The Shelldex recipe box
Ideas for your agent.
Rescue a handwritten recipe. Trace a suspicious bill. Turn a favorite hike into a relief map. Pick a job and see what to give your agent, what to ask for, and how to check its work.
Browse 107 recipesThe recipes
How we picked them107 recipes
Recipes with recorded Hacker News points appear first. The rest follow in Shelldex rating order.
Compare the price you’d actually pay for a car
Put competing dealer quotes on one sheet so a rebate you can’t use doesn’t win the comparison. View recipeClose
What you need
Redacted quotes for matching vehicles and your rebate eligibility.
Ask your agent
Read these quotes for the same model and trim. Show the vehicle price, mandatory fees, optional extras, conditional rebates and total due. Draft one question for each dealer whose total you cannot reproduce.
Check the result
Add one quote by hand. Keep trade-in credit and financing separate, and review any reply before sending.
Find bird calls worth listening to in a long recording
Turn hours of field audio into a short listening queue with timestamps and clips. View recipeClose
What you need
Field recordings, approximate location and recording times
Ask your agent
Scan these recordings from [site and date]. Group candidate calls by species and hour. Include one clear clip and one uncertain clip for each candidate, with timestamps in the original file.
Check the result
Listen to the clips and check the spectrogram before recording a sighting. Mark calls masked by traffic or wind as uncertain.
Make a drawer insert that fits the object you own
Turn a scan of an awkwardly shaped tool into a fitted drawer insert with somewhere to put your fingers. View recipeClose
What you need
Object scan with a known scale, drawer measurements, slicer
Ask your agent
Use this scan of [object] and my drawer dimensions to design a removable insert. Trace its footprint, try two orientations, and add a thumb scoop. Give me a dimensioned preview and a thin test piece before the full model.
Check the result
Measure the reference length on the model and try the test piece with the actual object before printing the full insert.
Turn one of your chess losses into a personal lesson
Find the moment your plan went wrong by comparing your own thinking with a chess engine’s analysis. View recipeClose
What you need
A completed game in PGN format, optional voice notes, chess-engine access
Ask your agent
Review this finished game alongside my notes. Pick three moments when my reasoning and the engine disagree. For each, show my plan, the opponent’s strongest reply and a diagram where I can try a different move before seeing the answer.
Check the result
Replay each line on a board. Make sure the engine evaluated the exact position, side to move and legal replies shown in the lesson.
Build a quote index you can play back
Find exactly where a speaker committed to a deadline in a long public hearing. View recipeClose
What you need
A public hearing recording and the promise you want to check
Ask your agent
Search this hearing recording for statements about [promise]. Return the time, speaker, short quotation and ten seconds of context on either side. Include the moment anyone amended the date or qualified the promise.
Check the result
Play every proposed clip before quoting it. Resolve any speaker the transcript identifies only by a number.
Catch a duplicate invoice before it reaches approval
Turn an invoice batch into a review queue with duplicates and arithmetic errors called out. View recipeClose
What you need
Sample invoice PDFs and a scratch spreadsheet
Ask your agent
Read these sample invoices into a temporary sheet. Match supplier, invoice number and total, then compare line sums with the amount due. Link every suspect row to its PDF and wait for review.
Check the result
Include a known duplicate and a legitimate second invoice from the same supplier. Verify that only the duplicate is held.
Catch a measurement mismatch before pooling studies
Build an evidence table that reveals when apparently comparable results measure different things. View recipeClose
What you need
Full-text papers and one precisely defined outcome
Ask your agent
Extract outcome definition, measurement scale, follow-up time, group size and result from each paper on [question]. Link each cell to its source page. Group only results with a common definition and time point.
Check the result
Verify one complete row and all apparent outliers in the papers. Have a subject expert decide whether any proposed group can be combined.
Catch real identifiers attached to the wrong paper
Find references that look legitimate because their DOI works but whose title or author belongs to another paper. View recipeClose
What you need
A bibliography with DOIs, PubMed IDs or arXiv identifiers
Ask your agent
Resolve the identifiers in this bibliography against publisher or registry metadata. Match title, lead author and year, then give me a review sheet of discrepancies and failed lookups with the original reference intact.
Check the result
Open the publisher record for every flagged mismatch. Separately read the cited passage to decide whether the correctly identified paper supports your claim.
Catch your name on the school volunteer roster
Find the one duty or deadline buried inside a week of school messages and photographed notices. View recipeClose
What you need
Selected school notices, roster images and your matching names.
Ask your agent
Read the notices I forwarded, including their attachments. Look for [class], [activity] and [my roster name]. Give me each action, who needs to do it, when it is due and a link to the original notice. Flag later corrections.
Check the result
Open the original roster image and check the row and column together. A nearby family’s shift is easy to pick up by mistake.
Check a vendor contract against your own rulebook
Give a procurement reviewer a clause-by-clause exception list with page references. View recipeClose
What you need
A draft contract and an approved procurement checklist
Ask your agent
Take the vendor’s draft and the approved procurement checklist. For each rule, quote the relevant clause and page or mark it missing. Flag exceptions for our reviewer and leave signature and approval untouched.
Check the result
Look up the cited clause for every exception and check a known pass. Have the contract owner decide what needs negotiation.
Check what a trial originally planned to measure
Spot changes between a registered study plan and the paper that reported its results. View recipeClose
What you need
Public trial papers, registry identifiers or author and study names
Ask your agent
Find the registry ID for each paper and retrieve the registered primary outcome, sample and observation window. Compare the dated registry entry with the published methods. Flag missing outcomes and record amendment dates.
Check the result
Match the registry ID, study population and registration version yourself. Record any unexplained amendment as a question for the authors.
Check whether the replacement drawer actually fits
Find the correct appliance part before paying to ship back a look-alike. View recipeClose
What you need
Appliance model label and a picture of the part in place.
Ask your agent
Use the full model number in this label photo and the broken part’s position. Find the manufacturer’s parts diagram, identify the part number and check it against a seller’s compatibility list. Give me the diagram reference and flag conflicting results.
Check the result
Compare the complete model suffix with the diagram yourself. A visually identical part can fit a different revision.
Check which vet invoice a reimbursement covers
Reconcile the insurer’s arithmetic and find payments that still can’t be matched to a submitted claim. View recipeClose
What you need
Approval letters, claim identifiers and submitted subtotals.
