Skill
Community

Building Agentic Systems

Install
1
Install the plugin
$
npx claudepluginhub diegouis/provectus-marketplace --plugin proagent-agentic-engineering

Want just this skill?

Then install: npx claudepluginhub u/[userId]/[slug]

Description

Comprehensive skill for designing, building, orchestrating, and optimizing AI agent systems with Claude Code. Covers agent design patterns, multi-agent orchestration, skill/command/hook creation, MCP server development, prompt engineering, plugin architecture, agent evaluation, context engineering, autonomous coding loops, multi-backend orchestration, trust/autonomy frameworks, spec-driven development, thinking model commands, and the Workflow Factory for template-driven artifact creation with complexity assessment and inter-artifact contracts. This skill should be used when the user mentions: - Creating agents, skills, commands, hooks, or plugins for Claude Code - Multi-agent orchestration, parallel agents, subagent workflows - MCP server development or integration - Prompt engineering, context engineering, or prompt-driven development - Agent evaluation, testing agent systems, or agent quality assurance - Claude Code extensions, customization, or configuration - Agentic development workflows (ADW), trust ladder, progressive autonomy - Subagent-driven development (SDD), dispatching parallel agents - File-based planning with hooks, plan execution with agents - Autonomous coding loops (ralph, casdk-harness, Auto-Claude, gastown) - Multi-backend adapters (Claude, Kiro, Gemini, Codex) - Spec-driven development (AWOS spec/implement/verify, ProAgent SDLC pipeline) - Tool registry, plugin lifecycle, knowledge graph integration - Thinking models, first-principles reasoning, mental model commands - 3-file planning pattern, context handoff, session persistence - Workflow factory, create workflow, generate artifacts - Complexity assessment (simple, medium, complex) - Design decisions, mandatory design gates - Expert system trio (plan, build, improve), self-improving workflows - Inter-artifact contracts, producer-consumer data passing - Report types (summary, diff, handoff, progress, audit, path-only) - Error handling patterns (gate guard, step fallback, graceful degradation) - Naming conventions, artifact templates, coherence validation Do NOT use for: - General software development without an agentic component (use sdlc or backend/frontend skills) - DevOps infrastructure without agent involvement (use devops skills) - Pure testing without agent evaluation (use qa skills)

Tool Access

This skill is limited to using the following tools:

ReadWriteEditGrepGlobBashWebFetchWebSearch
Supporting Assets
View in Repository
references/artifacts.md
references/complexity.md
references/component-architecture.md
references/contracts.md
references/error-handling.md
references/external-frameworks.md
references/naming-conventions.md
references/orchestration-patterns.md
references/prompt-engineering.md
references/quality-checklists.md
references/report-types.md
references/workflow-patterns.md
templates/agent-body.md
templates/command-body.md
templates/creation-report.md
templates/design-decisions.md
templates/expert-build.md
templates/expert-improve.md
templates/expert-plan.md
templates/hook-body.py
Skill Content

Building Agentic Systems

Comprehensive skill for building, orchestrating, and optimizing AI agent systems using Claude Code.

Overview

This skill covers the full lifecycle of agentic engineering: from designing individual agents to orchestrating complex multi-agent workflows, building MCP servers, creating plugins, and evaluating agent systems.

When Invoked Without Clear Intent

MANDATORY: You MUST call the AskUserQuestion tool — do NOT render these options as text:

AskUserQuestion( header: "Agentic", question: "What agentic engineering task do you need help with?", options: [ { label: "Create Components", description: "Build agents, skills, commands, hooks, plugins, or MCP servers" }, { label: "Multi-Agent Orchestration", description: "Agent teams, autonomous loops, context engineering, spec-driven dev" }, { label: "Prompt Engineering", description: "Prompt design, trust ladder, agent evaluation, thinking models" }, { label: "Workflow Factory", description: "Template-driven artifact creation with complexity assessment" } ] )

If the user selects "Other", present: Quality Checklists, Error Handling Patterns, Inter-Artifact Contracts, Report Types.

Reference Routing

CONTEXT GUARD: Load reference files only when the user's request matches a specific topic below. Do NOT load all references upfront.

User IntentReference File
Creating agents, skills, commands, hooks, plugins, or MCP serversreferences/component-architecture.md
Multi-agent orchestration, autonomous coding loops, context engineering, agent teams, spec-driven devreferences/orchestration-patterns.md
Prompt engineering, context engineering, trust ladder, agent evaluation, thinking modelsreferences/prompt-engineering.md
Step-by-step workflows for creating agents, skills, commands, hooks, plugins, MCP serversreferences/workflow-patterns.md
Quality checklists, AWOS architecture, confirmation patterns, Composio SDK, decision matrixreferences/quality-checklists.md
Artifact frontmatter schemas, expert systems, agent teams, headless automationreferences/artifacts.md
Complexity assessment (Simple/Medium/Complex) for artifact depthreferences/complexity.md
Inter-artifact contracts, producer-consumer data passingreferences/contracts.md
Error handling patterns (Gate Guard, Step Fallback, Graceful Degradation, Pipeline Abort, Retry)references/error-handling.md
Report type selection (Summary, YAML, Diff, Progress, Handoff, Comparison, Audit, Path-Only)references/report-types.md
File naming, variable naming, placement rulesreferences/naming-conventions.md
Body templates for commands, skills, agents, hooks, expert systemstemplates/ directory

Visual Diagramming with Excalidraw

Use the Excalidraw MCP server to generate agent orchestration flows, MCP server architecture diagrams, plugin component maps, and fan-out/fan-in pattern visualizations. Describe what you need in natural language.

Stats
Stars2
Forks1
Last CommitMar 12, 2026

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