II.
SkillArea overview
Reference · liveskill-area:ai-agent-development
AI Agent Development overview
Building autonomous and semi-autonomous AI agents with tool use, memory, and multi-step reasoning. Covers agent frameworks, prompt engineering for agentic tasks, and evaluation of agent reliability and safety.
Attributes
displayName
AI Agent Development
description
Building autonomous and semi-autonomous AI agents with tool use, memory,
and multi-step reasoning. Covers agent frameworks, prompt engineering for
agentic tasks, and evaluation of agent reliability and safety.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- domain:software-engineering·DomainSoftware Engineering
prerequisite_for_learning23
- skill-area:multi-agent-coordination·SkillAreaMulti-Agent Coordination
- skill-area:prompt-engineering·SkillAreaPrompt Engineering
- skill-area:agentic-loops·SkillAreaAgentic Loops
- skill-area:tool-use·SkillAreaLLM Tool Use
- skill-area:context-management·SkillAreaLLM Context Management
- skill-area:eval-driven-development·SkillAreaEval-Driven LLM Development
- skill-area:agent-planning-reasoning·SkillAreaAgent Planning and Reasoning
- skill-area:agent-simulation-testing·SkillAreaAgent Simulation and Testing
- skill-area:agent-debugging-logging·SkillAreaAgent Debugging and Logging
- skill-area:tool-service-integration-agents·SkillAreaTool and Service Integration for Agents
- skill-area:chain-of-thought-multistep-orchestration·SkillAreaChain-of-Thought and Multi-step Orchestration
- skill-area:reinforcement-learning-agents·SkillAreaReinforcement Learning-based Agents
- skill-area:prompt-instruction-tuning-agents·SkillAreaPrompt and Instruction Tuning for Agents
- skill-area:safety-redteaming·SkillAreaSafety Red-Teaming
- skill-area:multi-turn-tool-use·SkillAreaMulti-Turn Tool Use
- skill-area:orchestration-loop·SkillAreaOrchestration Loop Engineering
- skill-area:hallucination-mitigation-fact-checking·SkillAreaHallucination Mitigation and Fact Checking
- skill-area:rlhf-systems·SkillAreaRLHF
- skill-area:ai-evaluation·SkillAreaAI Evaluation
- skill-area:llm-observability·SkillAreaLLM Observability
- skill-area:llm-summarization-qa·SkillAreaLLM-based Summarization and QA
- skill-area:medical-agent·SkillAreaMedical Agent
- skill-area:travel-itinerary-planning·SkillAreaTravel Itinerary Planning
Incoming edges
integrates_with11
- agent:cyclop-one·AgentProductCyclop One
- agent:cli-anything·AgentProductCLI Anything
- agent:nanny·AgentProductNanny
- agent:nanoclaw·AgentProductNanoClaw
- agent:devin·AgentProductDevin
- agent:bolt·AgentProductBolt
- agent:openai-agents-sdk·AgentProductOpenAI Agents SDK
- agent:openclaw·AgentProductOpenClaw
- agent:sweep-ai·AgentProductSweep AI
- agent:paperclip·AgentProductPaperclip
- agent:pikiclaw·AgentProductPikiClaw
lib_requires_skill_area36
- lib-agent:meta--agent-designer·LibraryAgentagent-designer
- lib-agent:meta--quality-assessor·LibraryAgentquality-assessor
- lib-agent:meta--skill-designer·LibraryAgentskill-designer
- lib-agent:meta--specialization-curator·LibraryAgentspecialization-curator
- lib-process:meta--antigravity·LibraryProcessassimilation/harness/antigravity
- lib-process:meta--claude-agent-sdk-custom-agent·LibraryProcessassimilation/harness/claude-agent-sdk-custom-agent
- lib-process:meta--codex·LibraryProcessassimilation/harness/codex
- lib-process:meta--cursor·LibraryProcessassimilation/harness/cursor
- lib-process:meta--custom-agent-shared-assimilation·LibraryProcesscustom-agent-shared-assimilation
