Agent Caster
B+ 87 completed
Other
cli / python · tiny
42
Files
4,110
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#396937Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
20.82Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47545
Member of a group with 1 similar repo(s) — canonical #99059 view group →
Top concepts (2)
Project DescriptionTesting
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
AI Prompt
Create a command-line tool in Python that acts as an AI coding agent definition manager. The tool should allow users to fetch, install, and cast agent definitions from GitHub repositories. Key features include supporting multiple target tools like Claude Code and OpenCode, abstracting model tiers (reasoning/coding), and handling capability group expansion. The CLI should support commands to add agents (optionally specifying a target), list installed agents, and cast definitions to different platform formats.
python cli ai-agent devops github tooling automation
Generated by gemma4:latest
Catalog Information
AI coding agent definition manager. Fetch, install, and cast across tools.
Description
AI coding agent definition manager. Fetch, install, and cast across tools.
Novelty
3/10Tags
python cli ai-agent devops github tooling automation
Technologies
pydantic
Claude Models
claude-opus-4-6
Quality Score
B+
86.8/100
Structure
87
Code Quality
90
Documentation
71
Testing
85
Practices
90
Security
100
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (108% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
Recommendations
- Add a LICENSE file (MIT recommended for open source)
Security & Health
4.1h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility analyzer · published findings · https://repobility.com
MIT
License
4.8%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility · open methodology · https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | AI coding agent definition manager. Fetch, install, and cast across tools. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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