Mirrorai
D 59 completed
Other
monorepo / typescript · small
55
Files
4,758
LOC
1
Frameworks
7
Languages
Pipeline State
completedRun ID
#389001Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
43.24Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:17Deduplication group #50762
Member of a group with 4 similar repo(s) — canonical #119234 view group →
Top concepts (2)
Project DescriptionTesting
Repobility analyzer · published findings · https://repobility.com
AI Prompt
Create a local AI clone of myself using my chat data. I need the system to analyze my writing style, vocabulary, and tone from sources like Telegram and Zalo. The core functionality should use a RAG-powered approach for context-aware responses, and it must run 100% locally. I'd like to configure it to use Ollama for the LLM, but also have the option to switch to Claude, GPT, or Gemini without code changes. Please ensure it simulates human-like typing speed and includes a confidence scoring mechanism for auto-replies.
typescript python ai local chat-bot rag ollama telegram zalo persona
Generated by gemma4:latest
Catalog Information
Create an AI clone of yourself from your chat data. Runs 100% local on your machine, powered by OpenClaw.
Description
Create an AI clone of yourself from your chat data. Runs 100% local on your machine, powered by OpenClaw.
Novelty
3/10Tags
typescript python ai local chat-bot rag ollama telegram zalo persona
Technologies
langchain pydantic
Claude Models
claude-opus-4-6
Quality Score
D
59.2/100
Structure
54
Code Quality
89
Documentation
64
Testing
0
Practices
62
Security
72
Dependencies
60
Strengths
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No tests found \u2014 high risk of regressions
- No CI/CD configuration \u2014 manual testing and deployment
- Potential hardcoded secrets in 2 files
Recommendations
- Add a test suite \u2014 start with critical path integration tests
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a LICENSE file (MIT recommended for open source)
- Move hardcoded secrets to environment variables or a secrets manager
Security & Health
7.3h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (4)
Repobility · code-quality intelligence · https://repobility.com
MIT
License
0.5%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Create an AI clone of yourself from your chat data. Runs 100% local on your machine, powered by OpenClaw. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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