Ask your agent
Read the redacted approval letters and claim ledger. Recalculate the deductions printed in each letter. Compare the assessed amount with the submitted subtotal on the matching claim. Draft questions for any ambiguous payments.
Check the result
Match by claim number when available. Keep two invoices with the same amount unresolved unless another identifier distinguishes them.
Explain a cloud data-transfer bill
Trace a jump in bandwidth charges to the resource and traffic route that account for it. View recipeClose
What you need
Read-only billing export and optional network-flow records
Ask your agent
For [billing dates], compare transfer charges with the previous equivalent period. Break the increase down by account, region and usage type. Follow the largest change into available flow records and show how much of the increase remains unexplained.
Check the result
Reconcile the subtotal with the billing export and match one traffic sample to the proposed resource. Leave the infrastructure untouched.
Find the appointment that moved but stayed on your calendar
Catch old times, duplicate events and reminders that still point to a cancelled appointment. View recipeClose
What you need
Calendar export and the relevant confirmation or rescheduling messages.
Ask your agent
Compare my next two weeks of calendar entries with these change notices. Show the old time, proposed time, time zone and the message that changed it. Draft the smallest set of calendar edits for review.
Check the result
Test it with an original invitation followed by two reschedules. Only the latest confirmed time should survive.
Find the holes in a grant application
See which questions lack evidence or attachments before the final writing day. View recipeClose
What you need
Funding call, approved proposals, current budget and outcome report
Ask your agent
Match each requirement in this funding call to our approved program materials. Give me the page or file supporting each answer, the word limit and a short list of gaps to assign. Leave unsupported outcomes blank.
Check the result
Count the requirements against the original call, including attachments and budget notes. Have the program owner confirm each outcome number.
Find the line item behind a scanned budget total
Recover a sortable table from a scanned public budget with a page reference for every amount. View recipeClose
What you need
A public budget PDF with scanned tables
Ask your agent
Take the [department] tables in this PDF. Extract each line under its printed year and unit, carry headers across page breaks, then add each section and flag differences from the printed subtotal.
Check the result
Check the last row before a page break, the first row after it, and every subtotal that failed to reconcile against the scan.
Find the step that traps a keyboard user
Get a repeatable account of where someone loses focus or gets stuck in a form without a mouse. View recipeClose
What you need
Staging URL, keyboard or browser control, optional source access
Ask your agent
Start on [staging form] and complete it using only the keyboard. Open and dismiss each dialog. Record the key sequence and accessible name at the first point you cannot continue, then locate the responsible element in the source.
Check the result
Follow the written keystrokes yourself. Check that closing a dialog restores focus to the control that opened it.
Find where a replacement implementation disagrees with the original
Get one small input that proves two implementations behave differently, even when their normal tests pass. View recipeClose
What you need
Reference implementation, replacement, specification, bounded test environment
Ask your agent
Run [old and new implementation] on the same small generated inputs in a sandbox. Compare outputs, shrink the first difference, and identify which behavior the specification requires. Keep the input, versions and commands together.
Check the result
Replay the example from a clean checkout, then add it to the test suite only after confirming the expected result.
Find which blocks a proposed service area misses
Overlay a distance buffer and a neighborhood map to show where coverage ends. View recipeClose
What you need
Site points, block boundaries and QGIS
Ask your agent
Using copies of these QGIS layers, draw a 500-metre buffer around each site and mark blocks it misses. Produce a map with a scale, unit and legend; keep the original layers intact.
Check the result
Measure one boundary by hand in a projected coordinate system. Label the buffer as straight-line distance, since a river can make a short walk impossible.
Find why the same sales question gets two answers
Turn a disagreement over a metric into a definition and a query your analysts can check. View recipeClose
What you need
Anonymized question logs, query definitions, metric owner
Ask your agent
Take these anonymized questions about [metric] and the queries the analytics assistant used. Group answers that disagree. Show which definition, filter or time window changed, ask the metric owner to resolve it, and rerun the original questions.
Check the result
Compare the new answers with an analyst-verified query for the same period, including a zero-sales day.
Follow a disputed idea through books you already own
Build a reading trail that shows where authors give different explanations for the same event or idea. View recipeClose
What you need
Searchable books or personal highlights, edition details, one question
Ask your agent
Search my reading collection for passages about [question]. Start with one author’s claim, find a second author who complicates it, then look for a counterexample in a third book. Give me a reading order, a short excerpt and a page or chapter locator for each stop.
Check the result
Open each passage in its edition and read the paragraphs around it. Remove a connection if it depends on stripping that context.
Hear the minority view in consultation responses
Turn free-text feedback into an issue register that keeps uncommon objections visible. View recipeClose
What you need
A question and a de-identified export of consultation responses
Ask your agent
Read the de-identified responses to [proposal]. Tag each with a theme and response ID. Count distinct responses per theme, show short examples, and give concerns raised by just one or two people their own section.
Check the result
Read a random set of tagged answers plus every rare objection. Confirm counts refer to responses and explain where one response covers two topics.
Hear whether a mix correction actually helped
Compare the same section of a song before and after one proposed mix change. View recipeClose
What you need
A multitrack session and a REAPER-connected agent
Ask your agent
In a copy of this REAPER session, measure the loud chorus, identify one track masking the vocal, and propose a single change. Export matched-level before and after clips with the same start and end.
Check the result
Listen blind at matched loudness. Keep the change only if the words are clearer without losing the instrument you like.
Lay out a day that includes the travel between stops
Catch an itinerary that looks possible only because each appointment starts where the last one ends. View recipeClose
What you need
Stop addresses, appointments, travel mode and a maps source.
Ask your agent
Read these stops, fixed arrival times and my route preferences. Look up travel estimates and propose departure times and buffers. If two commitments no longer fit, give me the pair to move and the minutes missing.
Check the result
Verify the tightest leg in a map at the intended time of day. Approve edits before the agent changes any calendar entries.
Make a file reader survive malformed input
Exercise a neglected part of a parser and leave behind a tiny file that reproduces any crash. View recipeClose
What you need
Authorized parser source, test corpus, isolated build environment
Ask your agent
In an isolated test checkout of our parser, target [format feature] that our existing tests rarely reach. Generate a small fuzz harness and seed files, test with a resource limit, and shrink any crashing input. Save coverage before and after.
