Blacktune
C+ 74 completed
Other
unknown / python · tiny
35
Files
6,603
LOC
1
Frameworks
3
Languages
Pipeline State
completedRun ID
#396267Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
37.63Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47518
Member of a group with 1 similar repo(s) — canonical #113957 view group →
Top concepts (2)
Project DescriptionTesting
Repobility — same analyzer, your code, free for public repos · /scan/
AI Prompt
Create a Python-based blackbox log analyzer, similar to BlackTune. I need it to load `.bbl`, `.bfl`, or `.csv` blackbox logs. The tool must feature a Log Viewer with interactive plots for gyro, setpoint, and PID terms. I also need Noise Analysis, which should calculate FFT spectrums, and a Step Response analysis that provides metrics like rise time and overshoot. Crucially, it should have an Auto Tune feature where I can input quad profile details (cell count, prop size, etc.) to generate optimized PID and filter values, and finally, a CLI Export function to output ready-to-paste Betaflight CLI commands.
python data-analysis flight-control log-analyzer blackbox pid-tuning plotting gui
Generated by gemma4:latest
Catalog Information
Betaflight blackbox log analyzer with automatic PID and filter tuning recommendations.
Description
Betaflight blackbox log analyzer with automatic PID and filter tuning recommendations.
Novelty
3/10Tags
python data-analysis flight-control log-analyzer blackbox pid-tuning plotting gui
Claude Models
claude-opus-4-6
Quality Score
C+
74.2/100
Structure
66
Code Quality
85
Documentation
80
Testing
60
Practices
64
Security
92
Dependencies
60
Strengths
- Good test coverage (47% test-to-source ratio)
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
Weaknesses
- No LICENSE file \u2014 legal ambiguity for contributors
- No CI/CD configuration \u2014 manual testing and deployment
- 101 duplicate lines detected \u2014 consider DRY refactoring
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)
Security & Health
4.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility's GitHub App fixes findings like these · https://github.com/apps/repobility-bot
Unknown
License
0.7%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Repobility · open methodology · https://repobility.com/research/ | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Betaflight blackbox log analyzer with automatic PID and filter tuning recommendations. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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