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Phase 112 – Digital Civilization Risk Observatory
Objective
Monitor global digital civilization risks and attack trends.
Core Modules
- Observatory Core
- Alarm Service
APIs
POST /api/v1/risk/observe ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
saidai-bhuvanesh
Phase 111 – Security Simulation Universe
Objective
Simulate entire threat ecosystems and security operations.
Core Modules
- Simulation Core
- Scenario Engine
APIs
POST /api/v1/simulation/universe/run ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
Phase 110 – Global Security Governance Brain
Objective
Centralized AI governance and regulatory intelligence platform.
Core Modules
- Governance Brain
- Rule Checker
APIs
POST /api/v1/governance/check ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
Phase 109 – Autonomous Trust Intelligence Network
Objective
Continuously calculate trust scores for systems, users, entities, and organizations.
Core Modules
- Trust Core
- Evaluator
APIs
POST ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
Phase 108 – Universal Security Knowledge Graph
Objective
Unify all intelligence into a single knowledge graph ecosystem.
Core Modules
- Graph Core
- Query Service
APIs
POST /api/v1/graph/query ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
Phase 107 – Worldwide Threat Prediction Network
Objective
Predict future attacks using planetary-scale intelligence analytics.
Core Modules
- Prediction Core
- Analyzer
APIs
POST /api/v1/predict/attack ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
@claude Read all the documents in the planning directory, then build the complete Market Data backend in the backend/
directory. This should include:
1. The Massive API interface
2. The unified market ...
sugarnet
Phase 106 – Autonomous Security Economy Intelligence Platform
Objective
Analyze global economic impacts of cyber and fraud threats.
Core Modules
- Economy Engine
- Cost Analyzer
APIs
POST /api/v1/economy/calculate ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
Phase 105 – Global Intelligence Memory Fabric
Objective
Create long-term intelligence memory and historical reasoning capabilities.
Core Modules
- Memory Core
- Indexer
APIs
POST /api/v1/memory/store ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
Phase 104 – Enterprise Cognitive Operations System
Objective
Build a cognitive operating system for enterprise security decision-making.
Core Modules
- Core Brain
- Decision Tracker
APIs
POST ...
accepted
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.