Check the result
Replay the minimized input outside the harness. Verify the crash belongs to the parser before filing a private report with its owner.
Make a handwritten family diary searchable
Build a date and place index that opens the original scan behind every diary entry. View recipeClose
What you need
Numbered diary scans and permission to process them
Ask your agent
Work on copies of these pages I have permission to share. Transcribe each entry, link it to its scan, and build an index of people, places and dates. Mark uncertain words with a question mark and keep the original spelling beside any modern search term.
Check the result
Read the hardest pages side by side with the transcriptions. Resolve names with a second source and review mentions of living people before sharing.
Make a private mail backup you can actually search
Build a read-only search view so an old receipt or conversation can be found even with the inbox offline. View recipeClose
What you need
Local sample of an exported mailbox, trusted private workspace
Ask your agent
Start with this small copy of my mail archive. Create a private search view with sender, date and subject filters. Let me open a full thread and find an attachment. Work only from the copied messages.
Check the result
Disconnect from the mail service and find a known attachment and a reply from a different date. Check that the archive still contains the original messages.
Make handwritten family recipes searchable
Preserve the original card beside a searchable transcription, including the instructions that nobody can quite read. View recipeClose
What you need
Scans of your recipe cards and a folder for drafts.
Ask your agent
Make an index of these recipe cards with the author, dish and ingredients. Keep the card photo beside each transcription. Mark unclear handwriting and missing oven temperatures for a family member to check. Leave the original measurements intact.
Check the result
Check fractions, units and yield against each image. Ask a relative about an ambiguous word before making it searchable as fact.
Put a complicated vet visit on one page
Arrive at the next appointment with a dated account of what changed and a short list of open questions. View recipeClose
What you need
Selected vet messages and dated observations, with contact details removed.
Ask your agent
Read these redacted vet emails and my dated observations. Build a timeline with a source beside each entry. Keep the clinic’s instructions separate from my observations. If two instructions differ, quote both and add a question for the vet.
Check the result
Verify every date, unit and instruction against the original. Have the clinic resolve contradictions before acting.
Put competing vendor quotes on the same basis
Find the true comparable cost when suppliers quote different pack sizes, service periods or delivery fees. View recipeClose
What you need
Two or more quotes you may share and the actual order specification
Ask your agent
Build a comparison sheet for [quantity and term]. Extract unit size, tax treatment, delivery, included support and exclusions for each offer. Show the arithmetic and draft one clarification per unresolved difference.
Check the result
Trace the cheapest total to its quoted units and fees. Keep any offer with an unknown mandatory charge out of the final ranking.
Recover a business rule buried in a legacy program
Give the people replacing an old system a decision table they can verify against its actual behavior. View recipeClose
What you need
Legacy source, data layout, representative approved examples
Ask your agent
Trace [one discount or eligibility rule] from its entry point through the old code and input records. Make a decision table with conditions, outcomes and source lines. Highlight branches that require a business owner to interpret them.
Check the result
Replay approved historical examples just below, at and above a threshold. Check the table against the old program’s results.
Recover the parts list from a pile of receipts
See which components for a build were bought, returned or never ordered. View recipeClose
What you need
Redacted receipts, returns and a planned bill of materials.
Ask your agent
Read these order confirmations, return notices and the original build list. Match by part number and quantity. Give me a table of ordered, returned and still-needed units with the receipt beside each match.
Check the result
Follow one partial return through the table. Two forwarded copies of a confirmation must count as one order.
Rehearse guest checkout before a release
Turn one checkout journey into a repeatable browser test that catches a lost cart or an unexpected charge. View recipeClose
What you need
Test storefront, test payment method, disposable carts
Ask your agent
Explore guest checkout on [test store]. Write down its steps, then make a browser test for each outcome: accepted test card, declined test card, and going back to edit the quantity. Keep the fake order IDs as evidence.
Check the result
Run from a fresh session twice. Check the cart total, confirmation state and test-order count after each scenario.
Report a flooded crossing with a usable location
Turn a voice note made from a safe place into a road report a maintenance crew can locate. View recipeClose
What you need
A stationary voice note and a map
Ask your agent
Extract the nearest crossing, direction of travel, observation time and what I actually saw. Put a pin on the map and read back the draft. If the location is ambiguous, show the candidates before preparing a report.
Check the result
Check the pin against the named streets and strip faces or plates from attachments. Decide yourself whether to submit.
Spot the school pickup nobody has claimed
Turn a week of pickup times and adults’ availability into a list of handoffs that still need a person. View recipeClose
What you need
Pickup schedule, confirmed assignments and shared availability.
Ask your agent
Compare the pickup schedule with these shared free/busy calendars. List the child’s initials, place, pickup time and confirmed adult for each day. If two adults are busy or neither has confirmed, put that handoff first.
Check the result
Ask each adult to confirm their assignment before setting reminders. A free calendar slot alone counts as unconfirmed.
Trace a board-slide number to the annual filing
Make a citation card for a financial figure before it appears in a presentation. View recipeClose
What you need
Company, fiscal year, metric and public annual filings
Ask your agent
Find [metric] in [company]’s annual filing for [fiscal year]. Give the table heading, reporting period, unit and page. If a later filing restates it, show both values with their dates and explain the difference using the note.
Check the result
Recalculate the value from the cited table when possible. Check the fiscal year and whether the units are dollars, thousands or millions.
Trace a family-tree branch back to its documents
Build a small family tree where each relationship takes you back to the record that supports it. View recipeClose
What you need
Record copies for one branch of a family
Ask your agent
Start with these scans for one deceased relative. Transcribe the names as written, link each relationship to a scan, and list competing dates as separate claims. Give me a private draft tree to review.
Check the result
Pick any parent-child link and follow it back to the record. Leave namesakes separate until a second detail connects them.
Trace a lobbying lead back to its filings
Build a reporting lead that a colleague can follow from a public statement to the underlying disclosures. View recipeClose
What you need
Public lobbying records, press releases and a narrow policy question
Ask your agent
Start with [policy topic] and [date range]. Search lobbying disclosures and congressional press releases. Join matching organizations and dates, retain filing IDs, and give me the strongest lead plus an alternative explanation.
Check the result
Inspect the original filing and release. Confirm the legal entity, reporting period and issue code before approaching a source.
