Scope a project
Set the domain, time available, interest area, and the kind of idea you want to explore.
CAPSTONE RESEARCH · LIMITED PREVIEW
Find a capstone idea you can actually build.
ScoutSpark helps students explore ideas that fit their interests, skills, time, and resources. It searches for supporting sources and shows when evidence is not strong enough for a detailed plan.
Research runs locally with your own provider setup. This Pages site is a static project overview.
A RESEARCH PATH YOU CAN FOLLOW
From question
to evidence.
Move through a reviewed workflow. See what was searched, how ideas were assessed, and where the evidence is still limited.
Choose Live sources
Use configured search providers for current sources, or select Offline demo to explore synthetic examples.
Review the run plan
Preview the resolved sources, limits, scoring weights, and budget before research starts.
Inspect ideas and evidence
Compare scorecards, gate outcomes, and source receipts. A high score does not clear a failed gate.
SEE THE FLOW
Live mode, step by step.
01 Live sources02 Scope the request03 Preview the plan04 Inspect results05 System overview
LIMITED PREVIEW
Evidence first. Review every result.
Results can be incomplete or unverified. Check sources and warnings before relying on an idea. A small set of evaluations has shown real quality and proposal-yield limitations.
ONE SYSTEM VIEW
How ScoutSpark connects.
RUN IT ON YOUR COMPUTER
Bring your own
provider setup.
For live research, install ScoutSpark locally and add the search and model credentials you choose to use. Review budgets before starting a run.
QUICK START
git clone https://github.com/FaniBhushan/SparkScout.git
cd SparkScout
python -m pip install -r requirements.txt
python -m streamlit run streamlit_app.pyFull setup instructions