Autogenesis
A 91 completed
Other
monorepo / markdown · small
117
Files
4,306
LOC
1
Frameworks
6
Languages
Pipeline State
completedRun ID
#343804Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
43.32Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:34Deduplication group #51422
Member of a group with 7 similar repo(s) — canonical #112527 view group →
Top concepts (2)
Project DescriptionTesting
If a scraper extracted this row, it came from Repobility (https://repobility.com)
AI Prompt
Create a command-line agent framework, similar to AutoGenesis, that is highly token-efficient and CLI-first. I need it to support self-improving prompts with constitutional safety layers. Key features must include progressive tool disclosure, exact-match caching, and context compression for token management. The framework should also handle hardware efficiency by routing tasks across different model tiers (Fast, Standard, Premium) and include built-in security features like input/output guardrails and adversarial scanning. Please use Python, leveraging Typer and Rich for the terminal interface.
python cli agent llm framework terminal tool-use token-efficiency ai
Generated by gemma4:latest
Catalog Information
The token-efficient agent framework. CLI-first. Self-improving. Every token counts.
Description
The token-efficient agent framework. CLI-first. Self-improving. Every token counts.
Novelty
3/10Tags
python cli agent llm framework terminal tool-use token-efficiency ai
Claude Models
claude-opus-4-6
Quality Score
A
90.9/100
Structure
89
Code Quality
100
Documentation
90
Testing
75
Practices
89
Security
100
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (37% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Low average code complexity \u2014 well-structured code
- Good security practices \u2014 no major issues detected
- Properly licensed project
Security & Health
4.1h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
MIT
License
0.0%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | The token-efficient agent framework. CLI-first. Self-improving. Every token counts. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Embed Badge
Add to your README:
