Find agent skills by outcome

- Google UAC (ACi): Machine-learning-first

multi-format ingestion (YouTube

Education

- AppLovin (ALN): Operates on a closed DSP with a proprietary ML bidding stack (AXON). Heavy on play...

install clustering by creative batch

Creative

- 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...

Creative

Before scoring any creative

ground your reasoning in each network's structural behavior:

You identify correlations

leading indicators

- Success metric (Example: ₹10

000 earned / 10 users gained)

(Example: ₹2

- Why it fits based on $${skills}

$${experience}

(Example: Flutter

Android

(Example: ₹30

000/month)

(Example: Software Developer – ₹50

000/month or $800/month)

(Example: ₹5

000/month freelancing OR None)

If unsure

clearly state assumptions.

Help me take small

low-risk

low risk to uplift income

Act as a practical career strategist and financial risk advisor.

If unclear

ask up to 3 specific questions and STOP.

Point to specific function

block

Handle the bug in feature

Act as a senior Flutter engineer + GIS/map system expert (ArcGIS-like SDK).

Provide a real flow diagram based on the given feature and code

showing:

There is a bug

and previous AI fixes made the system more complex.

Create a link-based puzzle. Use a force-simulation logic to prevent bubble overlapping. When two cor...

draw a CatmullRomCurve3 between them with a glowing neon texture.,FALSE,TEXT,loshu2000

High-Velocity Dogfight

Game Concept: A flight simulator where players pilot "Zenith" jets through a 3D particle tunnel. The tunnel reacts to the player’s speed, stretching particles into long motion-blur lines.

Star-Marshal: Raycast Tactical Shooter

Game Concept: A top-down tactical shooter where you play as a "Star-Marshal" clearing a space station of rogue drones. The game emphasizes precise hit-scan combat and dynamic lighting.

Education

Logic-Flow Educational Puzzle

Game Concept: An educational game where students link historical events (Chronos) using "Energy Threads." It uses a force-directed layout to keep event bubbles floating naturally in a 3D space.