# DeepGov Application Research

- How do we evaluate project applications accurately?
- What data sources?
- What are their weights?

### Data Sources
- **Gitcoin Rounds** - details about round description and eligibility
- **Gitcoin Applications** - details about the project and application
- **Deep Research** - search the web for information about the project
- Struggles with discernment of multiple projects with same name
- Is the research relevant to evaluating the application?
- **KarmaGap** - find previous grants for project
- Does it include OP grants or do we need the OP dataset also?
- **OP RetroFunding** - find previous applications (funding, impact, etc) and OP awarded

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### Agent Workflow

For each GG Application
1. DeepResearch
2. Grants Data
- KarmaGap (Search Project and Fetch Grants for each `uid`)
- `https://gapapi.karmahq.xyz/search?q=ProjectName`
- `https://gapapi.karmahq.xyz/projects/0xa6aff5d990f384527df036b628268854d135354b0854764180410bd9ba6d23ef/grants`
- OP RetroFunding
- `https://optimism-agora-prod.agora-prod.workers.dev/graphql`
3. Evaluate Application
- What should the prompt look like to accurately evaluate each project?
- Each prompt would need to include:
- GG Application, Research, KarmaGap

OP API Playground:

https://optimism-agora-prod.agora-prod.workers.dev/graphql?query=%7B%0A++retroPGF+%7B%0A++++projects%28first%3A+10%2C+search%3A+%22gitcoin%22%29+%7B%0A++++++edges+%7B%0A++++++++node+%7B%0A++++++++++displayName%0A++++++++++applicantType%0A++++++++++bio%0A++++++++++awarded%0A++++++++++impactCategory%0A++++++++++impactMetrics+%7B%0A++++++++++++description%0A++++++++++++number%0A++++++++++++url%0A++++++++++%7D%0A++++++++++impactDescription%0A++++++++++%0A++++++++++contributionDescription%0A++++++++++contributionLinks+%7B%0A++++++++++++type%0A++++++++++++url%0A++++++++++++description%0A++++++++++%7D%0A++++++++++fundingSources+%7B%0A++++++++++++type%0A++++++++++++currency%0A++++++++++++amount%0A++++++++++++description%0A++++++++++%7D%0A++++++++%7D%0A++++++%7D%0A++++%7D%0A++%7D%0A%7D