Sparn
B 81 completed
Other
cli / typescript · small
147
Files
24,298
LOC
2
Frameworks
6
Languages
Pipeline State
completedRun ID
#389567Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
CatalogedDecision
proceedNovelty
56.40Framework unique
—Isolation
—Last stage change
2026-05-10 03:35:02Deduplication group #49364
Member of a group with 16 similar repo(s) — canonical #81878 view group →
Top concepts (2)
Project DescriptionWeb Frontend
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AI Prompt
Create a command-line tool called Sparn designed to optimize context for AI coding agents like Claude Code. The tool should allow users to compress verbose tool outputs from commands like `git log` or `npm test` using a relay function. I also need functionality to analyze the codebase structure to generate a dependency graph, search files using FTS5, and automatically generate a `CLAUDE.md` file summarizing the project. Finally, include options to run a background daemon for continuous optimization.
typescript cli ai-coding-agent context-optimization command-line-tool
Generated by gemma4:latest
Catalog Information
Context optimization for AI coding agents. Reduces token usage by 60-90% so your Claude Code sessions last longer and cost less.
Description
Context optimization for AI coding agents. Reduces token usage by 60-90% so your Claude Code sessions last longer and cost less.
Novelty
3/10Tags
typescript cli ai-coding-agent context-optimization command-line-tool
Technologies
react zod
Claude Models
claude-opus-4-6
Quality Score
B
81.2/100
Structure
88
Code Quality
70
Documentation
89
Testing
85
Practices
67
Security
100
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (65% test-to-source ratio)
- Code linting configured (biome)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Weaknesses
- 1346 duplicate lines detected \u2014 consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Security & Health
6.1h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Source: Repobility analyzer · https://repobility.com
MIT
License
4.1%
Duplication
Languages
Frameworks
React Vitest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| auto_description | Project Description | Context optimization for AI coding agents. Reduces token usage by 60-90% so your Claude Code sessions last longer and cost less. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Web Frontend | web-frontend | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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