Watch an algorithm make one decision at a time
Turn a hard-to-explain piece of code into a small animation you can pause at the exact decision that puzzles you. View recipeClose
What you need
A small algorithm, source code, one reproducible input
Ask your agent
Trace [algorithm] on this tiny input. Build a single-page view with Step, Back and Reset. Show what it tried, what it rejected and why. Link the important decisions to the original code.
Check the result
Hand-trace three steps on paper and compare the final output with the original program.
Write audio description into a film’s quiet gaps
Create a timed description track that lets a listener follow the action between lines of dialogue. View recipeClose
What you need
A video you can share, its dialogue and an audio editor
Ask your agent
Locate the quiet intervals in this short film. Draft only the visual details a listener needs next, synthesize a scratch track and flag cues that cannot fit at a comfortable pace.
Check the result
Listen once with the screen off. Check that descriptions finish before speech resumes and that the key visual reveal makes sense.
Add a payment option without missing its failure states
Use an existing payment method as a reference for implementing another in a test checkout. View recipeClose
What you need
Existing integration, provider’s test documentation, sandbox account
Ask your agent
Compare [new method] with the closest existing one in this codebase. Trace configuration, API types and UI state. Draft a sandbox integration and exercise a successful payment, cancellation and a delayed confirmation where supported.
Check the result
Use the provider’s test environment. Verify the order switches to paid only after the expected confirmation.
Audition an immersive chorus before rendering the song
Compare a short spatial mix with the original and decide whether a full render is worth it. View recipeClose
What you need
A song you own, chorus timestamps and a render service
Ask your agent
Use only this rights-cleared chorus excerpt. I approve sending the excerpt to Spatial9 for a private preview. Return the spatial version alongside the same passage from the original. Ask before sending a full track, spending credits or publishing anything.
Check the result
Switch between the two excerpts on the headphones your audience uses. Check that the lead stays intelligible.
Block out a game level before making the art
Get an editable 3D scene that tests whether the player can read the path and spot the goal. View recipeClose
What you need
A level sketch, Blender and an agent with scene access
Ask your agent
Build a low-detail dungeon with one entrance, a bend and a guarded exit. Put the camera at player height and render three points along the route. Revise the geometry where the goal disappears too early.
Check the result
Walk the scene yourself and inspect the three camera frames. Decide what to move before spending time on textures.
Build a PDF page sorter that works offline
Create a small browser tool for removing cover sheets and reordering scanned pages without uploading the documents. View recipeClose
What you need
Sample PDF, browser, private coding workspace
Ask your agent
With [sample scan], make a local page sorter. I need thumbnails, undo, and a download containing just the pages I select, in that order. Use a harmless sample while developing it and show me which requests the page makes.
Check the result
Disconnect the network after loading the tool. Export pages 4, 1 and 3, reopen the result, and check the order and number of pages.
Build a phonics game around the sounds a child is learning
Give a beginning reader a tiny playable deck with words that match this week’s lesson. View recipeClose
What you need
Teacher-approved word list, pictures, target device
Ask your agent
Make an offline flashcard game from my list of [letter sounds]. Use the words and approved pictures I supply. Let a child reveal the word after trying it and let me repeat missed cards without collecting names or scores online.
Check the result
Have the teacher check every word against the target sounds and try the deck on the device the child will use.
Build a pocket reader for an awkward document
Get a readable offline copy of a guide whose layout is hard to use at your preferred text size. View recipeClose
What you need
An accessible source file and the device or text size you read with.
Ask your agent
Repackage this document I can reuse as a single offline reading page. Preserve its headings, links, captions and order. Add adjustable text size and a table of contents, and flag anything the conversion lost.
Check the result
At your usual text size, open the first, middle and last sections and follow a footnote. Confirm nothing requires a network connection to read.
Build a rough cut from a shelf of interview footage
Hand an editor a short, editable sequence with every clip linked to its original timecode. View recipeClose
What you need
Cleared footage, transcripts or an approved transcription service, and an editing brief
Ask your agent
Build a [length] sequence comparing how three interviewees answered [question]. Select a complete thought from each, put their points of agreement and disagreement in order, and add source filenames, timecodes and cutaway options to an editable timeline.
Check the result
Play the source around each cut. An editor checks the sequence for misleading juxtapositions and signs off on picture and sound.
Build a weekly shelf of videos your child can browse
Turn a parent’s approved channels and clips into a small viewing menu with an actual stopping point. View recipeClose
What you need
Parent-approved video links and the target screen.
Ask your agent
Make a simple private menu from these approved videos. Group by interest, show running times and stop at the end of the chosen clip. Flag broken links and keep new suggestions in a parent review list.
Check the result
Play the last minute of a clip and see what opens next. Check the menu on the actual TV or tablet using the child’s controls.
Build tomorrow’s lesson from the pages you’ll teach
Get a printable lesson that uses the actual curriculum sequence and the materials in your cupboard. View recipeClose
What you need
Your curriculum pages, a progress note and available materials.
Ask your agent
Read the assigned pages and yesterday’s progress note. Draft a 20-minute activity, one question to revisit the sticking point and a printable practice sheet. Label each exercise with the page that supports it.
Check the result
Solve the sheet from the source pages yourself. Check the reading level and that all required materials are on hand.
Catch a council agenda change before the vote
Get a dated record when a public meeting packet gains an item, changes wording or moves a vote. View recipeClose
What you need
Public agenda page, previous packet and a read-only web connection
Ask your agent
Compare the latest [council] packet against the saved version for the same meeting. Report changed agenda text, item number and links to both versions. Ignore file timestamps and page-number shifts.
Check the result
Open the two official packets at the cited items. Confirm an amendment really changed the proposal before alerting anyone.
Catch behavior changes in a project you depend on
Spot an upstream change before a library, adapter or plug-in silently stops matching it. View recipeClose
What you need
Upstream and adapter source, supported-version list, test environment
Ask your agent
Review the commits since [upstream version] that touch features my adapter supports. For one plausible change, port the smallest upstream test to my branch and run it against both implementations. Return a compatibility table with the first disagreement.
Check the result
Reproduce the same case on the stated upstream release and on the adapter. Record both versions beside the result.
Check translated instructions before they go to print
Produce a bilingual review sheet that lets a fluent editor catch changes in meaning. View recipeClose
What you need
Approved source copy, target locale and a terminology list
Ask your agent
Translate this instruction sheet for [audience] using the approved terms. Keep numbering, measurements and form-field names aligned with the original. Flag phrases with two plausible meanings and explain the choice beside each.
