gnosis/prediction-market-agent-tooling
Nov 2024 – Sep 2025
10 Months active
Languages Used
PythonTOMLSolidityCythonYAML
Technical Skills
API IntegrationBackend DevelopmentData AnalysisDatabase ManagementDependency ManagementFinancial Modeling
Gabriel Fior
PROFILE
Gabriel Fior
Fior developed and maintained the gnosis/prediction-market-agent-tooling repository, delivering a robust suite of features for decentralized prediction markets. Over ten months, Fior engineered integrations for Seer, Omen, and Polymarket, implementing smart contract interactions, data modeling, and end-to-end redemption workflows. Using Python and Solidity, Fior refactored core components for reliability, introduced caching and asynchronous data fetching, and expanded collateral and outcome support. The work included rigorous integration testing, dependency management, and CI/CD improvements, resulting in stable, scalable infrastructure. Fior’s technical depth is evident in the architectural updates, cross-agent consistency, and the ability to address both backend and blockchain challenges.
Overall Statistics
Feature vs Bugs
87%Features
Repository Contributions
38Total
Bugs
3
Commits
38
Features
20
Lines of code
41,991
Activity Months10
Your Network
2 peopleShared Repositories
2
Work History
September 2025
1 Commits • 1 Features
Sep 1, 2025Summary for 2025-09: Delivered targeted dependency upgrades in gnosis/prediction-market-agent-tooling to enhance security, stability, and compatibility with upstream libraries. This work focused on updating Python package dependencies (pydantic-ai and related packages, as well as streamlit, scikit-learn, and regex) to align with latest upstream patches and features. The changelist centers on a single release commit; no separate bugfix-only commits were recorded this month.
1 Commits • 1 Features
Sep 1, 2025Summary for 2025-09: Delivered targeted dependency upgrades in gnosis/prediction-market-agent-tooling to enhance security, stability, and compatibility with upstream libraries. This work focused on updating Python package dependencies (pydantic-ai and related packages, as well as streamlit, scikit-learn, and regex) to align with latest upstream patches and features. The changelist centers on a single release commit; no separate bugfix-only commits were recorded this month.
September 2025
August 2025
4 Commits • 3 Features
Aug 1, 2025Month: 2025-08 — Summary for gnosis/prediction-market-agent-tooling. Delivered three major features across Seer and Polymarket; implemented end-to-end redemption; improved performance and reliability; modernized architecture by removing singletons and updating dependencies; added USDC collateral support for Polymarket and standardized hex handling.
August 2025
4 Commits • 3 Features
Aug 1, 2025Month: 2025-08 — Summary for gnosis/prediction-market-agent-tooling. Delivered three major features across Seer and Polymarket; implemented end-to-end redemption; improved performance and reliability; modernized architecture by removing singletons and updating dependencies; added USDC collateral support for Polymarket and standardized hex handling.
July 2025
6 Commits • 2 Features
Jul 1, 2025July 2025 performance summary for gnosis/prediction-market-agent-tooling: Delivered two major feature sets that enhance data reliability and market automation. Polymarket API integration refactor introduced caching, a new subgraph data fetcher, improved API parameter handling, nullable endDate, and refined pagination, resulting in more reliable and faster data access. Seer Agent Market enhancements introduced safer swap pool operations with liquidity and balance checks, support for market resolutions, new data models and improved subgraph querying, and auto-deposit/minting for conditional markets including wrapped tokens, integrated with GnosisRouter. These efforts increased product reliability, expanded market capability, and reduced manual intervention.
6 Commits • 2 Features
Jul 1, 2025July 2025 performance summary for gnosis/prediction-market-agent-tooling: Delivered two major feature sets that enhance data reliability and market automation. Polymarket API integration refactor introduced caching, a new subgraph data fetcher, improved API parameter handling, nullable endDate, and refined pagination, resulting in more reliable and faster data access. Seer Agent Market enhancements introduced safer swap pool operations with liquidity and balance checks, support for market resolutions, new data models and improved subgraph querying, and auto-deposit/minting for conditional markets including wrapped tokens, integrated with GnosisRouter. These efforts increased product reliability, expanded market capability, and reduced manual intervention.
July 2025
June 2025
3 Commits • 2 Features
Jun 1, 2025June 2025 monthly summary for gnosis/prediction-market-agent-tooling. Focused on stabilizing test environments, enabling resilient trading workflows, and ensuring cross-agent consistency across tools. Delivered concrete test infrastructure improvements and a robust swap-fallback mechanism to enhance reliability and business value.
June 2025
3 Commits • 2 Features
Jun 1, 2025June 2025 monthly summary for gnosis/prediction-market-agent-tooling. Focused on stabilizing test environments, enabling resilient trading workflows, and ensuring cross-agent consistency across tools. Delivered concrete test infrastructure improvements and a robust swap-fallback mechanism to enhance reliability and business value.
May 2025
7 Commits • 2 Features
May 1, 2025May 2025 monthly summary for gnosis/prediction-market-agent-tooling focusing on feature delivery, bug fixes, and overall impact. Delivered enhancements expanded collateral support and introduced categorical outcome capabilities, while implementing a set of robustness fixes across Seer/Omen/Manifold to improve price validation, error handling, and market resolution accuracy. These changes broaden market formats, improve reliability, and strengthen performance monitoring and interaction with external data sources.
