llm-integration
LLM integration patterns for function calling, streaming responses, local inference with Ollama, and fine-tuning customization. Use when implementing tool use, SSE streaming, local model deployment, LoRA/QLoRA fine-tuning, or multi-provider LLM APIs.
- License
- MIT
- Compatibility
- Claude Code 2.1.220+.
Pinned to revision 1ff988bd66da, so it is the text this page describes rather than whatever the author pushed since.
Pre-approved tools experimental
Experimental field. Support varies between clients, so this list is what the author declared, not what your client will enforce.
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Files
- skills/llm-integration/SKILL.md
- skills/llm-integration/checklists/fine-tuning-decision.md
- skills/llm-integration/checklists/streaming-checklist.md
- skills/llm-integration/checklists/tool-checklist.md
- skills/llm-integration/metadata.json
- skills/llm-integration/references/model-selection.md
- skills/llm-integration/references/ork-delta.md
- skills/llm-integration/rules/_sections.md
- skills/llm-integration/rules/_template.md
- skills/llm-integration/rules/calling-parallel.md
- skills/llm-integration/rules/calling-tool-definition.md
- skills/llm-integration/rules/calling-validation.md
- skills/llm-integration/rules/context-caching.md
- skills/llm-integration/rules/context-window-management.md
- skills/llm-integration/rules/evaluation-benchmarks.md
- skills/llm-integration/rules/evaluation-metrics.md
- skills/llm-integration/rules/local-gpu-optimization.md
- skills/llm-integration/rules/local-model-selection.md
- skills/llm-integration/rules/local-ollama-setup.md
- skills/llm-integration/rules/prompt-design.md
- skills/llm-integration/rules/prompt-optimization.md
- skills/llm-integration/rules/prompt-react-pattern.md
- skills/llm-integration/rules/prompt-testing.md
- skills/llm-integration/rules/streaming-backpressure.md
- skills/llm-integration/rules/streaming-sse.md
- skills/llm-integration/rules/streaming-structured.md
- skills/llm-integration/rules/tuning-dataset-prep.md
- skills/llm-integration/rules/tuning-evaluation.md
- skills/llm-integration/rules/tuning-lora.md
- skills/llm-integration/scripts/create-lora-config.md
- skills/llm-integration/scripts/dpo-training.py
- skills/llm-integration/scripts/function-def.py
- skills/llm-integration/scripts/lora-config.yaml
- skills/llm-integration/scripts/ollama-provider-template.py
- skills/llm-integration/test-cases.json
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