Check the result
Have a fluent reviewer check the flagged lines, amounts, dates and required actions against the original before publication.
Check whether a web feature will strand older browsers
Build an evidence table for a feature before relying on it in a customer-facing page. View recipeClose
What you need
Feature name, supported browser versions, MDN compatibility data
Ask your agent
Look up [feature] in a versioned copy of MDN’s browser compatibility data. Compare first support with our minimum desktop and mobile versions. Carry over flags, partial support and footnotes, then identify which customers still need a fallback.
Check the result
Open the exact MDN entry and verify a flagged or partial-support row. Check one supported and one unsupported browser in staging.
Choose which grants your team can finish
Fit a realistic grant shortlist into a calendar with limited writing time. View recipeClose
What you need
Funder links, project outline and available hours
Ask your agent
Here are our project, deadlines and available writing hours. Read each funder’s rules, exclude ineligible calls with the exact clause, and suggest two combinations we could complete. Show the first deadline each combination puts at risk.
Check the result
Open every shortlisted funder’s guidelines and confirm the date, geography and applicant type. Replace estimated writing time with your team’s own figures.
Coach an essay revision without writing the essay
Give a writer one revision at a time against the assignment’s actual criteria. View recipeClose
What you need
Your draft, assignment instructions and teacher’s rubric
Ask your agent
Read the assignment and my draft. Find the claim with the weakest link to its evidence. Show the sentence, ask me a question about the gap, and wait for my rewrite. Recheck it against the rubric and track what improved.
Check the result
The writer supplies every revised sentence. Compare the first and last drafts against the same single rubric criterion.
Cook through what’s already open
Plan dinners around the half-used ingredients in your kitchen and buy only the gaps. View recipeClose
What you need
Kitchen photos, household preferences and a few familiar recipes.
Ask your agent
Look through these fridge, freezer and pantry photos. Ask about containers you can’t identify. Choose three dinners from our recipe file that use the open food first. Make a shopping list after subtracting only items I confirm we have.
Check the result
Check every inferred quantity and allergen against its label. An unopened-looking carton can be nearly empty.
Cut a clip that keeps the speaker’s qualification
Produce a vertical excerpt that retains the sentence explaining when a claim holds. View recipeClose
What you need
Your interview recording and permission to edit it
Ask your agent
Find a self-contained answer in this interview I own. Give me two timestamped options, include the speaker’s qualification, then make a private rough cut of my choice. Keep their face and any referenced object in frame.
Check the result
Watch the minute before and after the clip. Reject the edit if it changes who or what the answer was about.
Draft the proposal while the discovery call is fresh
Turn an agreed scope into a proposal and keep unresolved promises visible before you quote a price. View recipeClose
What you need
Consented call notes, an approved proposal example and scope constraints.
Ask your agent
Read the call notes and one past proposal I can reuse. Draft deliverables, dependencies, exclusions and decisions the client still owes us. Attach a note or transcript timestamp to every new commitment. Leave pricing blank unless I supplied it.
Check the result
Compare the draft against the call’s final five minutes. An idea discussed in passing should never appear as a promised deliverable.
Find a booking slot the whole group can use
Turn a venue’s booking grid into a short list of sessions that fit the group size and everyone’s free time. View recipeClose
What you need
Venue booking page, party size, session length and available times.
Ask your agent
Read the venue’s booking calendar for [dates] and our availability. Find sessions long enough for [group size] and rank them by our preferred times. Give me a booking link, check time, price and cancellation cutoff for each.
Check the result
Open the first link and verify available places. Leave the reservation and any payment for me.
Find a build step worth making faster
Choose one expensive part of continuous integration and verify whether changing it saves enough time to matter. View recipeClose
What you need
Workflow definitions, recent job timings, test branch
Ask your agent
Inspect recent successful builds on [workflow]. Separate queue time from runtime, identify repeated work on the slowest chain of steps, and propose one cache or job-order change. Include cold and warm comparisons on the same revision.
Check the result
Check wall-clock duration and billed runner minutes separately. Confirm the proposed build still runs every required check.
Find a replacement car part with the right fit
Get a shortlist of used parts with fit, shipping and return terms checked before you buy. View recipeClose
What you need
Part number, year, trim and a photo
Ask your agent
Look for this exact OEM number and revision at the sellers I listed. Separate verified stock from listings that still need a call. Draft the question for each seller and wait for me before contacting anyone.
Check the result
Match the stamped number and connector in the seller’s photo against the old part. Count shipping and the return fee in the comparison.
Find a weakness in your paper before peer review
Receive a short list of actionable objections to an unpublished draft you are authorized to share. View recipeClose
What you need
Your draft, target journal criteria and an approved private workspace
Ask your agent
Review my draft as a skeptical methods reader. Pick the three claims most exposed to confounding or missing evidence. For each, name the page, explain the objection, and suggest the smallest analysis or wording change that would address it.
Check the result
Discard critiques aimed at methods the draft already covers. Have a co-author independently assess the strongest remaining objection.
Find the assumption that makes a market estimate swing
Build a market estimate with a workbook you can change during a planning meeting. View recipeClose
What you need
A defined buyer, geographic boundary, research links and price assumptions
Ask your agent
For [product, buyer and region], count plausible buyers from named sources and estimate annual spend from supplied prices. Give me low and high cases, then show which single input changes the estimate most.
Check the result
Trace one buyer-count figure to its source and change one price in the sheet. The totals and chart should recalculate together.
Find the closest earlier test of a research idea
Prepare a short list of the experiments a proposal must distinguish itself from. View recipeClose
What you need
A proposed research question, scope and related terms
Ask your agent
Look for studies testing [idea] in [population or setting]. Search neighboring terminology and cited references. For the three closest studies, compare the intervention, outcome and design; show exactly what my proposed test would add.
Check the result
Read the methods of the closest match. Record the searches tried and leave the question open if key full texts could not be checked.
Find the internal mentor behind a development goal
Convert one piece of feedback into a practice assignment with a relevant person and reading attached. View recipeClose
What you need
One development goal, an internal learning list and mentor directory
Ask your agent
Use the skill list and opt-in mentor directory to turn this piece of feedback into one task I can practice this month. Cite the internal guide and show why the suggested mentor is relevant. Draft the introduction for me to send.
