Ivan

D 59 completed
Browser Extension
unknown / python · tiny
45
Files
8,637
LOC
1
Frameworks
8
Languages

Pipeline State

completed
Run ID
#369997
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
68.78
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #57639
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
All rows above produced by Repobility · https://repobility.com

AI Prompt

Create an intelligent assistant, similar to Ivan, designed to optimize solutions engineering workflows. It needs to function as a private, local application that integrates with Salesforce. Key features should include a Chrome extension for quick actions like completing SE Weekly Updates and WARMER directly in Salesforce, smart context retrieval from customer notes, and a chat interface for refining content. The system should also support OpenAI-compatible APIs and ideally be built using Python and Flask, while also providing deep knowledge access for HashiCorp tools.
python flask salesforce chrome-extension ai-assistant workflow-automation local-llm api-integration
Generated by gemma4:latest

Catalog Information

Ivan is an intelligent assistant designed to optimize solutions engineering workflows, providing a private and seamless integration with Salesforce.

Description

Ivan is a comprehensive tool that streamlines solutions engineering workflows by automating tasks, providing AI-powered suggestions, and integrating with popular tools like Salesforce. It includes a Chrome extension for automating SE Weekly Updates and WARMER with AI assistance, all directly from within your browser. Ivan understands what day it is, can search your notes & customer data, and provides complete conversation history with thread organization.

الوصف

هو مساعد ذكي مصمم لتحسين تدفقات الهندسة الحلول، يوفر دمجًا سريعًا وسهلًا مع Salesforce. يحتوي على امتداد Chrome للتعرف على تحديثات SE الأسبوعية وتحديث WARMER بمساعدة الذكاء الاصطناعي، جميعها مباشرةً من خلال متصفح Chrome. يفهم Ivan ما هو اليوم، يمكنه البحث في ملاحظاتك ومعلومات العملاء، ويقدم تاريخ محادثة كامل مع تنظيم الأقسام.

Novelty

7/10

Tags

solutions-engineering salesforce-integration ai-assistant workflow-automation chrome-extension se-weekly-updates wamer

Technologies

beautifulsoup click flask huggingface langchain

Claude Models

claude (unknown version)

Quality Score

D
58.8/100
Structure
60
Code Quality
48
Documentation
57
Testing
70
Practices
55
Security
75
Dependencies
60

Strengths

  • Good test coverage (53% test-to-source ratio)
  • Consistent naming conventions (snake_case)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 9 bare except/catch blocks swallowing errors
  • 879 duplicate lines detected \u2014 consider DRY refactoring
  • 3 'god files' with >500 LOC need decomposition

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)
  • Replace bare except/catch blocks with specific exception types

Security & Health

6.6h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
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Unknown
License
12.9%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
54.6%
markdown
25.1%
javascript
7.8%
css
4.3%
json
4.1%
shell
3.0%
html
0.8%
text
0.2%

Frameworks

Flask

Concepts (2)

Analysis by Repobility (https://repobility.com) · MCP-ready
CategoryNameDescriptionConfidence
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auto_descriptionProject DescriptionAn intelligent assistant designed to optimize solutions engineering workflows.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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