Agent skill
tuning/parameter-optimizer
Optimize Ollama PARAMETER values (temperature, num_ctx, top_k, top_p, repeat_penalty, stop sequences) per task. Use to translate tuning directives into runtime presets.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/productivity/tuningparameter-optimizer
SKILL.md
Parameter Optimizer
Capabilities
- set_cognitive_temperature: adjust creativity vs. determinism.
- define_context_window: set num_ctx based on doc size/task.
- configure_stop_sequences: define stop tokens to bound outputs.
- penalize_repetition: adjust repeat_penalty to avoid loops.
Dependencies
- embedding-repair (diag logging)
- reliability-budget (optional SLO tuning)
Outputs
- parameter preset dict for Ollama run/create.
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