Aumai Skillforge
B+ 87 completed
Ai Ml
cli / python · tiny
23
Files
1,139
LOC
2
Frameworks
4
Languages
Pipeline State
completedRun ID
#304045Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
45.13Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47583
Member of a group with 1 similar repo(s) — canonical #21608 view group →
Top concepts (5)
Project DescriptiontestingWeb BackendFactoryTesting
Repobility · open methodology · https://repobility.com/research/
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
SkillComposer.validate_compositionValidates the structural compatibility of skills listed in a provided SkillComposition object. It checks for two types of issues: unregistered skills within the composition and schema mismatches between consecutive skills. The function accepts a SkillComposition object and returns a list of strings
SkillComposer.composeValidates the existence of a sequence of skill identifiers and then constructs a structured representation of a skill pipeline. It accepts an ordered list of required skill IDs, a detailed list defining the connection steps, an optional name, and an optional description. The function returns a Skill
SkillRegistry.increment_downloadsIncrements the download count associated with a specific skill. It accepts a string representing the skill's unique identifier as input. The function modifies the internal state of the object by updating the download count for the provided skill within the skill registry. It returns nothing and has
AI Prompt
Create a command-line interface (CLI) tool using Python for an agent skill marketplace and composition framework, similar to AumAI SkillForge. The tool should have core functionality, and I need to ensure it's testable using pytest. Please structure it to be easily installable via pip, and include necessary documentation structure like examples and API reference sections.
python cli fastapi pytest agent marketplace framework command-line
Generated by gemma4:latest
Catalog Information
The AUMAI SkillForge project is an agent skill marketplace and composition framework designed for various applications.
Description
AUMAI SkillForge is a platform that enables the creation, management, and deployment of agent skills. It provides a marketplace where developers can share and discover pre-built skills, as well as a framework for composing these skills into more complex workflows. This project aims to facilitate the development of intelligent agents with diverse capabilities.
الوصف
هذا المشروع عبارة عن منصة لتطوير وتحليل مهارات الوكلاء، وتركيبها في أعمال أكثر تعقيداً. يتيح للمطورين مشاركة وتطوير مهارات الوكلاء، وكذلك تركيب هذه المهارات في عمليات أكثر تعقيداً.
Novelty
7/10Tags
agent-skill-marketplace composition-framework intelligent-agents workflow-composition skill-deployment
Technologies
click fastapi pydantic
Claude Models
claude-opus-4.6
Quality Score
B+
87.2/100
Structure
93
Code Quality
90
Documentation
85
Testing
85
Practices
70
Security
100
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (50% 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
Security & Health
4.1h
Tech Debt (D)
Medium
DORA Rating
A
OWASP (100%)
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
PASS
Quality Gate
A
Risk (9)
Apache-2.0
License
0.0%
Duplication
Languages
Frameworks
FastAPI pytest
Symbols
variable27
function10
method8
class7
API Endpoints (4)
| Method | Path | Handler | Framework | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/compositions | create_composition | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/skills | list_skills | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| POST | /api/skills | register_skill | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| GET | /api/skills/{skill_id} | get_skill | FastAPI/Flask | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concepts (5)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Want this analysis on your repo? https://repobility.com/scan/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > Agent skill marketplace and composition framework | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
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