II.
SkillArea overview
Reference · liveskill-area:orchestration-loop
Orchestration Loop Engineering overview
Designing the outer loop of agentic systems — process definitions, task decomposition, journals, breakpoints, resume/replay, and eval-driven iteration. Sibling to agentic-loops with focus on operator-facing orchestration scaffolding.
Attributes
displayName
Orchestration Loop Engineering
description
Designing the outer loop of agentic systems — process definitions,
task decomposition, journals, breakpoints, resume/replay, and
eval-driven iteration. Sibling to agentic-loops with focus on
operator-facing orchestration scaffolding.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to4
- specialization:ai-agents-conversational·Specialization
- specialization:maestro·SpecializationMaestro
- specialization:metaswarm·SpecializationMetaSwarm
- specialization:bmad-method·SpecializationBMAD Method
Incoming edges
addresses12
- skill:babysitter-babysit·Skillbabysitter:babysit
- skill:babysitter-call·Skillbabysitter:call
- skill:babysitter-plan·Skillbabysitter:plan
- skill:babysitter-resume·Skillbabysitter:resume
- skill:babysitter-yolo·Skillbabysitter:yolo
- skill:babysitter-forever·Skillbabysitter:forever
- skill:babysitter-cleanup·Skillbabysitter:cleanup
- skill:babysitter-retrospect·Skillbabysitter:retrospect
- skill:babysitter-observe·Skillbabysitter:observe
- skill:babysitter-assimilate·Skillbabysitter:assimilate
- skill:babysitter-contrib·Skillbabysitter:contrib
- skill:babysitter-accomplish-status·Skillbabysitter:accomplish-status
lib_requires_skill_area182
- lib-agent:meta--process-architect·LibraryAgentprocess-architect
- lib-process:shared--bottom-up·LibraryProcessbottom-up
- lib-process:shared--ccpm-task-decomposition·LibraryProcessccpm-task-decomposition
- lib-process:shared--devin·LibraryProcessdevin
- lib-process:shared--evolutionary·LibraryProcessevolutionary
- lib-process:shared--gastown-convoy·LibraryProcessgastown-convoy
- lib-process:shared--add-tests·LibraryProcessadd-tests
- lib-process:shared--audit-milestone·LibraryProcessaudit-milestone
- lib-process:shared--execute-phase·LibraryProcessexecute-phase
- lib-process:shared--ralph·LibraryProcessralph
- lib-process:shared--executing-plans·LibraryProcessexecuting-plans
- lib-process:shared--using-git-worktrees·LibraryProcessusing-git-worktrees
- lib-process:collaboration--pr-lifecycle-router·LibraryProcessspecializations/collaboration/github/pr-lifecycle-router
- lib-process:common-utilities--index·LibraryProcessspecializations/common-utilities
- lib-process:common-utilities--parallel-combinator·LibraryProcessspecializations/common-utilities/parallel-combinator
- 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--process-creation·LibraryProcessmeta/process-creation
- lib-process:meta--specialization-creation·LibraryProcessmeta/specialization-creation
- lib-process:meta--specialization-validator·LibraryProcessmeta/specialization-validator
- lib-skill:shared--agent-dispatch·LibrarySkillagent-dispatch
- lib-skill:shared--code-review-gate·LibrarySkillcode-review-gate
- lib-skill:shared--feature-intake·LibrarySkillfeature-intake
- lib-skill:shared--kanban-management·LibrarySkillkanban-management
- lib-skill:shared--streaming-progress·LibrarySkillstreaming-progress
- lib-skill:shared--test-automation·LibrarySkilltest-automation
- lib-skill:shared--worktree-isolation·LibrarySkillworktree-isolation
- lib-skill:shared--architecture-design·LibrarySkillarchitecture-design
- lib-skill:shared--code-review·LibrarySkillcode-review
- lib-skill:shared--prd-creation·LibrarySkillprd-creation
- lib-skill:shared--product-brief-creation·LibrarySkillproduct-brief-creation
- lib-skill:shared--project-documentation·LibrarySkillproject-documentation
- lib-skill:shared--qa-testing·LibrarySkillqa-testing
- lib-skill:shared--quick-flow·LibrarySkillquick-flow
- lib-skill:shared--sprint-planning·LibrarySkillsprint-planning
- lib-skill:shared--story-development·LibrarySkillstory-development
- lib-skill:shared--ux-design·LibrarySkillux-design
- lib-skill:shared--architecture-patterns·LibrarySkillarchitecture-patterns
- lib-skill:shared--code-generation·LibrarySkillcode-generation
- lib-skill:shared--code-review-patterns·LibrarySkillcode-review-patterns
- lib-skill:shared--debugging-patterns·LibrarySkilldebugging-patterns
- lib-skill:shared--planning-patterns·LibrarySkillplanning-patterns