7 Commits • 2 Features
May 1, 2025May 2025 monthly summary for gnosis/prediction-market-agent-tooling focusing on feature delivery, bug fixes, and overall impact. Delivered enhancements expanded collateral support and introduced categorical outcome capabilities, while implementing a set of robustness fixes across Seer/Omen/Manifold to improve price validation, error handling, and market resolution accuracy. These changes broaden market formats, improve reliability, and strengthen performance monitoring and interaction with external data sources.
May 2025
April 2025
7 Commits • 3 Features
Apr 1, 2025Month: 2025-04. Focused on stabilizing Seer market data access and liquidity management, strengthening pricing reliability with caching, and enabling redemption of winnings in Seer prediction markets. Delivered three core capabilities in gnosis/prediction-market-agent-tooling, with multiple commits improving data accuracy, performance, and user value. Key milestones include Seer market data and liquidity overhaul using SeerSubgraphHandler and CoW optimization; pricing system improvements with token price caching and division-by-zero fix; and redeem winnings via GnosisRouter with market filtering by past trades and test cleanup. These changes improved data precision, reduced pricing latency, and unlocked end-user workflows for liquidity management and winnings redemption.
April 2025
7 Commits • 3 Features
Apr 1, 2025Month: 2025-04. Focused on stabilizing Seer market data access and liquidity management, strengthening pricing reliability with caching, and enabling redemption of winnings in Seer prediction markets. Delivered three core capabilities in gnosis/prediction-market-agent-tooling, with multiple commits improving data accuracy, performance, and user value. Key milestones include Seer market data and liquidity overhaul using SeerSubgraphHandler and CoW optimization; pricing system improvements with token price caching and division-by-zero fix; and redeem winnings via GnosisRouter with market filtering by past trades and test cleanup. These changes improved data precision, reduced pricing latency, and unlocked end-user workflows for liquidity management and winnings redemption.
February 2025
3 Commits • 2 Features
Feb 1, 2025February 2025: Delivered foundational enhancements to the Prediction Market Agent Tooling focusing on Safe-wallet accessibility and Seer-market coverage. Implemented end-to-end integrations, added testing, and expanded market capabilities to support secure participation and broader market dynamics.
3 Commits • 2 Features
Feb 1, 2025February 2025: Delivered foundational enhancements to the Prediction Market Agent Tooling focusing on Safe-wallet accessibility and Seer-market coverage. Implemented end-to-end integrations, added testing, and expanded market capabilities to support secure participation and broader market dynamics.
February 2025
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025 monthly summary for gnosis/prediction-market-agent-tooling focusing on treasury management enhancements and treasury-aware agent communications. Delivered treasury-related capabilities to improve governance, security, and operational efficiency within the prediction market tooling.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025 monthly summary for gnosis/prediction-market-agent-tooling focusing on treasury management enhancements and treasury-aware agent communications. Delivered treasury-related capabilities to improve governance, security, and operational efficiency within the prediction market tooling.
December 2024
4 Commits • 2 Features
Dec 1, 2024Monthly work summary for 2024-12 focusing on delivering key features, stabilizing the test suite, and improving data reliability in the gnosis/prediction-market-agent-tooling repo. Highlights include flexible DBManager initialization, a critical database cache fix, new agent communication capabilities, and updated contract/Langfuse integration with test stabilization. These changes reduce deployment friction, improve data integrity, enable richer agent interactions, and enhance CI reliability, delivering measurable business value in reliability, scalability, and feature completeness.
4 Commits • 2 Features
Dec 1, 2024Monthly work summary for 2024-12 focusing on delivering key features, stabilizing the test suite, and improving data reliability in the gnosis/prediction-market-agent-tooling repo. Highlights include flexible DBManager initialization, a critical database cache fix, new agent communication capabilities, and updated contract/Langfuse integration with test stabilization. These changes reduce deployment friction, improve data integrity, enable richer agent interactions, and enhance CI reliability, delivering measurable business value in reliability, scalability, and feature completeness.
December 2024
November 2024
2 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for gnosis/prediction-market-agent-tooling: Delivered key analytics and infrastructure enhancements, strengthening data accuracy, reliability, and scalability. Implemented Strategy Backtest Metrics and Sharpe Ratio Reporting, aligned outcome token fetching with block times for accuracy, and updated RPC configurations and dependencies to support enhanced analytics. Introduced a new DBManager and caching refactor to streamline database operations and improve data access consistency, contributing to more reliable backtests and faster data retrieval.
November 2024
2 Commits • 2 Features
Nov 1, 2024November 2024 monthly summary for gnosis/prediction-market-agent-tooling: Delivered key analytics and infrastructure enhancements, strengthening data accuracy, reliability, and scalability. Implemented Strategy Backtest Metrics and Sharpe Ratio Reporting, aligned outcome token fetching with block times for accuracy, and updated RPC configurations and dependencies to support enhanced analytics. Introduced a new DBManager and caching refactor to streamline database operations and improve data access consistency, contributing to more reliable backtests and faster data retrieval.
Activity
Loading activity data...
Quality Metrics
Correctness84.4%
Maintainability81.4%
Architecture80.2%
Performance69.8%
AI Usage22.6%
Skills & Technologies
Programming Languages
CythonPythonSolidityTOMLYAML
Technical Skills
API IntegrationAsynchronous ProgrammingAsyncioBackend DevelopmentBlockchain DevelopmentCI/CDCachingCode RefactoringData AnalysisData FetchingData ModelingData ScienceDatabase ManagementDeFiDecentralized Finance (DeFi)
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline