II.
SkillArea overview
Reference · liveskill-area:prompt-instruction-tuning-agents
Prompt and Instruction Tuning for Agents overview
Iterating agent behavior through prompt and instruction changes - role definitions, system constraints, format steering, and eval-backed tuning.
Attributes
displayName
Prompt and Instruction Tuning for Agents
description
Iterating agent behavior through prompt and instruction changes - role
definitions, system constraints, format steering, and eval-backed tuning.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to8
- specialization:ai-agents-conversational·Specialization
- specialization:claudekit·SpecializationClaudeKit
- specialization:everything-claude-code·SpecializationEverything Claude Code
- specialization:superpowers·SpecializationSuperpowers
- specialization:cog-second-brain·SpecializationCog / Second Brain
- specialization:pilot-shell·SpecializationPilot Shell
- specialization:planning-with-files·SpecializationPlanning with Files
- specialization:automaker·SpecializationAutomaker
requires_skill_area1
- skill-area:prompt-engineering·SkillAreaPrompt Engineering
Incoming edges
lib_requires_skill_area5
- lib-agent:ai-agents-conversational--few-shot-curator·LibraryAgentfew-shot-curator
- lib-agent:ai-agents-conversational--intent-taxonomy-expert·LibraryAgentintent-taxonomy-expert
- lib-skill:ai-agents-conversational--few-shot-example-gen·LibrarySkillfew-shot-example-gen
- lib-skill:ai-agents-conversational--llm-classifier·LibrarySkillllm-classifier
- lib-skill:ai-agents-conversational--prompt-template-design·LibrarySkillprompt-template-design
prerequisite_for_learning1
- skill-area:ai-agent-development·SkillAreaAI Agent Development