Quest: Forge
Layer: Forge
Priority: P80
Status: active
Tasks: 402 total (25 done, 6 open)
Vision
Scientific execution engine — tool registry, background agent orchestration, agent spawning, and tool-augmented analysis. Manages the ecosystem of background agents that perform research tasks.
Open Tasks
☐ [Forge] Integrate ClinicalTrials.gov API for hypothesis clinical relevance (P90)
☐ [Forge] Extend analysis framework to include model-building steps (P88)
☐ [Forge] Biophysical model template: ODEs, parameter fitting, sensitivity analysis (P86)
☐ [Forge] Deep learning model template: training pipeline, evaluation, checkpointing (P85)
☐ [Forge] Model registry integration: link models to artifact versioning system (P84)
☐ [Forge] Expand tool library (ongoing) (P50)
Success Criteria
☐ All open tasks completed and verified
☐ Integration tested end-to-end with dependent quests
☐ UI pages rendering correctly for this quest's features
☐ Documentation updated for new capabilities
☐ New model templates include test suites and validation
☐ Tool registry changes tested for backward compatibility
☐ No duplicate utility functions — reuse shared modules (kg_extraction_utils, pubmed_utils)
☐ New modules < 500 lines; executor plugins have clean interfaces
Quality Requirements
> All tools registered in the forge must demonstrate scientific utility. Tool submissions are rejected if they are stubs (no working implementation), duplicate existing tools, or implement busywork (e.g., trivial data transformations with no mechanistic insight). Each tool must have documented use cases in published analyses or hypotheses within 30 days. When registering ≥10 tools, use parallel agents (3–5 concurrent).
Work Log
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