your photo of spotted monstera leaves.
2. Answer 2 quick questions on watering and recent changes.
3. Get a simple verdict - overwatering, bugs, or unsure - plus next step.
   Models:

• SAM 3.1 for finding, outlining and counting brown spots in photos
• Muse Spark 1.3 for text and image understanding and structured answers
  Limits:
• Can't confirm pests without close-up, bugs can look similar
• Dark or blurry photos lower accuracy
• General care advice only, not pesticide dosing
  Cost per run: ~$0.008

Name: Koi Color Counter
Tagline: Count orange vs white koi in your pond clip.
Flow:

1. Upload your short backyard pond clip.
2. App tracks each darting fish and labels orange vs white.
3. See totals, plus still frames with outlines for each group.
   Models:

• SAM 3.1 for finding, outlining and counting objects in photos and video
• Muse Spark 1.3 for text and image understanding and structured answers
  Limits:
• Fast darts, splashes, and overlap can cause missed or double counts.
• Mixed orange-white patterned koi get forced into one group.
  Cost per run: ~$0.02

Koi Color Counter
Tagline: Count orange vs white koi from a pond video clip.

Flow

1. Upload short pond clip and set target colors orange and white.
2. App tracks and outlines each fish across frames to avoid double counts.
3. Review per-fish color breakdown and total counts for orange vs white.

Models

• SAM 3.1 for finding, outlining and counting individual koi in each frame and tracking them across the fast-moving clip.
• Muse Spark 1.3 for text and image understanding and structured answers to classify each tracked fish as orange or white and produce the final counts.

Limits

• Fast motion and overlapping fish can cause missed or merged IDs.
• Color classification struggles with lighting changes, reflections, and muddy water.
• Clip length limited to short bursts for reliable tracking.

Cost per run: ~$0.015

Name: Fridge Magnet Tour
Tagline: Your fridge souvenirs turned into a funny city list.
Flow:

1. Snap or upload your magnet-covered fridge photo.
2. Confirm the auto-detected city list.
3. Get a one-line funny memory for each magnet to save and share.
   Models:

• SAM 3.1 for finding, outlining and counting each magnet.
• Muse Spark 1.3 for reading city names and writing structured funny lines.
  Limits:
• Blurry or overlapping magnets may be missed or misread.
• Memories are invented jokes, not your real trips.
  Cost per run: $0.006

Name: Cheery Sourdough Steps
Tagline: Blog screenshots turned into 5 happy beginner steps.

Flow:

1. Upload your screenshot of the sourdough blog recipe.
2. Tap Rewrite for beginners.
3. Read and save the 5 short cheerful steps.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers to read the screenshot and rewrite it.

Limits:

• Needs a clear, readable screenshot; blurry text may be missed.
• Simplifies for beginners, may drop precise baker's details.

Cost per run: $0.003

Name: Sourdough Simplifier

Tagline: Turn any blog recipe into 5 cheerful beginner steps.

Flow

1. User uploads a screenshot of the sourdough blog recipe.
2. App extracts the ingredients and method from the image and condenses it.
3. User receives 5 short, cheerful steps for beginners with optional copy/share.

Models

• Muse Spark 1.3 for text and image understanding and structured answers — reads the screenshot, extracts recipe content, and rewrites it as 5 short beginner-friendly steps in a cheerful tone.
• Muse Image 1.0 for generating or editing images — optional clean visual card of the 5 steps.

Limits

• Accuracy depends on screenshot clarity and text legibility; handwritten notes may be missed.
• Cheerful tone is generated, not a 1:1 translation of the original author’s voice.
• No baking safety validation; times/temperatures are preserved as

Name: Rent Rise Reader
Tagline: Turn landlord voice memos into exact text plus formal summary.
Flow:

1. Upload your landlord voice memo about the $1450 increase.
2. Review exact transcript with key dates extracted.
3. Copy formal email-format summary for your records.
   Models:

• Muse Voice Transcribe 1.0 for turning speech into text
• Muse Spark 1.3 for text and image understanding and structured answers
  Limits:
• Accuracy drops with background noise or overlapping voices.
• Will not verify legal validity of the rent increase.
  Cost per run: $0.004

Name: Ant Tunnel Mapper
Tagline: From notebook scribble to science-fair-ready ant diagram.
Flow:

1. Upload photo of your notebook ant farm sketch.
2. Check auto-traced tunnels and pick labels like entrance, nursery, food store.
3. Download neat labeled diagram for the poster.
   Models:

• SAM 3.1 for finding and outlining tunnels in the photo
• Muse Spark 1.3 for image understanding and structured labels
• Muse Image 1.0 for generating clean diagram
  Limits:
• Faint pencil lines and lined paper may trace incorrectly.
• Can't infer real tunnel depth or scale from 2D sketch.
• Labels use kid-friendly terms, not scientific accuracy.
  Cost per run: $0.012

Name: Plot Stone Reader
Tagline: Turn weathered headstones into a tidy family table.