- lib-skill:shared--session-memory·LibrarySkillsession-memory
- lib-skill:shared--test-driven-development·LibrarySkilltest-driven-development
- lib-skill:shared--verification-before-completion·LibrarySkillverification-before-completion
- lib-skill:shared--audit-trail·LibrarySkillaudit-trail
- lib-skill:shared--context-management·LibrarySkillcontext-management
- lib-skill:shared--epic-generation·LibrarySkillepic-generation
- lib-skill:shared--github-sync·LibrarySkillgithub-sync
- lib-skill:shared--parallel-orchestration·LibrarySkillparallel-orchestration
- lib-skill:shared--prd-creation·LibrarySkillprd-creation
- lib-skill:shared--progress-tracking·LibrarySkillprogress-tracking
- lib-skill:shared--task-decomposition·LibrarySkilltask-decomposition
- lib-skill:shared--checkpoint-management·LibrarySkillcheckpoint-management
- lib-skill:shared--code-review-orchestration·LibrarySkillcode-review-orchestration
- lib-skill:shared--codebase-mapping·LibrarySkillcodebase-mapping
- lib-skill:shared--file-guard·LibrarySkillfile-guard
- lib-skill:shared--hook-management·LibrarySkillhook-management
- lib-skill:shared--research-orchestration·LibrarySkillresearch-orchestration
- lib-skill:shared--spec-creation·LibrarySkillspec-creation
- lib-skill:shared--spec-execution·LibrarySkillspec-execution
- lib-skill:shared--braindump-capture·LibrarySkillcog-braindump-capture
- lib-skill:shared--daily-intelligence·LibrarySkillcog-daily-intelligence
- lib-skill:shared--knowledge-consolidation·LibrarySkillcog-knowledge-consolidation
- lib-skill:shared--meeting-processing·LibrarySkillcog-meeting-processing
- lib-skill:shared--onboarding·LibrarySkillcog-onboarding
- lib-skill:shared--team-intelligence·LibrarySkillcog-team-intelligence
- lib-skill:shared--url-extraction·LibrarySkillcog-url-extraction
- lib-skill:shared--weekly-reflection·LibrarySkillcog-weekly-reflection
- lib-skill:shared--code-review-pipeline·LibrarySkillcode-review-pipeline
- lib-skill:shared--context-engineering·LibrarySkillcontext-engineering
- lib-skill:shared--continuous-learning·LibrarySkillcontinuous-learning
- lib-skill:shared--eval-harness·LibrarySkilleval-harness
- lib-skill:shared--multi-service-orchestration·LibrarySkillmulti-service-orchestration
- lib-skill:shared--research-first-dev·LibrarySkillresearch-first-dev
- lib-skill:shared--security-scanning·LibrarySkillsecurity-scanning
- lib-skill:shared--tdd-enforcement·LibrarySkilltdd-enforcement
- lib-skill:shared--agent-coordination·LibrarySkillagent-coordination
- lib-skill:shared--convoy-management·LibrarySkillconvoy-management
- lib-skill:shared--formula-authoring·LibrarySkillformula-authoring
- lib-skill:shared--issue-tracking·LibrarySkillissue-tracking
- lib-skill:shared--merge-queue·LibrarySkillmerge-queue
- lib-skill:shared--patrol-monitoring·LibrarySkillpatrol-monitoring
- lib-skill:shared--session-management·LibrarySkillsession-management
- lib-skill:shared--work-decomposition·LibrarySkillwork-decomposition
- lib-skill:shared--context-engineering·LibrarySkillcontext-engineering
- lib-skill:shared--frontmatter-parsing·LibrarySkillfrontmatter-parsing
- lib-skill:shared--git-integration·LibrarySkillgit-integration
- lib-skill:shared--gsd-tools·LibrarySkillgsd-tools
- lib-skill:shared--model-profile-resolution·LibrarySkillmodel-profile-resolution
- lib-skill:shared--roadmap-management·LibrarySkillroadmap-management
- lib-skill:shared--state-management·LibrarySkillstate-management
- lib-skill:shared--template-scaffolding·LibrarySkilltemplate-scaffolding
- lib-skill:shared--verification-suite·LibrarySkillverification-suite
- lib-skill:shared--code-review-gate·LibrarySkillcode-review-gate
- lib-skill:shared--hotfix-triage·LibrarySkillhotfix-triage
- lib-skill:shared--knowledge-graph-management·LibrarySkillknowledge-graph-management
- lib-skill:shared--maintenance-orchestration·LibrarySkillmaintenance-orchestration
- lib-skill:shared--requirements-interview·LibrarySkillrequirements-interview
- lib-skill:shared--specification-generation·LibrarySkillspecification-generation
- lib-skill:shared--story-decomposition·LibrarySkillstory-decomposition
- lib-skill:shared--test-enforcement·LibrarySkilltest-enforcement
- lib-skill:shared--adversarial-review·LibrarySkilladversarial-review
- lib-skill:shared--design-review-gate·LibrarySkilldesign-review-gate
- lib-skill:shared--external-tool-coordination·LibrarySkillexternal-tool-coordination
- lib-skill:shared--knowledge-curation·LibrarySkillknowledge-curation
