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Use before any creative work — features, components, functionality. Explores intent, requirements, and design before any code.
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Basado en la clasificación ocupacional SOC
Use when opening a PR and driving it to green CI — push the branch, write a high-level PR description, watch checks, fix failures, and keep looping until green; also use when an already-open PR gets new commits.
Use when the user starts, resumes, switches, saves, or recalls a named task or ongoing work across sessions (e.g. "remember this", "continue X", "what was I doing on Y", "track this task").
Git commit workflow. Load when finishing any code-change task (after verification) to commit and push, or when explicitly staging/committing.
Use when modifying or adding a transform, loss, model, method, package, task-model, config, docs page, or example in a Lightly AG repo (lightly-ssl or lightly-train) and you need repo-specific conventions.
Spawn a subagent to run a task. Use when you want to delegate work to a separate pi instance.
Use when configuring or replicating LT-DETR v2 (ltdetrv2-s/m/l/x) COCO benchmarks via the lightly-train wrapper — model alias map, global vs per-rank batch size, recipe invariants, ECDet config mapping, cluster pins, and common gotchas.
| name | brainstorming |
| description | Use before any creative work — features, components, functionality. Explores intent, requirements, and design before any code. |
HARD GATE: Never write code, scaffold, or implement until user approves a design.
plan-mode skill for implementation plan# <Topic> Design
## Context
[Current state, what needs to change]
## Design
[Architecture, components, data flow]
## Success Criteria
[How we know it works]