Flow:

1. Upload photo of your family plot.
2. Review flagged names and dates and fix any guesses.
3. Save and export a clean family table as CSV.

Models:

• SAM 3.1 for finding and outlining each headstone in the photo.
• Muse Spark 1.3 for text and image understanding and structured answers to read names/dates into a table.

Limits:

• Worn, mossy, or tilted text may be misread and is flagged unsure.
• Does not verify family relationships beyond what is carved.
• Works best with one plot per photo in daylight.

Cost per run: $0.007

Name: Headstone Table Builder

Tagline: Turn cemetery photos into a clean family table.

Flow

1. Upload photo of old headstones and confirm family plot area.
2. Review extracted names, dates and relationships, correct any errors.
3. Export clean family table as CSV or printable chart.

Models

• SAM 3.1 for finding, outlining and counting objects in photos and video — isolate each headstone in the image.
• Muse Spark 1.3 for text and image understanding and structured answers — read names and dates from each headstone and structure into person records.
• Muse Wonder 1.0 for long multi-step planning — link individuals into family groups and build table hierarchy.

Limits

• Hand-carved or heavily weathered inscriptions may be misread.
• Photo angle, glare or overlapping stones reduce accuracy.
• No genealogical verification beyond what is visible on stone.

Cost per run: ~$0.015

Name: Bill Alert Snap
Tagline: Snap your bill, get what you owe fast.
Flow:

1. Upload the screenshot of your overdue electric bill.
2. Tap Check Now.
3. Get one short alert with amount and due date.
   Models:

• Muse Spark 1.3 for text and image understanding and structured answers
  Limits:
• Blurry or cropped screenshots may misread amount or date.
• Does not pay the bill or check balance with the utility.
  Cost per run: $0.003

Name: Claim Sign Helper

Tagline: Know what to sign and where to send in minutes.

Flow:

1. Upload your car insurance claim PDF.
2. Review the checklist of signature pages and send-to address.
3. Check off each signature and submit.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers to find sign fields, dates, and mailing / upload instructions.

Limits:

• Can't verify if forms are legally complete or current.
• Struggles with handwritten notes and poor scans.

Cost per run: ~$0.008

Name: Interview Commute Planner
Tagline: Get there early, calm, and interview-ready.

Flow:

1. Enter interview address, arrival time, and starting location.
2. Compare bus options with total travel time and leave-by times.
3. Pick a plan and get a leave-now reminder with buffer for delays.

Models:

• Muse Spark 1.3 for text understanding and structured commute answers
• Muse Wonder 1.0 for long multi-step planning of routes and timing

Limits:

• No live bus tracking or delay alerts
• Times are estimates, may vary with traffic
• Doesn't handle multi-city or train/subway transfers

Cost per run: $0.008

Name: Interview Commute Planner

Tagline: Leave on time, arrive calm for your interview.

Flow

1. User enters interview address, time, and start location, optionally uploads a photo of the invite.
2. App finds bus routes, travel time, and buffer for transfers/walking.
3. App returns best departure time with step-by-step bus plan and a late-risk reminder.

Models

• Muse Wonder 1.0 for long multi-step planning of route options, transfer timing, and optimal leave time calculation.
• Muse Spark 1.3 for text and image understanding and structured answers to parse interview details from text or photo invite.

Limits

• Relies on static transit data; real

Name: Feeder Bird Counter
Tagline: Count every landing from your morning video.

Flow:

1. Upload your short video of the feeder.
2. Confirm the feeder zone to watch for landings.
3. Get total landed count with timestamps.

Models:

• SAM 3.1 for finding, outlining and counting birds in video
• Muse Spark 1.3 for text and image understanding and structured answers with totals

Limits:

• May double-count the same bird if it leaves and returns.
• Small, fast, or overlapping birds in blurry clips can be missed.

Cost per run: ~$0.015

Name: Feeder Bird Counter

Tagline: Count every bird that lands on your feeder from a short video.

