Function hard to maintain? Ask GitHub Copilot for a small refactor
Run baseline tests on a branch, specify one function and behavior to preserve, then review Copilot’s small refactoring proposal and rerun tests.
Recently reviewed cases · 全民AI / AI for Everyone
No speaking partner? Role-play with ChatGPT Voice
Start ChatGPT Voice with a specific scenario such as ordering food, take turns speaking, then request alternative phrases to practice again.
Messy desk, no starting point? Ask ChatGPT about a photo
Redact private details in a desk photo, upload it to ChatGPT and request visible-item observations, uncertainties and a few reversible organizing steps.
Scattered tax receipts? Build a traceable amount ledger
Use Claude Code with redacted receipt copies to prepare a ledger with source references through the test workflow below, then review it. Matching tools and permissions are required.
Check dates and fees before cancelling streaming
Specify the service and billing source. With authorized account browsing, inspect the cancellation page and list its terms without submitting.
Compare coffee machines against your budget
Give the seller range, delivery region, total budget and required features. Review product pages and build a comparison, marking uncertain availability, shipping and specifications.
Restock list incomplete? Check quantities and substitutes
Use Claude Code with a restock list, quantities and budget to prepare a shopping list for review through the test workflow below, then review it. Matching tools and permissions are required.
Game idea too big? Start with a testable small version
Use Cursor with device constraints and game rules to prepare a minimal game prototype and test log through the test workflow below, then review it. Matching tools and permissions are required.
Game agent stuck? Define observations and stop rules
Provide offline-game rules and a step budget to draft an observation, action-log and stopping checklist for developers.
Turn a code fix into a review checklist
Using Codex CLI where available: Supply a public patch and authorized code to list related files, concerns and suggested tests.
Bracket dimensions unclear? Draft a design before building
Give a text AI dimensions and mounting requirements to draft a FreeCAD modeling plan and dimension checks for human review. This is a drafting exercise; the source used Claude Code.
Plan a lighting schedule before switching it on
Supply days, timezone and light names to draft a schedule with brightness and disable instructions for manual setup.
Find events with dates and ticket-page links
Provide a city, available dates, preferences and budget. Read organizer or venue pages and list candidates with links and check times.
Find recurring charges worth checking
Supply a de-identified transaction file and date range. List merchants, dates, amounts, currencies, source rows and reasons for flagging repeats.
Too many products? Turn your needs into buying criteria
Supply your use, budget and must-haves to draft reusable buying criteria and a sourced comparison for your own decision.
Add a test to-do and read it back
Use a safely deployed OpenClaw setup with an authorized to-do interface and test list. Submit the item, then read back the record.
Review logs before changing a lighting rule
Text exercise: Provide redacted Home Assistant settings, logs, expected behaviour and the observed problem. Separate evidence, possible causes and open questions.
Draft CRM fields and follow-up copy from a sales call
Text exercise: Supply a de-identified call transcript and CRM field definitions. Draft field values and follow-up copy using confirmed facts only.
Ad-report numbers disagree? Check the formulas
Supply a de-identified report, currency and reporting window to compare each metric's inputs and formulas before interpreting results.
Compare software versions with vulnerability notices
Provide a de-identified software inventory and public advisories. Preserve CVE identifiers, source links and original ratings in a review list.
Keep supporting and opposing examples in discussion research
Text exercise: Provide authorized discussion text, a research question and a date range. Draft themes, disagreements, counterexamples and sources.
Test whether an RPG can restore the previous turn
Use a private test bot, rules, fictional characters and content boundaries. In a configured n8n workflow, record before-and-after state and test recovery.
Turn your material into an ebook sample first
Draft a sample chapter from your material, then edit it in Google Docs and export a PDF for layout review before expanding.
Draft a reader reply and an anonymized story idea
Text exercise: Provide fictional contact-form emails and tone requirements. Identify the proposed recipient with evidence and draft an anonymized topic summary.