Orchestrate software development tasks through a Plan→Execute→Validate→Deliver pipeline.
npx skills add https://github.com/YuluoY/nimis --skill orchestrator-yuluoy
Please help me install this Agent Skill. Skill: orchestrator Source: https://github.com/YuluoY/nimis/tree/main/skills-en/orchestrator Command: npx skills add https://github.com/YuluoY/nimis --skill orchestrator-yuluoy
The orchestrator coordinates end-to-end software development work by turning a user request into a disciplined Plan → Execute → Validate → Deliver pipeline, preventing ad-hoc coding and ensuring traceable, recoverable progress across slices and quality gates.
Ask the orchestrator to "Plan and execute end-to-end implementation of <requirement>, run context sensing, slice the scope, and deliver each slice with Plan→Execute→Validate→Deliver quality gates".
High-intent search queries and answers about installing and using this skill.
End-to-end development workflows are orchestrated by routing requests through a controlled Plan, Execute, Validate, and Deliver pipeline, enforcing phase guards and docs-output synchronization to ensure traceable progress. This prevents ad-hoc coding across slices.
Scope slicing is a technique that uses difficulty scoring and route selection to break work into ordered, independently deliverable slices. You need it during feature additions or refactorings to enable resumable sessions and recoverable progress.
TDD-driven execution applies to feature implementation pipelines by selecting the plus variant, which supports SubAgent isolation for task execution. This ensures tests are written and validated before delivery through automatic reconcile and audit.
Yes, subagent workflows can be used for bug fixes in an existing project context by applying adaptive input classification and context sensing. The orchestrator detects the project type and gathers targeted facts to execute isolated bug resolution slices.
The best way to manage project-context writeback during refactoring is through mandatory phase guards that mechanically persist context updates. This creates mechanical evidence and enables session resumption across independently delivered slices.
Ad-hoc coding fails because it lacks enforced quality gates and docs-output synchronization, preventing traceable progress. Coordinated pipelines solve this by enforcing phase guards and project-context writeback for each delivered slice.
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