semantic-layer-change-…
Use when a change touches dbt semantic models, metrics, saved queries, or other semantic-layer YAML -- especially when an existing metric's expression,…
A skill ships with its plugin and fires as you prompt.
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Use when a change touches dbt semantic models, metrics, saved queries, or other semantic-layer YAML -- especially when an existing metric's expression,…
Create or refactor high-quality skills with lean frontmatter, progressive disclosure, and optional bundled helpers. Use when authoring reusable agent workflows.
Use when designing, running, debugging, or hardening deterministic eval suites for agent skills, prompts, tool workflows, or MCP-backed cases.
Use when reviewing SQL that affects reporting, metrics, transformations, financial logic, product logic, or stakeholder-facing outputs -- especially when a…
Use when deciding whether to compact agent context -- the window is filling up, you are about to switch from one phase to another (research, planning,…
Use when designing or using MCP-backed structured code search with search, AST query, symbol inventory, and bounded extraction workflows.
Use when a task is too large or too mixed for one agent -- it splits into research, planning, implementation, review, and verification stages, needs different…
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
Use at the start of a new task -- before writing or editing code -- when the request is vague, the scope boundaries are unclear, or the acceptance criteria for…
Use when implementing any feature or bugfix, before writing implementation code
Use when code needs restructuring and observable behavior must stay unchanged, with existing tests kept green at every step.
Use when an ML training run fails or misbehaves -- NaN losses, out-of-memory errors, shape mismatches, or a model that cannot fit even a single batch.
Use when a request needs parallel external perspectives — combined backend and UI work, code review from multiple angles, or cross-validation where different…
Use when starting work in a repository with Agent Powerups installed, when a task may match a reusable local skill, command, workflow, hook recipe, AGENTS.md…
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output…
Use when you have a spec or requirements for a multi-step task, before touching code.
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