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Use when starting new feature work or investigating a problem before pre-thinking and planning
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Basierend auf der SOC-Berufsklassifikation
Use when entering a new project for the first time, or when the codebase has changed significantly — generates a yin-side codebase map with structural analysis and silent failure surface assessment
Use when the user describes a small, low-risk change — bug fix with known cause, config change, dependency update, or small refactor under 100 lines
Use when a plan with tasks exists and you need to execute implementation — requires index.yaml and tasks/ directory
Use when implement is complete and feature-level scar items need review — aggregates remaining scars across tasks, triages cross-task patterns, and fixes system-level rot before validate-and-ship
Use when research/kickoff is complete and you need to create an implementation plan with specs, tasks, and acceptance criteria
Use when research output is complete and planning would otherwise need to assume design, task-shape, structural boundaries, or evaluation details before implementation planning
| name | research |
| description | Use when starting new feature work or investigating a problem before pre-thinking and planning |
The starting point for any new work. Before building, interrogate the problem.
Use the read_file tool to read the current codebase context. Use the run_shell_command tool to run discovery commands. Use the grep_search tool to search for patterns.
After completing research outputs, activate the samsara-pre-thinking skill skill.