Flow

1. Upload your feeder video and set start/end time or let the app auto-detect activity.
2. Review the per-frame detections with bird outlines and a running tally of unique landings.
3. Export a summary with total landings, species guesses, and a timestamped log.

Models

• SAM 3.1 for finding, outlining and counting objects in photos and video — track and outline birds frame-by-frame and identify distinct landings.
• Muse Spark 1.3 for text and image understanding and structured answers — classify species from crops and produce a structured count summary with timestamps.
• Muse Wonder 1.0 for long multi-step planning — plan the multi-frame tracking and deduplication logic across the video.

Limits

• Accuracy drops with motion blur, overlapping birds, or poor lighting.
• Species ID is best-effort from visual crops; not a definitive ornithology label.
• Counting unique landings vs. total appearances requires heuristic deduplication.

Cost per run: ~$0.015

Name: March Receipt Total
Tagline: Snap the pile, get your March coffee total.

Flow:

1. Upload the photo of the coffee shop receipts pile.
2. Confirm the March receipts auto-detected for review.
3. Get March total with per-receipt list.

Models:

• SAM 3.1 for finding, outlining and counting objects in photos and video - to separate each receipt.
• Muse Spark 1.3 for text and image understanding and structured answers - to read dates and amounts and sum March only.

Limits:

• Misses fully hidden, blurry, or crumpled receipts.
• Can misread faded totals or ambiguous dates.
• Doesn't handle non-March or non-coffee receipts automatically.

Cost per run: $0.008

Name: Ceiling Stain Watch
Tagline: Track that leak spot and know when to call a roofer.
Flow:

1. Upload photo of your water-stained ceiling after rain.
2. See the damp area outlined with size and darkness change.
3. Get a clear call: monitor it or call a roofer this week.
   Models:

• SAM 3.1 for finding, outlining and counting damp areas in photos
• Muse Spark 1.3 for text and image understanding and structured answers on urgency
  Limits:
• Only sees surface stain, can't check roof or hidden leak.
• Lighting and camera angle can change measurements.
• Not a substitute for a professional inspection.
  Cost per run: $0.012

Name: Inbox Urgent Triage
Tagline: Clear tonight's must-dos in seconds.
Flow:

1. Upload your messy inbox screenshot with 214 unread.
2. Pick the candidates for urgent review.
3. Get 3 one-line summaries to clear tonight.
   Models: Muse Spark 1.3 for image understanding of the screenshot and structured one-line text summaries.
   Limits: Only sees visible emails, not all 214; urgency detection can be wrong; does not archive or reply for you.
   Cost per run: $0.003

Name: Plumber Second Opinion
Tagline: Turn the plumber's ramble into a clear second-opinion cheat sheet.
Flow:

1. Upload the water heater voice memo and enter the $400 quote.
2. Review the transcript and confirm noise details.
3. Get failed part summary plus 2 questions to ask the next plumber.
   Models:

• Muse Voice Transcribe 1.0 for turning speech into text
• Muse Spark 1.3 for text and image understanding and structured answers to extract the failed part and draft the questions
  Limits:
• Noisy garage audio or plumbing jargon may mistranscribe.
• Can't inspect the heater or verify if $400 is fair.
• Not licensed plumbing advice, informational only.
  Cost per run: ~$0.008

Name: Fancy Fence Preview

Tagline: Turn your napkin scribble into a clean fence picture.

Flow:

1. Upload your fence sketch + add height, wood type, and color.
2. Pick a style: picket, privacy, or ranch.
3. Get a neat backyard mockup to share with your husband.

Models:

• Muse Spark 1.3: to understand your messy sketch and style choices
• Muse Image 1.0: to generate a clean fence visualization

Limits:

• Won't keep exact backyard measurements or proportions
• May smooth out unique details from your original sketch

Cost per run: ~$0.02

Name: June Gift Tally

Tagline: Snap the pile, know your June spend.

Flow:

1. Upload the photo of your birthday gift receipts.
2. Review the found receipts and fix any missed amounts.
3. Get your June total with a per-gift breakdown.

Models:

• SAM 3.1 for finding, outlining and counting objects in photos
• Muse Spark 1.3 for text and image understanding and structured answers

Limits:

• Blurry, folded, or overlapping receipts may be missed or misread.
• Only totals clearly dated in June are included; no currency conversion.