Check the result
Check the guide is accessible to me and the mentor opted into this topic. Agree with my manager on what improvement looks like.
Find the school supplies you already own
Get a shelf location for the materials in tomorrow’s activity before buying more. View recipeClose
What you need
Labeled cupboard photos and one activity’s materials list.
Ask your agent
Index these photos by the shelf or bin labels I’ve supplied. Read the activity sheet, then list each required item beside its storage location and photo. Separate possible substitutes from exact matches.
Check the result
Ask someone unfamiliar with the shelf to find three items using only the result. Mark unidentifiable objects for a closer photo.
Find what a slow page is waiting for
Separate a slow image download from the time a browser spends waiting to draw it. View recipeClose
What you need
Public or staging page, browser performance tracing
Ask your agent
Record a loading trace for [page] using the same phone profile three times. Identify the largest visible element, when its request starts and when it appears. Propose one change and repeat the measurement on a preview build.
Check the result
Compare the median of the three runs using the same cache setting and network profile. Check that the visible element stayed the same.
Get a volunteer ready for their first shift
Create a role-specific first-shift packet from the organization’s actual policies and training materials. View recipeClose
What you need
Role description, current handbook, training links and coordinator contacts
Ask your agent
Build a one-page first-shift guide for [volunteer role]. Walk from arrival to handover, link each required training, and say who to call when a task falls outside the role. Flag any missing contact or conflicting instruction.
Check the result
A returning volunteer follows the guide using only its links. Ask the coordinator to resolve conflicting policies before sharing.
Give a researcher a homepage they can keep current
Build a draft academic site whose publications, affiliations and contact links come from approved records. View recipeClose
What you need
Public CV, publication links and the desired public contact address.
Ask your agent
Use my public CV and publication list to draft a simple site. Link papers by DOI, distinguish preprints from published versions and put items with conflicting dates in a review list. Give me a preview before publishing.
Check the result
Open three paper links and compare the author order with the publisher pages. Check that personal contact details from the CV stayed out.
Keep a picture-book character recognizable across chapters
Give an illustrator a proof sheet that reveals changes in a character’s face, clothing and scale. View recipeClose
What you need
An approved character sheet and three scene descriptions
Ask your agent
Take this approved character sheet and three manuscript scenes. Make small proofs for each scene, line them up, mark continuity errors, and revise only the failed panels. Leave space for the typesetter.
Check the result
Check the same identifying details in each proof and view the approved art at its intended print size.
Locate the part of an AI service that is failing
See whether failures cluster around one provider region or model before paging the whole team. View recipeClose
What you need
Redacted request traces with attempt counts and region labels
Ask your agent
Group [redacted failed requests] by provider, model, region and time. Compute the error rate using total attempts for each group. Compare unaffected regions and recent changes. Return the smallest affected group plus evidence for or against a provider incident.
Check the result
Match the suspected group to raw traces, check traffic volume, and corroborate a provider outage before assigning cause.
Make a family story you can listen to together
Turn a relative’s recollection into a short narrated scene they can correct in their own words. View recipeClose
What you need
A consenting storyteller, notes and a voice-capable agent
Ask your agent
Use these approved details to draft a two-minute narrated scene. Pause where a name, place or date is missing and ask a follow-up. Mark imaginative illustrations separately and let me approve the script before rendering.
Check the result
Play it to the storyteller. Ask which words sound like theirs and remove details they did not give you permission to share.
Make a rehearsal sheet for your own recording
Turn a rehearsal take into a draft chord sheet the band can correct together. View recipeClose
What you need
Your own audio recording, a player or transcription tool and rehearsal key.
Ask your agent
Listen to this recording we own. Draft a chord chart by section with a timestamp for each change and a question mark wherever the harmony is ambiguous. Export a one-page chart in our rehearsal key.
Check the result
Play through the chorus against the recording. Check the suggested bass notes and key changes with a musician before distributing it.
Map the streets missing from a tree inventory
Give a neighborhood group a map of recorded trees and a list of places where the city’s inventory may need another look. View recipeClose
What you need
A city tree inventory with coordinates and a neighborhood boundary
Ask your agent
Open the city tree inventory for [area]. Plot entries with usable coordinates, count missing locations by neighborhood, and give me five stretches to check on foot. Label empty patches as gaps in the records.
Check the result
Open three plotted records against the original rows. Compare a supposedly empty street with a street-level photograph before calling it treeless.
Map the trip you actually took
Make a map to send friends that distinguishes real walking routes from approximate transit legs. View recipeClose
What you need
Stop names in order and how you traveled
Ask your agent
Place these stops in the order we visited. Fetch the walking legs, label the train ride as schematic, and give me a phone-friendly map and an image for a postcard. Omit our lodging.
Check the result
Check the two places with similar names and make sure the train leg is visibly different from a measured walking route.
Pick the best frame from each photo burst
Get a review collection that keeps a sharp expression and makes near-duplicates easy to compare. View recipeClose
What you need
One event album and catalog previews
Ask your agent
Group the bursts in this album. For each, put a preferred frame and its closest runner-up into a review collection. Give a short reason based on focus, expression or motion. Leave the files and existing ratings alone.
Check the result
View each pair at full size. A technically imperfect frame may be the only one with the expression you want.
Place an unlabeled landscape photo on a map
Identify a public landmark by testing skyline and road geometry against multiple candidate viewpoints. View recipeClose
What you need
A landscape photo without people or private addresses
Ask your agent
This is my photo of a public landscape. Compare the skyline, road bend and tower with public maps. Show two candidate viewpoints and the feature that rules one out; leave it unresolved if neither matches.
Check the result
Compare a second angle with a map or landmark photo and record the uncertainty before labeling the archive.
Practice the phrases you keep missing
Build a speaking drill whose next round comes from the words you struggled to recall. View recipeClose
What you need
A language, a real-life situation, and voice input and playback.
Ask your agent
Create a short dialogue for [situation] at my current level. Play one line at a time, record my attempt with permission, and save the meaning or sound I missed. Tomorrow, reintroduce those phrases in a different exchange.
Check the result
Listen to a flagged recording beside a trusted reference. Keep recognition uncertainties separate from mistakes you can hear.
