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optimize-integration

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Improve an adapter's LLM usability.

Software Engineering#integration#optimization#llm#tool-descriptions#field-compaction#response-tuning
Authordaltoniam
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Improve an existing Switchboard integration adapter's LLM usability by enriching tool descriptions, refining field compaction, and tuning response behavior.

Core Features & Use Cases

  • Phase 1: Tool Description Enrichment — tier and enrich descriptions to guide the LLM's routing decisions.
  • Phase 2: Field Compaction Refinement — tailor output specs to reduce noise while preserving necessary routing information.
  • Phase 3: Response Tuning — calibrate response size and client behavior for raw HTTP adapters and similar.

Quick Start

Run Phase 1 enrichment on the target adapter, then Phase 2 compaction refinement, and finally Phase 3 response tuning.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: optimize-integration
Download link: https://github.com/daltoniam/switchboard/archive/main.zip#optimize-integration

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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