Cost per run: ~$0.008

Name: Retry Log Scanner
Tagline: Find retryable failures in messy staging logs fast.
Flow:

1. Upload last night's error log screenshot or paste truncated stack traces.
2. Review parsed errors flagged as retryable vs fatal with reasons.
3. Export retry queue to Slack / incident ticket.
   Models:

• Muse Spark 1.3 for text and image understanding and structured answers: reads screenshot text, reconstructs truncated lines, classifies retryability.
  Limits:
• Misses context if lines are heavily cropped or blurry.
• Flags are heuristic, can't confirm live infra root cause.
  Cost per run: $0.004

Name: Race Ready Reconciler
Tagline: Merge training and physio into 3 safe weekly wins.
Flow:

1. Upload your marathon plan + physio notes PDF.
2. Confirm extracted mileage, injuries, and restricted moves.
3. Get 3 weekly priorities with conflicting workouts flagged.
   Models:

• Muse Spark 1.3 for text and image understanding and structured answers
• Muse Wonder 1.0 for long multi-step planning
  Limits:
• Not medical advice, check physio for pain decisions.
• May misread scanned tables or handwritten notes.
• No live GPS or recovery tracking.
  Cost per run: ~$0.018

Name: Bilingual Call Capture
Tagline: Catch every switch between English and Tagalog.
Flow:

1. Upload your bilingual support call voice memo.
2. Get a timestamped transcript with language labels.
3. Copy or export the cleaned notes.
   Models:

• Muse Voice Transcribe 1.0 for turning speech into text
• Muse Spark 1.3 for text understanding and structured answers with language tags
  Limits:
• Struggles with overlapping speech and loud background noise.
• Rare Tagalog dialects or slang may mistranscribe.
  Cost per run: $0.012

Name: Balcony Garden Helper
Tagline: Turn your napkin sketch into a clean pot plan to shop from.

Flow:

1. Snap a photo of your napkin sketch and mark tomatoes and mint.
2. Get a cleaner redraw with pots laid out for your tiny balcony.
3. Save a simple shopping list for pots, soil, and plants.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers to read the sketch and make the list
• SAM 3.1 for finding, outlining and counting objects in photos and video to outline pots
• Muse Image 1.0 for generating or editing images to redraw the clean layout

Limits:

• Sizes are rough, not exact measurements from a napkin
• May misread messy handwriting or faint lines
• No live store stock or price check

Cost per run: ~$0.015

Name: Park Check Now
Tagline: Snap any parking sign, get a yes or no now.
Flow:

1. You take a photo of the sign at 5th and Main.
2. You confirm current time and day.
3. You get can-park / can't-park plus how long.
   Models:

• Muse Spark 1.3 for text and image understanding and structured answers: reads "2H 8AM to 6PM" and decides rule.
• SAM 3.1 for finding, outlining and counting objects in photos and video: crops the sign from background.
  Limits:
• Only reads signs visible in photo, misses others out of frame.
• Doesn't know holidays, permits, or temporary no-parking.
• Needs correct phone time zone to judge.
  Cost per run: $0.004

Name: Whiteboard Grocery Helper
Tagline: Turns fridge scribbles into a quick shopping list.

Flow:

1. Snap or upload the photo of your fridge whiteboard.
2. Confirm the dinner ideas it spotted.
3. Get a 5-item grocery list in plain casual tone.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers: to read the whiteboard dinner ideas and write the 5-item list.

Limits:

• Messy handwriting, glare, or cropped photos can cause missed items.
• Doesn't know what you already have at home, so may list staples.
• Sticks to 5 items max, will leave off extras.

Cost per run: $0.004

Name: Kind Reply Maker
Tagline: Turn tense landlord notes into calm, polite replies.
Flow:

1. Upload screenshot of landlord email about noise.
2. Confirm tone: apologetic and under 70 words.
3. Copy the draft and send your reply.
   Models:

• Muse Spark 1.3 for text and image understanding and structured answers: reads screenshot text and drafts the short reply.
  Limits:
• May misread blurry or cropped screenshots.
• Drafts are generic, not legal advice.
  Cost per run: ~$0.003

Name: Vinyl Shelf Lister

Tagline: Snap your shelf, get a clean A-to-Z album list.

Flow:

1. User uploads photo of vinyl collection shelf.
2. App detects spines and reads artist / album titles.
3. App outputs A-to-Z text table with no extra chat.

Models:

• SAM 3.1 for finding, outlining and counting album spines in the photo.
• Muse Spark 1.3 for text and image understanding and structured answers to read titles and format the table.

Limits:

• Blurry or angled spines may be misread or skipped.
• Similar reissues / box sets may be merged incorrectly.