Practice the question your thesis chapter cannot dodge
Rehearse a short oral defense that follows up when an answer outruns the evidence. View recipeClose
What you need
A chapter you own, its evidence and time for a live practice round
Ask your agent
Read [chapter]. Ask me one question about the weakest assumption, wait for my answer, then challenge one part using a specific passage. After three exchanges, list what I answered and which claim still needs support.
Check the result
Check that the cited chapter passages exist. Re-answer the hardest question aloud without the transcript and compare the two attempts.
Proof a slide deck in both the browser and PDF
Deliver the same presentation in two formats without losing a chart label or clipping a footnote. View recipeClose
What you need
Approved copy, figures and a brand reference
Ask your agent
Build a short deck from this approved copy and style sample. Export a PDF, inspect every slide for overflow at presentation size, and return thumbnails of the browser and PDF versions side by side.
Check the result
Read the smallest chart label on the exported slide. Check each figure against the supplied copy and open the deck on another screen.
Prove a parcel arrived without replaying the whole day
Get the time and frame that show a package being added to the doorstep. View recipeClose
What you need
Doorstep images cropped to the delivery area and their timestamps.
Ask your agent
Compare these time-stamped frames of the delivery mat. Track parcels that appear, remain or disappear. Give me the clearest frame for each change and flag anything hidden behind the door or a person.
Check the result
Replay a known delivery and a person walking past empty-handed. A repeated frame of the same box should produce one arrival.
Put every signup screen on one editable canvas
Give designers the current signup journey, including the screens people see when something goes wrong. View recipeClose
What you need
Test account, staging URL, editable Figma draft
Ask your agent
Walk through [staging signup] with a test account. Capture the empty form, validation error, permission request and success state in a new design file. Arrange editable frames in order and mark the step where the app first asks for personal information.
Check the result
Compare each frame with the running app and edit a single button label on the canvas to confirm it is editable.
Read your printer’s bed-level report
See which corner of a print bed sits high before turning any adjustment screws. View recipeClose
What you need
Saved probe grid, printer model and manual
Ask your agent
Use this saved bed mesh from [printer] to draw a labeled height map. Locate the largest deviation and explain which corner it represents from where I stand. Use the manual to identify the next measurement I should take.
Check the result
Match the diagram’s front-left corner to the printer’s coordinate system. Take a second measurement before changing anything.
Recover an old backup with a revived tape driver
Help a hardware specialist port an obsolete tape driver so a modern test machine can read a cartridge. View recipeClose
What you need
Driver source, kernel headers, spare test machine, known-good test cartridge
Ask your agent
Trace the read path in [legacy driver]. Use these build errors and hardware logs to identify outdated kernel calls, then draft the smallest patch that lets a test rig read a write-protected cartridge. I will review and load the driver on the spare machine myself.
Check the result
Detect the drive and read a known test tape twice. Compare both images with a known-good dump before a specialist handles the original cartridge.
Rehearse an LED circuit before connecting power
Get a second look at the breadboard rows you used for a first electronics project. View recipeClose
What you need
An unpowered beginner circuit, diagram and camera
Ask your agent
With the board disconnected, compare this photo of my battery-powered LED circuit with the reference diagram. Highlight each wire end and simulate the expected path. Ask for a closer picture if a row number is unreadable.
Check the result
Trace each connection yourself. Confirm the resistor value and polarity against your kit guide before powering it.
Replay the moment a coding agent went off course
Turn a long agent session into a timeline showing the first wrong assumption and the change it caused. View recipeClose
What you need
Sanitized session export, optional diff, private workspace
Ask your agent
Use this sanitized session export to make a local, searchable timeline of prompts, tool calls, results and file changes. Mark the first time the agent acted on [incorrect assumption]. Link that event to the resulting diff.
Check the result
Pick three timeline events and compare them with their original records. Remove secrets and private paths before sharing any excerpt.
Screen a reading pile without losing borderline studies
Give a reviewer a shorter queue with a documented reason for every proposed exclusion. View recipeClose
What you need
Citation export, abstracts and written inclusion criteria
Ask your agent
Apply these inclusion criteria to the attached abstracts. Produce include, exclude and full-text-needed queues. Quote the sentence supporting each decision and retain the original citation when the abstract gives too little detail.
Check the result
Manually check all borderline cases and a random sample of exclusions. Test that a known qualifying paper survives the screen.
Screen home listings for the things filters miss
Build a viewing shortlist around requirements such as step-free entry or room for two desks. View recipeClose
What you need
Listing emails or URLs and a short list of requirements.
Ask your agent
Read these listing alerts against my three must-haves and two preferences. For each plausible home, show the listing link and the line or photo supporting each match. Put unanswered questions beside the viewing address.
Check the result
Check the strongest match against the original listing. Treat a feature outside the camera frame as unknown.
See which dashboards a data-model change would affect
Preview the downstream reports and totals that would move if you changed a shared model. View recipeClose
What you need
Model project, lineage metadata, read-only baseline, development schema
Ask your agent
For [proposed model edit], trace its dependent models and columns. Build the changed model in a development schema, compare old and new values, and name the first downstream report where the difference becomes visible.
Check the result
Check row counts and totals on the same dated sample. Ask the owner of the affected metric to confirm whether the change is intended.
Shortlist hotels by the walk you’ll actually take
Find hotels that fit your group, budget and route to a specific entrance. View recipeClose
What you need
Trip dates, group size, nightly budget and destination entrance.
Ask your agent
Check three hotels for [dates, guests, budget] near [venue entrance]. Compare the checkout total, bed setup and walking route to that entrance. For each choice, link the rate and route and record when you checked.
Check the result
Reopen the best rate with the full guest count. Check whether the route crosses a barrier or ends on the wrong side of the venue.
Shrink a screen recording until its text is barely affected
Find a GIF small enough for a help article while keeping the cursor and button labels legible. View recipeClose
What you need
Short GIF, upload size limit, target display width
Ask your agent
Try several compression settings on this GIF of [workflow]. Give me synchronized previews and file sizes for the original and the three smallest candidates under [limit]. Preserve the timing of the final click.
Check the result
Read the smallest label at its published size and watch the final click in both versions before picking one.
Tell a database bottleneck from a sudden burst of traffic
Find which event happened first when several services started timing out together. View recipeClose
What you need
Read-only service dashboards, incident window, database metrics
Ask your agent
For [alert window], line up request volume, time waiting for a database connection, pool occupancy and slow queries. Test both explanations: more requests arrived, or existing requests held connections longer. Return the timeline and links to the decisive graphs.
