Map task concerns and read relevant files before planning code placement.
npx skills add https://github.com/sylin-org/koi --skill explore-sylin-org
Please help me install this Agent Skill. Skill: explore Source: https://github.com/sylin-org/koi/tree/main/.codex/skills/explore Command: npx skills add https://github.com/sylin-org/koi --skill explore-sylin-org
This Skill ensures a thorough understanding of a task's scope and existing codebase before writing new production code, preventing architectural drift and ensuring efficient implementation.
Use the explore skill to analyze the task of adding a new CLI command for service announcements.
High-intent search queries and answers about installing and using this skill.
Pre-implementation exploration maps task concerns, reads relevant files, and checks existing patterns to ensure production code is only written after fully understanding the codebase, preventing architectural drift.
To plan code placement, you map the task's affected layers, read relevant files to identify existing constants and types, find the closest existing implementation pattern, and verify adherence to architectural guardrails.
Analyze existing code patterns by systematically reading relevant files, checking existing types and constants, and identifying the closest existing implementation to follow, which promotes consistency across the codebase.
Yes, a pre-implementation workflow verifies adherence to project conventions and architectural dependency rules by mapping task layers and analyzing relevant files before any production code is written.
A mandatory code analysis workflow is not needed for trivial changes that do not affect existing architectural layers, as its primary purpose is to map concerns and prevent architectural drift during substantial feature implementation.
The best way to decompose a task is to map its concerns by identifying affected crates, layers, and expected outcomes, ensuring a comprehensive understanding of the task scope before writing code.
VitaDynamicsAnswer codebase questions by orchestrating parallel exploration agents.
DFilipeSExecute implementation plans by writing code, running tests, and committing changes.
dd-xiaozhiExecute structural fitness functions to validate layer boundaries and OpenAPI contracts.
cwilliams5Evaluate proposed changes to identify new tests, test modifications, or static analysis checks.
