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2025-11-29 18:28:57 +08:00

2.9 KiB

Context Management Skill

Multi-agent workflow orchestration with state persistence, handoff patterns, and resumable workflows.

Description

This skill enables sophisticated multi-agent workflows through context save/restore operations, supporting sequential handoffs, parallel execution, conditional routing, and long-running resumable workflows.

What's Included

Examples (examples/)

  • Sequential handoff - Linear 4-phase workflow (Design → Implement → Test → Deploy)
  • Parallel execution - Full-stack feature with frontend + backend + tests (2.25x speedup)
  • Conditional routing - Dynamic agent selection based on results
  • Resumable workflows - Checkpoint-based long-running tasks

Reference Guides (reference/)

  • Complete reference - Save/restore operations, workflow patterns, performance optimization
  • Troubleshooting guide - 6 issue categories with solutions (save failures, restore failures, performance, corruption)
  • Best practices - Context design, handoff patterns, error handling, security

Templates (templates/)

  • JSON Schema - Context structure validation with required/optional fields
  • Context templates - Ready-to-use structures for different workflow types

Checklists (checklists/)

  • 100-point verification - Comprehensive validation across 10 categories with weighted scoring

Workflow Patterns

  1. Sequential Handoff - Agent A → Context Save → Agent B → Context Save → Agent C
  2. Parallel Execution - Parent spawns 3 agents → Merge results → Integration
  3. Conditional Routing - Analyze → Route based on conditions → Targeted agent
  4. Resumable Long-Running - Checkpoints enable resume after interruption

Performance Metrics

  • Context Size: Target <100KB for 80% of workflows
  • Serialization: <200ms (P99)
  • Restore: <500ms (P99)
  • Speedup: 2-3x faster with parallel execution

Use This Skill When

  • Building multi-agent workflows
  • Need state persistence across sessions
  • Coordinating multiple agents on complex tasks
  • Implementing resumable long-running processes
  • Optimizing workflow execution time
  • context-manager - Automated context save/restore with validation
  • tdd-orchestrator - Multi-agent TDD workflows
  • incident-responder - Multi-phase incident response

Quick Start

# View workflow examples
cat examples/feature-development-handoff.md
cat examples/parallel-workflow-example.md

# Check reference guides
cat reference/INDEX.md
cat reference/workflow-best-practices.md

# Use context schema
cat templates/context-schema-template.json

# Validate context
cat checklists/context-verification-checklist.md

Security

  • Never save secrets in context (use secret references)
  • Implement access control for context files
  • Sanitize before saving (remove API keys, passwords)
  • Use relative file paths (not absolute)

Skill Version: 1.0 Last Updated: 2025-01-15