- lib-skill:shared--orchestrated-execution·LibrarySkillorchestrated-execution
- lib-skill:shared--plan-review-gate·LibrarySkillplan-review-gate
- lib-skill:shared--pr-shepherding·LibrarySkillpr-shepherding
- lib-skill:shared--work-unit-decomposition·LibrarySkillwork-unit-decomposition
- lib-skill:shared--behavior-contract·LibrarySkillbehavior-contract
- lib-skill:shared--codebase-sync·LibrarySkillcodebase-sync
- lib-skill:shared--context-preservation·LibrarySkillcontext-preservation
- lib-skill:shared--persistent-memory·LibrarySkillpersistent-memory
- lib-skill:shared--quality-hooks·LibrarySkillquality-hooks
- lib-skill:shared--spec-driven-development·LibrarySkillspec-driven-development
- lib-skill:shared--strict-tdd·LibrarySkillstrict-tdd
- lib-skill:shared--worktree-isolation·LibrarySkillworktree-isolation
- lib-skill:shared--completion-verification·LibrarySkillcompletion-verification
- lib-skill:shared--error-logging·LibrarySkillerror-logging
- lib-skill:shared--findings-capture·LibrarySkillfindings-capture
- lib-skill:shared--plan-creation·LibrarySkillplan-creation
- lib-skill:shared--progress-tracking·LibrarySkillprogress-tracking
- lib-skill:shared--session-recovery·LibrarySkillsession-recovery
- lib-skill:shared--brainstorming·LibrarySkillbrainstorming
- lib-skill:shared--code-review·LibrarySkillcode-review
- lib-skill:shared--codebase-research·LibrarySkillcodebase-research
- lib-skill:shared--decision-documentation·LibrarySkilldecision-documentation
- lib-skill:shared--finishing-work·LibrarySkillfinishing-work
- lib-skill:shared--plan-implementation·LibrarySkillplan-implementation
- lib-skill:shared--plan-writing·LibrarySkillplan-writing
- lib-skill:shared--security-review·LibrarySkillsecurity-review
- lib-skill:shared--systematic-debugging·LibrarySkillsystematic-debugging
- lib-skill:shared--test-driven-development·LibrarySkilltest-driven-development
- lib-skill:shared--verification·LibrarySkillverification
- lib-skill:shared--agent-booster·LibrarySkillagent-booster
- lib-skill:shared--anti-drift·LibrarySkillanti-drift
- lib-skill:shared--consensus-mechanisms·LibrarySkillconsensus-mechanisms
- lib-skill:shared--security-hardening·LibrarySkillsecurity-hardening
- lib-skill:shared--self-optimization·LibrarySkillself-optimization
- lib-skill:shared--smart-routing·LibrarySkillsmart-routing
- lib-skill:shared--swarm-orchestration·LibrarySkillswarm-orchestration
- lib-skill:shared--vector-memory·LibrarySkillvector-memory
- lib-skill:shared--constitution-creation·LibrarySkillconstitution-creation
- lib-skill:shared--cross-artifact-analysis·LibrarySkillcross-artifact-analysis
- lib-skill:shared--implementation-execution·LibrarySkillimplementation-execution
- lib-skill:shared--planning-design·LibrarySkillplanning-design
- lib-skill:shared--quality-checklist·LibrarySkillquality-checklist
- lib-skill:shared--specification-writing·LibrarySkillspecification-writing
- lib-skill:shared--task-decomposition·LibrarySkilltask-decomposition
- lib-skill:shared--brainstorming·LibrarySkillbrainstorming
- lib-skill:shared--dispatching-parallel-agents·LibrarySkilldispatching-parallel-agents
- lib-skill:shared--executing-plans·LibrarySkillexecuting-plans
- lib-skill:shared--finishing-a-development-branch·LibrarySkillfinishing-a-development-branch
- lib-skill:shared--receiving-code-review·LibrarySkillreceiving-code-review
- lib-skill:shared--requesting-code-review·LibrarySkillrequesting-code-review
- lib-skill:shared--subagent-driven-development·LibrarySkillsubagent-driven-development
- lib-skill:shared--systematic-debugging·LibrarySkillsystematic-debugging
- lib-skill:shared--test-driven-development·LibrarySkilltest-driven-development
- lib-skill:shared--using-git-worktrees·LibrarySkillusing-git-worktrees
- lib-skill:shared--using-superpowers·LibrarySkillusing-superpowers
- lib-skill:shared--verification-before-completion·LibrarySkillverification-before-completion
- lib-skill:shared--writing-plans·LibrarySkillwriting-plans
- lib-skill:shared--writing-skills·LibrarySkillwriting-skills
- lib-skill:meta--process-analyzer·LibrarySkillprocess-analyzer
- lib-skill:meta--process-generator·LibrarySkillprocess-generator
- lib-skill:meta--process-integrator·LibrarySkillprocess-integrator
- lib-skill:meta--process-validator·LibrarySkillprocess-validator
prerequisite_for_learning1
- skill-area:ai-agent-development·SkillAreaAI Agent Development