Amure Do
D 52 completed
Other
monorepo / rust · small
83
Files
13,922
LOC
2
Frameworks
8
Languages
Pipeline State
completedRun ID
#1545211Phase
doneProgress
0%Started
2026-04-16 23:11:18Finished
2026-04-16 23:11:18LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
73.33Framework unique
—Isolation
—Last stage change
2026-05-10 03:34:51Deduplication group #1938257
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
🧪 Code Distillation
Browse all specs →AI Prompt
Create a hypothesis-driven research engine, similar to amure-do. I need a system that structures research by managing Claims, Reasons, Evidence, Experiments, and Verdicts. It should enforce rigor using multiple quality gates like the Claim Gate and Argument Gate. The engine must support pluggable backends (HTTP, File-based, Subprocess) and integrate with various LLM providers, supporting at least Claude, OpenAI, and Ollama. Finally, build a web dashboard with a 4-tab interface (Research, Knowledge, Lab, Settings) and a Canvas for idea mapping. The core logic should be written in Rust, using an async runtime like Tokio.
rust monorepo research-engine llm web-dashboard async api knowledge-graph
Generated by gemma4:latest
Catalog Information
Create a hypothesis-driven research engine, similar to amure-do. I need a system that structures research by managing Claims, Reasons, Evidence, Experiments, and Verdicts. It should enforce rigor using multiple quality gates like the Claim Gate and Argument Gate. The engine must support pluggable backends (HTTP, File-based, Subprocess) and integrate with various LLM providers, supporting at least Claude, OpenAI, and Ollama. Finally, build a web dashboard with a 4-tab interface (Research, Knowled
Tags
rust monorepo research-engine llm web-dashboard async api knowledge-graph
Quality Score
D
51.6/100
Structure
48
Code Quality
52
Documentation
48
Testing
40
Practices
57
Security
72
Dependencies
80
Strengths
- Consistent naming conventions (snake_case)
Weaknesses
- No LICENSE file — legal ambiguity for contributors
- No CI/CD configuration — manual testing and deployment
- 1537 duplicate lines detected — consider DRY refactoring
- 6 'god files' with >500 LOC need decomposition
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Languages
Frameworks
Flask Axum
Symbols
function407
struct154
extension42
constant29
enum24
variable12
method4
type_alias3
class1
API Endpoints (8)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Open data scored by Repobility · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/events | api_events | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/narratives | api_narratives | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/pipeline | api_pipeline | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/search | api_search | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /exec | exec_code | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /exec | exec_code | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /health | health | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /health | health | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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