- lib-process:meta--gemini-cli·LibraryProcessassimilation/harness/gemini-cli
- lib-process:meta--generic·LibraryProcessassimilation/harness/generic
- lib-process:meta--github-copilot·LibraryProcessassimilation/harness/github-copilot
- lib-process:meta--langchain-langgraph-custom-agent·LibraryProcessassimilation/harness/langchain-langgraph-custom-agent
- lib-process:meta--oh-my-pi·LibraryProcessassimilation/harness/oh-my-pi
- lib-process:meta--openai-agents-sdk-custom-agent·LibraryProcessassimilation/harness/openai-agents-sdk-custom-agent
- lib-process:meta--openclaw·LibraryProcessassimilation/harness/openclaw
- lib-process:meta--opencode·LibraryProcessassimilation/harness/opencode
- lib-process:meta--pi·LibraryProcessassimilation/harness/pi
- lib-process:meta--shared-assimilation·LibraryProcessshared-assimilation
- lib-process:meta--vercel-ai-sdk-custom-agent·LibraryProcessassimilation/harness/vercel-ai-sdk-custom-agent
- lib-process:meta--methodology-assimilation·LibraryProcessassimilation/workflows/methodology-assimilation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-process:meta--plugin-creation·LibraryProcessclaude-code-plugin-creation
- lib-skill:meta--agent-generator·LibrarySkillagent-generator
- lib-skill:meta--process-analyzer·LibrarySkillprocess-analyzer
- lib-skill:meta--process-integrator·LibrarySkillprocess-integrator
- lib-skill:meta--process-validator·LibrarySkillprocess-validator
- lib-skill:meta--skill-generator·LibrarySkillskill-generator
- lib-skill:meta--specialization-researcher·LibrarySkillspecialization-researcher
- lib-skill:meta--specialization-validator·LibrarySkillspecialization-validator
orch_requires_skill_area3
- orch-primitive:agent-dispatch·OrchestrationPrimitiveAgent Dispatch
- orch-primitive:agent-selection·OrchestrationPrimitiveAgent Selection
- orch-primitive:context-injection·OrchestrationPrimitiveContext Injection
prerequisite_for_learning1
- skill-area:retrieval-augmented-generation·SkillAreaRetrieval-Augmented Generation
requires_skill_area2
- stack-profile:coding-agent-platform·StackProfile
- stack-profile:autonomous-agent-fleet·StackProfile
tool_used_by24
- tool:aider·ToolAider
- tool:continue-dev·ToolContinue
- tool:cline·ToolCline
- tool:sweep·ToolSweep
- tool:bolt-new·ToolBolt.new
- tool:lovable·ToolLovable
- tool:v0-dev·Toolv0
- tool:litellm·ToolLiteLLM
- tool:openrouter·ToolOpenRouter
- tool:portkey-ai·ToolPortkey AI
- tool:helicone·ToolHelicone
- tool:braintrust-proxy·ToolBraintrust Proxy
- tool:mem0·ToolMem0
- tool:zep·ToolZep
- tool:agentmemory·Toolagentmemory
- tool:memories-sh·Toolmemories.sh
- tool:utcp-code-mode·ToolUTCP Code Mode
- tool:tambo·ToolTambo
- tool:cloudflare-agent-memory·ToolCloudflare Agent Memory
- tool:memories-sh·Toolmemories.sh
- tool:memori-labs·ToolMemori Labs
- tool:vercel-ai-memory·ToolVercel AI SDK Memory
- tool:micro-skills·ToolMicro Skills
- tool:auto-research-claw·ToolAutoResearchClaw
used_by_skill_area12
- framework:langchain·FrameworkLangChain
- framework:langgraph·FrameworkLangGraph
- framework:crewai·FrameworkCrewAI
- framework:autogen·FrameworkAutoGen
- framework:pydantic-ai·FrameworkPydanticAI
- framework:semantic-kernel·FrameworkSemantic Kernel
- framework:mastra·FrameworkMastra
- framework:google-adk·FrameworkGoogle Agent Development Kit (ADK)
- framework:vercel-ai-sdk·FrameworkVercel AI SDK
- framework:open-webui·FrameworkOpen WebUI
- framework:chatbot-ui·FrameworkChatbot UI
- framework:librechat·FrameworkLibreChat
used_for2
- presentation:ai-elements·PresentationVercel AI Elements
- tool:n8n·Tooln8n