# MarcoMandar

## Activity Ledger
- **Pull Requests Authored:** 16 merged, 1 open/closed
- **Pull Requests Reviewed:** 2 total (0 approvals, 0 change requests, 2 comments)
- **Issues:** 0 opened, 0 closed
- **Avg Time to Merge:** 12 hours

## Contribution Domains
- **Trust & Reputation Systems:** Implemented and refined trust scoring mechanisms, order books, and virtual confidence metrics.
  - PRs: elizaos/eliza#101 (Trustscore, token-performance, simulation), elizaos/eliza#248 (trust integration), elizaos/eliza#175 (updates to order book and trust score), elizaos/eliza#347 (trust fixes)
- **Trading Simulation & Execution:** Developed services for sell simulations, trade recording, and specific platform integrations like "pumpfun".
  - PRs: elizaos/eliza#597 (sell simulation service), elizaos/eliza#328 (Save Trade on creation to backend), elizaos/eliza#43 (pumpfun integration), elizaos/eliza#642 (simulation sell types)
- **Token & DAO Infrastructure:** Added providers for token data, DAO swap actions, and recommendation engines.
  - PRs: elizaos/eliza#24 (token provider), elizaos/eliza#196 (swap Dao action initial), elizaos/eliza#250 (recommendations, token info, client auto)

## Contribution Patterns
- **Code patterns:** Commits frequently involve high line-count modifications (e.g., elizaos/eliza#101 with +190k lines), suggesting the implementation of large subsystems or data-heavy components rather than incremental patches.
- **Collaboration patterns:** Operates exclusively within the `elizaos/eliza` repository.
- **Workflow:** Submits PRs without linking to tracked issues (0% linkage rate).

## Temporal Analysis
- **Entry:** First contribution in October 2024 focused on "pumpfun" integration and token providers.
- **Growth phases:** Expanded scope in November to include complex trust scoring and performance simulation logic.
- **Current:** Recent activity in December 2024 concentrates on refining sell simulation services and resolving specific swap type errors.

## Organizational Signals
- **Repo Ownership:** elizaos/eliza: 0% (LOW)
- **Work Structure:** 0% of merged PRs close tracked issues, indicating work is likely tracked externally or ad-hoc (LOW).
- **Review Dependencies:** Merges rely primarily on @lalalune (3 reviews) and @shakkernerd (1 review) (HIGH).