Analyze project technical context and generate a standardized context file.
npx skills add https://github.com/seiei-sogen/tumigi --skill dev-context-seiei-sogen
Please help me install this Agent Skill. Skill: dev-context Source: https://github.com/seiei-sogen/tumigi/tree/main/skills/dev-context Command: npx skills add https://github.com/seiei-sogen/tumigi --skill dev-context-seiei-sogen
Manually re-explaining project context (tech stack, coding conventions, test setup, architecture) to AI assistants for every development task wastes time and consumes unnecessary context tokens, especially for long-running AI-driven development workflows.
Ask the AI to run the dev-context skill to analyze your current project and generate the shared development context file for use in later workflow steps.
High-intent search queries and answers about installing and using this skill.
To generate project context for AI-assisted development, you can run an automated analysis skill that scans configuration files and source code to detect your tech stack, test frameworks, and coding conventions. This produces a compact, standardized context file for downstream tasks.
Automated tech stack detection works by scanning project configuration files and sample source code to identify architectural patterns, test frameworks, and coding conventions. It generates a standardized context file with confidence markers to eliminate repetitive context loading for AI workflows.
No manual setup of coding conventions is required before analyzing project technical context. The skill automatically detects conventions by scanning existing configuration files and source code, applying confidence markers to all reported information for accurate downstream development workflows.
The best way to share architectural patterns and test framework setup is generating a standardized context file once. This under-500-line file serves as a shared reference for all subsequent dev skills, eliminating repetitive context explanation and reducing token consumption.
This project context analysis applies to all software projects using the dev-* skill suite. It automatically detects the specific tech stack, test frameworks, directory structure, and coding conventions of your current project regardless of the technology used.
AI assistants ask about directory structure and coding conventions repeatedly because they lack persistent project context. Generating a standardized context file once eliminates this issue by serving as a shared reference for all subsequent development workflow steps.
royhenengelAnalyze codebase structure, dependencies, and conventions into a CODEBASE.md file.
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NolanPicEnforce global tech stack standards across code generation, review, and maintenance tasks.
