Find useful AI tools by the work you need to do, not the hype around them. Start with a task, compare trade-offs, and make the final call yourself.
Explore the directory ↗Every entry has a task idea, a boundary to check, and an official supporting link. Public materials are not a substitute for a hands-on benchmark.
Use follow-up prompts to turn a rough brief into an outline and a draft; check factual claims before publishing.
Task: Turn a 300-word brief into an outline, then request two revisions. Check: mark assumptions, dates, names, and claims that need a source.
Official help pages ↗Try a long document and ask for an evidence-backed summary; verify cited passages against the original.
Task: Summarize a short policy by section while keeping source passages. Check: compare each interpretation with the original context and page.
Official support pages ↗Explore a question and revise an outline, then compare important answers with primary sources.
Task: Ask for three outlines and replace each key claim with a first-party source. Check: record dates, scope, and uncertainty.
Official support pages ↗Use it where notes already live in Notion; assess summaries against workspace permissions and source notes.
Task: Turn consented meeting notes into decisions, questions, and owners. Check: confirm page access, sharing, and retention settings.
Official product page ↗Start with a template for social graphics or slides, then customize typography and layout yourself.
Task: Make a fixed-title event graphic and export a mobile draft. Check: proofread every text layer and inspect the exported file and asset rights.
Official help pages ↗Explore visual directions from a short prompt; inspect output and current licensing before commercial use.
Task: Generate three visual directions for a fictional campaign. Check: inspect faces, logos, text, accidental similarity, and plan terms.
Official help pages ↗Use a visual brief to explore a mood board; evaluate iteration effort, references, and usage rights.
Task: Create four mood-board frames and keep prompt changes. Check: review people, marks, references, and current plan terms.
Official documentation ↗Try poster concepts that combine imagery and text; proofread every generated word in the result.
Task: Make three drafts with one fictional title, date, and place. Check: inspect text at full size, on mobile, and in the exported file.
Official documentation ↗Assess suggestions inside your editor; review generated code, dependencies, and test coverage.
Task: Use the same small function and failing test. Check: inspect the full diff, dependencies, tests, and license concerns.
Official documentation ↗Use a small repository task to assess codebase edits; review the diff and run tests before merging.
Task: Request a bounded change in a disposable repository. Check: list changed files, commands, side effects, and rollback steps.
Official documentation ↗Prototype an idea in a browser; inspect generated behavior, security, deployment visibility, and dependencies.
Task: Build a one-field form with fictional data. Check: test validation, errors, mobile layout, deployment settings, and costs.
Official documentation ↗Explore interface drafts from a written requirement, then refine accessibility, real content, and states.
Task: Describe a two-screen settings flow with real labels. Check: use keyboard and narrow-screen tests, then review dependencies.
Official documentation ↗Search for leads and citations, then open original sources before relying on an answer.
Task: Search a narrow question and open three cited sources. Check: label primary versus secondary evidence and record disagreements.
Official help pages ↗Ask questions about supplied material; check generated answers against the uploaded sources.
Task: Add a safe set of notes and request a concept map. Check: trace every answer to the supplied passage and separate source claims from suggestions.
Official support pages ↗Shortlist papers for a literature review; read methods and limitations in the paper itself.
Task: Search one question and record inclusion criteria. Check: open each paper, read methods and limitations, and log the search date.
Official support pages ↗Use natural-language questions to find research leads; distinguish an abstract from full evidence.
Task: Ask a focused academic question and inspect linked papers. Check: read study design and limitations before drawing causal conclusions.
Official help pages ↗Explore a video concept or edit, then evaluate control, output settings, source rights, and licensing.
Task: Make a short fictional shot from a bounded description. Check: inspect continuity, faces, text, export settings, and plan terms.
Official help pages ↗Edit interviews and podcasts from transcripts; proofread names, timestamps, and sensitive details against the recording.
Task: Transcribe a consented two-minute interview and make one edit. Check: compare speaker labels, numbers, negations, and the exported file.
Official help pages ↗Draft voiceovers with generated speech; obtain permission before imitating a real person's voice.
Task: Create two neutral takes of a fictional 20-second script. Check: confirm voice rights, pronunciation, disclosure, and distribution rules.
Official documentation ↗Generate music ideas and compare versions; check plan-specific commercial-use terms before release.
Task: Generate three instrumental sketches from one mood brief. Check: keep prompt history, inspect lyrics or samples, and read release terms.
Official help pages ↗Connect two familiar apps for a small workflow first; inspect triggers, data access, retries, and failure paths.
Task: Connect a test form to a test spreadsheet. Check: use three sample records, trigger a malformed record, and verify permissions and rollback.
Official help pages ↗Try transcription on a consented meeting; review names, decisions, sensitive details, sharing, and retention.
Task: Transcribe a short consented meeting and share one needed section. Check: compare action items, limit sharing, and delete unnecessary audio.
Official help pages ↗Turn an outline into editable slides, then correct structure, typography, links, and unsupported claims.
Task: Turn six approved points into a short deck. Check: replace placeholders, verify links and claims, and inspect the exported deck.
Official help pages ↗Capture meeting notes and action items; first check participants' consent and workplace policies.
Task: Produce decisions, owners, and next steps from a consented meeting. Check: compare with your notes and confirm storage and deletion rules.
Official documentation ↗Try a shorter search, or browse all categories.
Our practical framework covers task definition, safe samples, source checks, privacy, licensing, and the real cost of editing an AI output.
Read the selection guide ↗These notes place short directory entries in concrete tasks. They are based on the linked official materials and a consistent comparison method; they do not invent test scores or rankings.
When you already have papers or notes, start with a workflow that works from supplied material. When you need to discover and screen literature, start with a literature-search workflow. Even when an answer includes sources, open the paper and check its methods and limitations.
Not suitable: an auto-generated summary is not a completed evidence review. Record unsupported claims and the time needed to correct them.
See sources and checks ↗Start with the scope of the change: inline suggestions and cross-repository edits create different review work. Use the same failing test and a bounded fix; record changed files, added dependencies, test results, and review time.
Not suitable: do not merge a generated diff before checking side effects and access to sensitive files. Available capabilities vary by plan and environment.
See sources and checks ↗A polished concept may still fail delivery requirements. Give candidates the same fictional event title, date, and location; proofread every word; then check mobile readability, export resolution, and current licensing.
Not suitable: do not publish before checking names, third-party likenesses, and copyrighted assets; count the rework after the first draft.
See sources and checks ↗