1328 hand-tested AI prompts across image, video, and music — each with full context, variables, and a sample output. Content is authored in Traditional Chinese; the UI here is English.
Three patterns shared by the HackAPrompt 2.0 champion: frame the task as an audit, make the abstraction level explicit, and stage the context like production. They work on Claude, GPT, and Gemini alike.
Mitchell Hashimoto's "Agent = Model + Harness" framework. The reason 88% of enterprise AI agents never reach prod isn't the prompt — it's the missing deterministic orchestration layer. Four CS primitives you can't skip: state machine, idempotency, DAG, DLQ.
More than "list the CVEs." It finds how individual weaknesses chain into an attack and estimates how long an AI-augmented attacker would need to break in. A take on the OpenAI Daybreak concept, built for small teams. Feed in a stack description (Next.js + Supabase + Clerk, etc.) and get back critical paths plus a patch-priority order.
Scores every claim on three axes (A: sources / B: counterevidence / C: completeness), plus a 4-tier source hierarchy, adversarial self-poking, and 4 output modes.
Why does Suno always sound generic? Because you only describe "genre + vibe." Swap in "Jupiter-8 saw wave bass with reverb tail" and Suno gives you the exact sound you're after.
A method dreamed up by a teacher 19 essays into a 30-essay all-nighter. Where typical AI prompts "act as an English teacher" and devolve into a wall of rubric noise, this chain solves the real grading workflow: don't comment on everything.
Instead of telling AI to write code directly, have it translate a vague goal into an executable prompt structure first, then use that structure to drive code generation. Phase 1 Intent → Phase 2 Structuring → Phase 3 Tool-Level → Phase 4 Implementation.
Upload 10 PDFs and Gemini automatically maps the consensus, disagreements, and gaps, then drafts a literature review.
Upload a public company's annual or quarterly report PDF and auto-generate a management-quality + risk read plus an investment thesis
Upload customer feedback, NPS data, or support tickets alongside your feature backlog, and Gemini runs a RICE or Kano model analysis.
For action ads and short films. A three-part motion structure: character + action + scene.
Runway's exclusive Act-One feature. Upload a character photo plus a performance reference to generate a monologue clip.
For film and ad chase scenes: high-speed vehicles plus scene-wide motion blur.
Upload the repo and Claude returns an architectural map, the top 5 fixes to prioritize, and the file paths to back them up.
A cinematic 30-second brand story: three shots, with optional voiceover.
Seedance's strength: produce a 3-shot sequence from a single prompt, no editing required.
A 90-second epic orchestral piece: gradual build to climax, then landing.
Put Gemini's 1M-token context to work — feed in an entire PDF or cross-reference multiple documents at once
Drop the entire repo into Gemini → get an architectural overview + improvement suggestions
A software/SaaS architecture diagram showing the relationships between frontend, backend, database, and third-party services — built for engineers, not marketing fluff.
A user journey map for product/UX design — visualizing touchpoints, emotions, and pain points. Built for design critiques and pitch decks.
A brand anthem — not a jingle, a full song. For founder-story videos, brand documentaries, and year-in-review videos.
Standard K-pop structure (verse-prechorus-chorus-bridge-dance break) with indie-style production. For independent K-pop-style artists, brand activations, and dance reels.
Close-up portraits that capture subtle shifts in micro-expression — for emotional ads, documentary close-ups, and art films. Hailuo leads the pack in facial subtlety.