Cost per run: $0.008

Name: Screen Crack Triage
Tagline: Snap your cracked screen, learn if it's protector or shop time.
Flow:

1. Upload your cracked iPhone 12 photo from the tile drop.
2. See close-up crack outline with damage severity.
3. Get verdict: replace screen protector or go to repair shop.
   Models:

• Muse Spark 1.3 for text and image understanding and structured answers
• SAM 3.1 for finding, outlining and counting objects in photos and video
  Limits:
• Can't always separate protector crack vs glass in glare or blur.
• Won't test touch, Face ID, or water resistance loss.
  Cost per run: ~$0.012

Name: Crack Check Finder

Tagline: Snap your cracked screen, get a fix or repair shop nearby.

Flow

1. User uploads photo of cracked iPhone 12 screen.
2. App outlines damage and classifies it as screen protector vs glass crack.
3. App shows on-image label “Screen Protector Fix or Repair Shop” and lists nearby options.

Models

• SAM 3.1 for finding, outlining and counting objects in photos and video — segment the crack area on the screen.
• Muse Spark 1.3 for text and image understanding and structured answers — interpret crack pattern and decide protector vs glass damage.
• Muse Image 1.0 for

Name: Calm Outage Texter

Tagline: Turn scary outage maps into a calm neighbor update.

Flow:

1. Upload your outage map screenshot showing Elm St and 342 homes out.
2. Pick tone: calm, reassuring, or brief check-in.
3. Copy the short text to send your neighbor.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers, reads the screenshot and rewrites it as a calm message.

Limits:

• Can't verify if outage data is live or accurate.
• May misread blurry numbers or cropped screenshots.
• Not for emergency or medical safety alerts.

Cost per run: ~$0.003

Name: Calm Outage Messenger
Tagline: Turn outage maps into neighbor-friendly updates.

Flow

1. User uploads the outage map screenshot.
2. App reads the map and extracts homes affected, street and status.
3. App returns a calm, shareable text message for the neighbor.

Models

• Muse Spark 1.3 for text and image understanding and structured answers — read the screenshot, extract 342 homes out on Elm St and rewrite as calm neighbor text.

Limits

• Accuracy depends on screenshot clarity and legibility.
• No real-time verification of outage data beyond what’s visible.
• Does not send messages, only drafts text for you to copy.

Cost per run: ~$0.008

Name: Missed Bus Rescue

Tagline: Your fastest Plan B in two lines flat.

Flow:

1. You upload the transit app screenshot and share your location.
2. You get a 2-line backup route with walk, bus, or ride time.
3. You tap Go to start navigation.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers to read the screenshot and write the 2-line route.
• Muse Wonder 1.0 for long multi-step planning to compare backup routes.

Limits:

• Needs live transit data, otherwise times may be stale.
• Can't track sudden cancellations or delays in real-time.
• Blurry screenshots may be misread.

Cost per run: $0.008

Name: Jayden Report Calm

Tagline: A calm, clear summary of grades and missing work.

Flow:

1. Upload Jayden's report card PDF.
2. Get a simple table of grades, missing work, and teacher notes.
3. Tap to make a to-do checklist and encouraging message.

Models:

• Muse Spark 1.3 for text and image understanding and structured answers

Limits:

• May misread blurry scans or handwritten comments.
• Cannot check live grades in school portals, only the uploaded PDF.
• Not academic or parenting advice, just a summary.

Cost per run: ~$0.004

Name: Calm Formula Finder

Tagline: Empty shelf to next step, calmly.

Flow:

1. Snap the empty shelf, share zip code.
2. See 2 calm options: where else to check or what to ask.
3. Tap for map, call script, or rest note.

Models:

• Muse Spark 1.3 for image understanding and structured answers
• SAM 3.1 for finding and counting remaining cans on shelf
• Muse Wonder 1.0 for planning next stores and steps

Limits:

• No live Target inventory, info may be outdated.
• No medical advice on formula swaps, confirm with doctor.

Cost per run: $0.018

Name: Calm Shelf Helper
Tagline: Turn an empty shelf photo into 2 calm next steps.
Flow:

1. Upload your Target formula shelf pic.
2. Confirm your baby's age and formula type.
3. Get 2 calm steps to do next.
   Models:

• SAM 3.1 for finding, outlining empty shelf space in the photo
• Muse Spark 1.3 for text and image understanding and structured answers to give the 2-step plan
  Limits:
• Can't check live Target stock or delivery times
• Not medical advice, check with pediatrician for formula changes
• May misread blurry or crowded shelf photos
  Cost per run: ~$0.008