Koda Agent
B 81 completed
Other
containerized / python · small
78
Files
5,888
LOC
1
Frameworks
6
Languages
Pipeline State
completedRun ID
#376087Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
33.09Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #48103
Member of a group with 1 similar repo(s) — canonical #112654 view group →
Top concepts (2)
Project DescriptionTesting
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
AI Prompt
Create a production-grade AI coding agent similar to Koda. I want it to be able to read the existing codebase, take a task described in natural language, and then autonomously write code, run tests using pytest, and self-verify its output. The agent should be powered by Claude's tool_use API and visualize the full reasoning trace. Please structure the project to include a dashboard, necessary configuration files, and a clear execution script.
python ai-agent coding-assistant llm tool-use pytest cli containerization
Generated by gemma4:latest
Catalog Information
Production-grade AI coding agent built from scratch — no LangChain, no CrewAI. Powered by Claude's tool_use API with full reasoning trace visualization, self-verification, and adaptive cost optimization.
Description
Production-grade AI coding agent built from scratch — no LangChain, no CrewAI. Powered by Claude's tool_use API with full reasoning trace visualization, self-verification, and adaptive cost optimization.
Novelty
3/10Tags
python ai-agent coding-assistant llm tool-use pytest cli containerization
Technologies
anthropic pydantic streamlit
Claude Models
claude-opus-4-6
Quality Score
B
80.6/100
Structure
89
Code Quality
85
Documentation
58
Testing
75
Practices
79
Security
100
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (49% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Containerized deployment (Docker)
- Properly licensed project
Weaknesses
- 190 duplicate lines detected \u2014 consider DRY refactoring
Security & Health
4.6h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility · open methodology · https://repobility.com/research/
MIT
License
0.8%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility — the code-quality scanner for AI-generated software · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Production-grade AI coding agent built from scratch — no LangChain, no CrewAI. Powered by Claude's tooluse API with full reasoning trace visualization, self-verification, and adaptive cost optimization. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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