PROBLEM MAP · LAYER TWO
Start with a real need. Find a project worth testing.
Every concrete need is a clue to a GitHub treasure. Define the job first, then compare the software, projects, and workflows worth bringing into the experiment fields.
Too many subscriptions. Where is the money going?
Separate subscriptions, credits, APIs, cloud GPUs, plugins, and hosting before looking for the GitHub project that can replace one specific cost.
Follow this clue →02Simplify workPowerful software, painfully complex workflow
Map the real steps first, then look for open-source tools and workflows that remove interfaces, exports, and repetitive setup.
Follow this clue →03Improve qualityInconsistent results with no clear way to improve them
Prompts, context, source material, models, and human judgment all matter. Find the missing layer instead of blindly switching products.
Follow this clue →04AutomateCopying, pasting, converting, and publishing every day
Stable workflows with clear inputs and outputs are strong candidates for GitHub automation, agents, and reusable pipelines.
Follow this clue →