Check the result
Pick an unaffected service as a comparison and verify the order of events against the raw timestamps.
Tell a real bin pickup from a truck driving past
Get one piece of evidence that the bin was emptied before you bring it back inside. View recipeClose
What you need
Pickup schedule, bin movement events and a cropped view of the bin.
Ask your agent
During the local pickup window, review the frames around a bin movement. Look for a truck stopping and the bin being collected. Send the time and best frame, or record that the view was inconclusive. Stop checking after a confirmed pickup.
Check the result
Try a windy morning and an actual collection. The wind case should produce no collection notice.
Test whether a model improvement survives a fair comparison
Turn a promising result into a small experiment that can tell whether the change helped. View recipeClose
What you need
An approved research sandbox, licensed dataset, baseline and compute limit
Ask your agent
In an isolated research environment, compare [change] to the supplied baseline. Hold the data split and compute budget fixed, repeat with the agreed seeds, and return the per-run scores, run log and a plot including failed runs.
Check the result
Check the configurations differ only where planned and reproduce one run. Compare variation across seeds with the claimed improvement.
Try a risky library upgrade on one representative service
Learn what a fleet-wide migration will break before asking every team to update. View recipeClose
What you need
Service inventory, approved test repository, upgrade guide
Ask your agent
Choose one service that exercises [old API] in typical and unusual ways. Migrate it in a branch, find call sites that need different treatment, and run the same checks as its regular build. Return a patch and a list of exceptions for the next service.
Check the result
Have the service owner run its integration test on the old and new versions. Expand to a second service only after reviewing the differences.
Turn a box of seed packets into a planting queue
See which varieties are ready to sow in the same week and where the instructions disagree. View recipeClose
What you need
Seed packet photos, storage labels and local frost-date reference.
Ask your agent
Index my packet photos by variety. Use the dates and instructions on each packet plus my local frost date to propose indoor-start and outdoor-sowing windows. Show the calculation and shelf location for each packet.
Check the result
Compare one computed window with the packet by hand. Ask me for a clearer photo wherever a date or variety is illegible.
Turn a failed browser request into a reproducible bug
Give the person fixing a broken button the exact request and UI steps that trigger it. View recipeClose
What you need
Test session with a repeatable failure, browser network inspector
Ask your agent
In my test browser, inspect the failed request from [button]. Trace what initiated it, compare it with one successful request, and produce the shortest reproduction with a sanitized response excerpt. Keep cookies, tokens and personal data out of the report.
Check the result
Recreate the failure from a clean test session using only the report. Confirm the redacted request still shows the meaningful difference.
Turn a favorite hike into printable terrain
Make a relief map that fits a frame and follows the actual hills along a memorable route. View recipeClose
What you need
Area coordinates, desired frame size, public elevation data
Ask your agent
Build a terrain model for [park or coordinates] using public elevation data. Show the map boundary, frame dimensions and vertical exaggeration. Return a mesh I can preview with the starting point marked on the accompanying map.
Check the result
Find two known landmarks on the preview and check the overall dimensions in your slicer.
Turn a folder of tiny tools into a usable index
Make it possible to rediscover the tool you wrote months ago and see which version you’re opening. View recipeClose
What you need
A read-only folder of tools or repositories and their public links.
Ask your agent
Inspect these small projects and their commit history. For each, write a plain-language description, the input it expects, a link to run it and the change that last altered its behavior. Flag any use you can only infer.
Check the result
Ask someone to find a tool by its purpose alone. Open three launch links and check their descriptions against the actual inputs.
Turn a puzzling lesson into a one-variable experiment
Give learners a small interactive model they can use to test one prediction. View recipeClose
What you need
Lesson notes, a governing rule and two instructor-verified examples
Ask your agent
Use this lesson on [concept] to build an interactive demonstration. Let the learner change one quantity, predict the result and reveal the outcome beside its explanation. Add the equation, units and two worked checks.
Check the result
Set the controls to both worked examples yourself. Confirm the model stays inside the range where the lesson’s assumptions apply.
Turn missed quiz questions into a second-chance lesson
Get fresh practice on a specific misunderstanding using the material your class actually covered. View recipeClose
What you need
Your own course notes and a short practice session
Ask your agent
Build a short quiz from these notes. After I answer, use each missed question to find the relevant source passage and give me a different problem testing the same concept. Keep the explanation hidden until my second attempt.
Check the result
Match explanations to the course materials. Check that the second problem requires the same reasoning with genuinely different facts.
Turn trip notes into a photo journal you can stand behind
Make a private draft that pairs the right pictures with the events you actually recorded. View recipeClose
What you need
Trip notes, selected photos and a private draft folder.
Ask your agent
Arrange my trip notes and selected photos by day. Draft a short journal with a photo caption at each stop. Keep distances and elevations tied to a recorded note; leave a question anywhere the story needs a detail I didn’t give you.
Check the result
Check two captions against their timestamps. Read for invented weather or encounters before sharing the draft.
Untangle company names in public records
Create a traceable map of companies that appear under different names across a public document collection. View recipeClose
What you need
Public filings suitable for the agent’s data environment
Ask your agent
Read these public filings. For each company alias, show the page that connects the two names, any dates and the relationship stated. Put possible name matches in a separate review list.
Check the result
Check every proposed merger of two names against an identifier or an explicit statement in the original document.
Walk through what you learned yesterday
Build a small memory palace from your own spoken study notes and revisit one idea at a time. View recipeClose
What you need
Your own audio notes and a memory-palace agent
Ask your agent
Use only this recording of me explaining the chapter. Turn five concepts into objects in themed rooms. When I point at one, ask me to explain it before revealing the passage that inspired it.
Check the result
Visit the rooms in a different order. Correct any object that teaches a connection the recording never made.
Work backward from the moment bread hits the table
Get one clock time per fold, proof, bake and cooling stage, including anything that lands in the middle of the night. View recipeClose
What you need
A bread recipe, target serving time and unavailable hours.
Ask your agent
Use this sourdough recipe and my serving time of [day and time]. Work backward through cooling, baking, proofing and folds. Give me a timed checklist and flag any hands-on step during [sleep hours]. Preserve the recipe’s cues for when dough is ready.
Check the result
Sum the durations and start-to-finish times. If a rise varies, keep its range and its visual cue in the checklist.
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