Aumai Contextweaver
B+ 85 completed
Library
cli / python · tiny
22
Files
1,745
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#303998Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
36.15Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47941
Member of a group with 1 similar repo(s) — canonical #9446 view group →
Top concepts (4)
Project DescriptiontestingTestingTesting
Repobility · severity-and-effort ranking · https://repobility.com
🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
ContextBlock._coerce_priorityConverts an input value intended to represent a priority level, accepting either a string name or an integer. If the input is a string, it first checks if the string matches a defined name within the ContextPriority enumeration; if so, it returns the corresponding enum member's value. Otherwise, it
PriorityWeaver._interleaveGroups the provided list of context blocks into a dictionary keyed by their priority level. Sorts these groups in descending order of priority, ensuring that higher-priority blocks appear first. Concatenates all blocks from the sorted tiers into a new list. Returns this newly ordered list of context
PriorityWeaver._greedySelects a subset of provided context blocks by iteratively choosing the block with the highest priority-to-token-count ratio until the total token count exceeds the given capacity. It accepts a list of ContextBlock objects and an integer representing the maximum capacity. The function returns a new
AI Prompt
Create a command-line interface (CLI) tool in Python called ContextWeaver. This tool should focus on intelligent context window management for long conversations. It needs to have a clear structure, including documentation sections like 'Getting Started' and 'API Reference' within the `docs/` directory. Please ensure the project structure is set up for testing using `pytest` and includes necessary configuration files like `pyproject.toml` and a `Makefile`.
python cli context-management ai tooling
Generated by gemma4:latest
Catalog Information
Aumai-ContextWeaver is designed to manage context windows in long conversations.
Description
Aumai-ContextWeaver is an intelligent tool that helps manage context windows during extended conversations. It aims to improve the efficiency and effectiveness of communication by providing a structured approach to handling multiple topics and contexts. This project can be useful for applications requiring complex conversation management, such as customer support chatbots or virtual assistants.
الوصف
يعد Aumai-ContextWeaver أداة ذكية تساعد في إدارة نافذة السياق خلال المحادثات الطويلة. يهدف إلى تحسين كفاءة و فعالية التواصل عن طريق تقديم نهج مُقترح لتعامل مع المواضيع المتعددة والسياقات. يمكن أن يكون هذا المشروع مفيدًا للتطبيقات التي تتطلب إدارة محادثة معقدة، مثل روبوتات الدعم الفني أو المساعدات الذكية.
Novelty
7/10Tags
conversation-management context-window long-conversations intelligent-tool complex-communication
Technologies
click pydantic
Claude Models
claude-opus-4.6
Quality Score
B+
85.4/100
Structure
93
Code Quality
90
Documentation
85
Testing
85
Practices
64
Security
92
Dependencies
80
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (60% 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%)
Repobility (the analyzer behind this table) · https://repobility.com
PASS
Quality Gate
A
Risk (6)
Apache-2.0
License
0.0%
Duplication
Languages
Frameworks
pytest
Symbols
variable23
method21
class8
function7
property3
Concepts (4)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility (the analyzer behind this table) · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > Intelligent context window management for long conversations | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
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