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skills/aktsmm/agent-skills/agentic-workflow-guide

agentic-workflow-guide

SKILL.md

Agentic Workflow Guide

Design, review, and improve agent workflows based on proven principles.

When to Use

Action Triggers
Create New .agent.md, workflow architecture, scaffolding
Review Orchestrator not delegating, design principle check, context overflow
Update Adding Handoffs, improving delegation, tool configuration
Debug Agent not found, subagent not working, picker visibility, access control

Core Principles

references/design-principles.md

Tier Principles
Essential SSOT, SRP, Simplicity First, Fail Fast, Feedback Loop
Quality Transparency, Gate/Checkpoint, DRY, Observability
Scale Human-in-the-Loop, Loose Coupling, Graceful Degradation

See design-principles.md > Simplicity First for Anthropic's key recommendation.

Workflow Patterns

references/workflow-patterns/overview.md

Pattern When to Use
Prompt Chaining Sequential tasks with validation
Routing Processing varies by input type
Parallelization Independent tasks run together
Orchestrator-Workers Dynamic task decomposition
Evaluator-Optimizer Repeat until quality criteria met

Stop Conditions (MANDATORY): Define success/failure criteria and exit conditions for every loop.

Design Workflow

  1. Requirements - Goal, subtasks, dependencies, quality criteria
  2. Pattern Selection - [!] Ask user to confirm pattern before proceeding
  3. Design Diagram - Visualize with Mermaid
  4. Principle Check - Validate against review checklist
  5. Implement & Iterate - Build small → verify → improve

When to Escalate

references/splitting-criteria.md

Level Configuration Escalation Triggers
L0 Single Prompt Retry 3+, unstable output
L1 Prompt + Instructions Steps > 5, "missed/overlooked" errors
L2 Single Agent Multiple responsibilities, context > 70%
L3 Multi-Agent Independent subtasks needed

Quick Check: Prompt > 50 lines? Steps > 5? SRP violation? Context > 70%? → Consider splitting.

Review Checklist

references/review-checklist.md

  • Single responsibility per agent? (SRP)
  • Errors detected immediately? (Fail Fast)
  • Small iterative steps? (Iterative)
  • Results verifiable at each step? (Feedback Loop)

Key References

Topic Reference
Prompt Template references/prompt-template.md
agent references/agent-guide.md
Agent Template references/agent-template.md
Context Management references/context-engineering.md
Handoffs references/handoffs-guide.md
Scaffold Tool references/scaffold-usage.md
Deep Agent references/deep-agent-patterns.md
Agent Evaluation references/agent-evaluation.md

agent Quick Fix

Problem: Orchestrator says "I'll delegate" but does work directly.

Solution: Use MUST/MANDATORY language. See agent-guide.md.

## MANDATORY: Sub-agent Delegation
You MUST use agent for each file. Do NOT read files directly.

Tools Reference

references/agent-template.md

Purpose VS Code Copilot Claude Code
Shell runInTerminal Bash
Read read/readFile Read
Edit edit/editFiles Write
Subagent agent Task
Web fetch web/fetch (MCP)

External References

Official Documentation

Design Principles

Instructions & Context

Community Resources

Prompt Engineering

Done Criteria

  • Workflow pattern selected and confirmed with user
  • .agent.md file created with clear Role/Workflow/Done Criteria
  • Design principles checklist passed
  • Agent registered in AGENTS.md (if applicable)
Weekly Installs
26
First Seen
Jan 24, 2026
Installed on
claude-code20
opencode20
gemini-cli18
antigravity17
cursor17
codex16