Tested prompt library
Every prompt includes editable variables, an output contract, a test note, and the situations where it should not be trusted on its own.
Published library
Use one person's photo as the reference, keep the foreground photographic, and paint a larger illustrated version on a wall in the same scene. Compare five original source/output pairs.
Copy seven realistic 1980s photo prompts for ChatGPT, including a two-scenario tested core plus studio, family, street, yearbook, formal, and group adaptations.
Create a layered editorial AI poster by deciding what the viewer sees first, where the page breathes, how image and type overlap, and when to rebuild the lettering by hand. Includes four original tests.
Brief a long GPT-6 Astra task with source priority, action boundaries, budget and stop rules, change handling, checkpoints, and an evidence-based handoff.
Copy a prompt-change review prompt that separates prompt defects from broken cases, graders, data, tools, and run settings before proposing a minimal diff and matched regression plan.
Use a character reference sheet prompt with a filled example, view plans for portraits and outfits, anatomical left/right instructions, and practical checks for identity drift and unwanted details.
Create editorial infographics from a source ledger, explicit module relationships, a literal text allowlist, and a human review gate. Includes two original same-prompt tests and their exact evidence record.
Copy a structured review prompt that inventories an Agent Skill's files, permissions, dependencies, network behavior, promise-capability mismatch, and isolated test requirements.
Use an identity-first image-editing prompt to turn a casual photo into a powder-blue, gouache-and-pastel editorial portrait while keeping the person recognizable.
Build a destination collage from verified local elements, a strict text allowlist, and a forbidden-lookalike check, with six original test images showing both success and failure.
Use a preservation-first image-editing prompt, an optional gallery-art-print direction, and a tested winter example to make recognizable watercolor travel art.
Give an agent one inspectable product, an audience, a launch goal, a creation mode, and release boundaries; require production records and an encoded-video review whenever rendering is authorized.
Give Codex an SVG, raster logo, or exact phrase and require an editable HyperFrames project, honest reveal geometry, local assets, a checked preview, and user-gated rendering.
Copy a concise prompt for fictional adult portraits with restrained skin texture, plausible smartphone framing, meaningful context, and no false RAW or camera-provenance claim.
Edit one authorized adult photo with a stronger but still natural clothed silhouette, explicit identity locks, realistic fabric behavior, and a focused Before/After review.
Give Codex a final script and final voiceover, require real audio alignment, semantic motion, a strict HyperFrames check, a Studio approval gate, and encoded-MP4 verification.
Audit fictional or approved customer-support drafts against supplied policy clauses, require traceable failure evidence, and hold every batch for human QA.
Convert exactly five labeled meeting facts into a traceable table without guessing owners, dates, or agreement.
Define the goal, audience, source material, output contract, accuracy rules, and unresolved questions before asking an AI assistant to draft work.