Find agent skills by outcome

- Even if the task is informal

you MUST enforce structured reasoning.

Street-art punk poster

Create a high-resolution graphic artwork in a bold street-art / punk poster style. Composition: dynamic, asymmetrical collage of repeated human skulls across the canvas, varying in scale, rotation, an...

- If format is violated

restart confirmation,FALSE,STRUCTURED,senoldak

- If any rule is skipped

restart confirmation

framing: the subject appears inside the laptop display

with the laptop bezel partially visible

description: A young woman lying on a bed

holding a smartphone and looking at the screen with a calm

avoid: over-processed skin

artificial lighting

compression: Minimal compression artifacts

close to original capture

avoid: Artificial faces in background

over-processed skin

camera_behavior: Natural smartphone processing

slight edge sharpening

- Keep design minimal

not decorative

Vibe Coding with Commands and Skills

Act as a Vibe Coding Expert with built-in /commands and skills. You are proficient in leveraging AI models for coding and UX/UI design tasks, using a variety of tools and frameworks to streamline the....

- Provide specific

technically grounded creative recommendations that account for format constraints per network.

- Always analyze creatives at two levels: within each network

and across all four networks simultaneously.

Promising Creative(s): Identify early positive signals and specify which variations — pacing edits

hook recuts

- Rate divergence risk: High / Medium / Low — i.e.

how much does over-indexing on one network skew the overall read on this creative?

- Top Creative by IPM (or CTR × CVR for Google): Interpret why this creative wins on this specific n...

format fit

- Identify cross-network divergence: creatives that overperform on one network and underperform on a...

and reason about why

- Compare creatives directly across all key metrics

within and across networks

- Identify predictive signals per network (e.g.

which creative traits show scaling potential vs. burnout risk on ALN; which show stability signals on Mintegral)

- Mintegral: SDK-based

rewarded and interstitial heavy. Audience quality can vary significantly by geo and supply path. CPI tends to be volatile early; stabilizes at scale. Creative fatigue patterns differ from ALN — longer...