메뉴
Use when the user wants to run inference-time scaling on a prompt — detect environment, execute scaling, and present results. For algorithm selection, budget tuning, reward models, and troubleshooting, consult the inference-scaling-guide skill.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | inference-scaling |
| description | Use when the user wants to run inference-time scaling on a prompt — detect environment, execute scaling, and present results. For algorithm selection, budget tuning, reward models, and troubleshooting, consult the inference-scaling-guide skill. |
| allowed-tools | ["Bash(${CLAUDE_PLUGIN_ROOT}/scripts/its_scale.sh:*)","Bash(${CLAUDE_PLUGIN_ROOT}/scripts/its_detect.sh:*)"] |
Execute scaling on a prompt. For algorithm guidance, budget tuning, and troubleshooting, consult the inference-scaling-guide skill.
"${CLAUDE_PLUGIN_ROOT}/scripts/its_detect.sh"
library=missing or config=missing: invoke the setup-guide skill.library=installed, config=found)Proceed to Step 2.
Run the scaling script with the user's prompt and any overrides:
"${CLAUDE_PLUGIN_ROOT}/scripts/its_scale.sh" --metadata $ARGUMENTS
If the user provides a file path (e.g., "scale all prompts in data/eval.jsonl"), invoke the batch-scaling skill instead.
If the scaling failed, consult the inference-scaling-guide skill for troubleshooting.
Use when the user wants to run inference-time scaling on multiple prompts from a file (JSONL, CSV, or TXT). Applies to batch processing, evaluation runs, or dataset-level scaling.
Guides users through inference-time scaling with its_hub, including algorithm selection (Self-Consistency, Best-of-N, Beam Search, Particle Filtering), budget tuning, reward model setup, tool-calling integration, interpreting results, and troubleshooting. Use when the user is working with its_hub, asking about scaling algorithms, debugging scaling issues, or tuning inference quality.
Use when the user wants to set up inference-time scaling for the first time, or when its_hub is not yet installed/configured in the current environment.