Cic
B 80 completed
Other
unknown / python · tiny
18
Files
1,895
LOC
1
Frameworks
3
Languages
Pipeline State
completedRun ID
#356858Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
20.12Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47518
Member of a group with 1 similar repo(s) — canonical #113957 view group →
Top concepts (2)
Project DescriptionTesting
About: code-quality intelligence by Repobility · https://repobility.com
AI Prompt
Build me a Python library, similar to the one described, for building AI agents that interact with the Claude Code CLI. The core functionality should provide a clean programmatic interface to manage the agent loop. Specifically, I need to be able to define custom tools, pass messages and these tools to a client, and handle the response which might contain tool calls or a final text answer. It should also support smart routing, allowing the user to set the complexity level (simple, moderate, or complex) to automatically select the appropriate Claude model (Haiku, Sonnet, or Opus) for the chat session.
python ai-agent claude cli library agent-loop tool-calling pytest
Generated by gemma4:latest
Catalog Information
A Python library for building AI agents on top of the Claude Code CLI.
Description
A Python library for building AI agents on top of the Claude Code CLI.
Novelty
3/10Tags
python ai-agent claude cli library agent-loop tool-calling pytest
Technologies
anthropic
Claude Models
claude-opus-4-6
Quality Score
B
80.1/100
Structure
83
Code Quality
85
Documentation
65
Testing
70
Practices
80
Security
100
Dependencies
60
Strengths
- Good test coverage (56% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- No CI/CD configuration \u2014 manual testing and deployment
Recommendations
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
Security & Health
4.1h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (5)
Want this analysis on your repo? https://repobility.com/scan/
MIT
License
0.9%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: Repobility analyzer · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | A Python library for building AI agents on top of the Claude Code CLI. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Embed Badge
Add to your README:
