Manual Automation
D 54 completed
Other
cli / python · tiny
32
Files
2,241
LOC
0
Frameworks
4
Languages
Pipeline State
completedRun ID
#394580Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
20.19Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47306
Member of a group with 1 similar repo(s) — canonical #110889 view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · code-quality intelligence platform · https://repobility.com
AI Prompt
Create a Python command-line tool for automating manual workflows. I need it to handle interactions with external services like Miro and Notion. Specifically, include scripts to push data to Miro and another script to push data to Notion. The project structure should be clean, using a main `app.py` and managing dependencies via `pyproject.toml` and `requirements.txt`. It should be easily configurable using environment variables, perhaps referencing an example `.env.example` file.
python cli automation api miro notion scripting workflow
Generated by gemma4:latest
Catalog Information
yasuha217__manual-automation
Novelty
3/10Tags
python cli automation api miro notion scripting workflow
Technologies
anthropic streamlit
Claude Models
claude-opus-4-6
Quality Score
D
54.1/100
Structure
48
Code Quality
79
Documentation
33
Testing
0
Practices
65
Security
100
Dependencies
60
Strengths
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- Missing README file \u2014 critical for project understanding
- 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
- 249 duplicate lines detected \u2014 consider DRY refactoring
Recommendations
- Add a comprehensive README.md explaining purpose, setup, usage, and architecture
- 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)
Security & Health
4.6h
Tech Debt (D)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (5)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
Unknown
License
3.0%
Duplication
Languages
Frameworks
None detected
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | 議事録からマニュアル自動生成 & Miro業務フロー描画ツール | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Backend | web-backend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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