II.
SkillArea overview
Reference · liveskill-area:agentic-loops
Agentic Loops overview
Designing tool-use loops for LLM agents — planner/executor split, reflection, retries, and termination criteria.
Attributes
displayName
Agentic Loops
description
Designing tool-use loops for LLM agents — planner/executor split,
reflection, retries, and termination criteria.
domains
expertiseLevels
- intermediate
- expert
Outgoing edges
applies_to1
- specialization:ai-agents-conversational·Specialization
Incoming edges
addresses4
- skill:babysitter-babysit·Skillbabysitter:babysit
- skill:babysitter-call·Skillbabysitter:call
- skill:babysitter-yolo·Skillbabysitter:yolo
- skill:babysitter-forever·Skillbabysitter:forever
covers4
- benchmark:assistant-bench·BenchmarkAssistantBench
- benchmark:arc-agi-3·BenchmarkARC-AGI 3
- benchmark:gaia·BenchmarkGAIA
- benchmark:tau-bench·Benchmarktau-bench
integrates_with1
- agent:openai-agents-sdk·AgentProductOpenAI Agents SDK
lib_requires_skill_area339
- lib-agent:shared--code-generator·LibraryAgentcode-generator
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--deployment-engineer·LibraryAgentdeployment-engineer
- lib-agent:shared--feature-planner·LibraryAgentfeature-planner
- lib-agent:shared--progress-streamer·LibraryAgentprogress-streamer
- lib-agent:shared--test-runner·LibraryAgenttest-runner
- lib-agent:shared--worktree-manager·LibraryAgentworktree-manager
- lib-agent:shared--analyst·LibraryAgentanalyst
- lib-agent:shared--architect·LibraryAgentarchitect
- lib-agent:shared--bmad-master·LibraryAgentbmad-master
- lib-agent:shared--developer·LibraryAgentdeveloper
- lib-agent:shared--product-manager·LibraryAgentproduct-manager
- lib-agent:shared--qa-engineer·LibraryAgentqa-engineer
- lib-agent:shared--scrum-master·LibraryAgentscrum-master
- lib-agent:shared--solo-dev·LibraryAgentsolo-dev
- lib-agent:shared--tech-writer·LibraryAgenttech-writer
- lib-agent:shared--ux-designer·LibraryAgentux-designer
- lib-agent:shared--bug-investigator·LibraryAgentbug-investigator
- lib-agent:shared--cc10x-router·LibraryAgentcc10x-router
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--component-builder·LibraryAgentcomponent-builder
- lib-agent:shared--github-researcher·LibraryAgentgithub-researcher
- lib-agent:shared--integration-verifier·LibraryAgentintegration-verifier
- lib-agent:shared--planner·LibraryAgentplanner
- lib-agent:shared--silent-failure-hunter·LibraryAgentsilent-failure-hunter
- lib-agent:shared--api-developer·LibraryAgentapi-developer
- lib-agent:shared--architect·LibraryAgentarchitect
- lib-agent:shared--database-engineer·LibraryAgentdatabase-engineer
- lib-agent:shared--documentation-writer·LibraryAgentdocumentation-writer
- lib-agent:shared--product-planner·LibraryAgentproduct-planner
- lib-agent:shared--project-tracker·LibraryAgentproject-tracker
- lib-agent:shared--task-analyst·LibraryAgenttask-analyst
- lib-agent:shared--test-engineer·LibraryAgenttest-engineer
- lib-agent:shared--ui-developer·LibraryAgentui-developer
- lib-agent:shared--architecture-reviewer·LibraryAgentarchitecture-reviewer
- lib-agent:shared--code-review-coordinator·LibraryAgentcode-review-coordinator
- lib-agent:shared--performance-analyst·LibraryAgentperformance-analyst
- lib-agent:shared--research-coordinator·LibraryAgentresearch-coordinator
- lib-agent:shared--security-analyst·LibraryAgentsecurity-analyst
- lib-agent:shared--spec-architect·LibraryAgentspec-architect
- lib-agent:shared--testing-specialist·LibraryAgenttesting-specialist
- lib-agent:shared--triage-specialist·LibraryAgenttriage-specialist
- lib-agent:shared--framework-builder·LibraryAgentframework-builder
- lib-agent:shared--intelligence-analyst·LibraryAgentintelligence-analyst
- lib-agent:shared--knowledge-curator·LibraryAgentknowledge-curator
- lib-agent:shared--meeting-analyst·LibraryAgentmeeting-analyst
- lib-agent:shared--reflection-coach·LibraryAgentreflection-coach
- lib-agent:shared--role-advisor·LibraryAgentrole-advisor
- lib-agent:shared--team-synthesizer·LibraryAgentteam-synthesizer
- lib-agent:shared--vault-architect·LibraryAgentvault-architect
- lib-agent:shared--architect·LibraryAgentarchitect
- lib-agent:shared--build-resolver·LibraryAgentbuild-resolver
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--e2e-runner·LibraryAgente2e-runner
- lib-agent:shared--planner·LibraryAgentplanner
- lib-agent:shared--refactor-cleaner·LibraryAgentrefactor-cleaner
- lib-agent:shared--security-reviewer·LibraryAgentsecurity-reviewer
- lib-agent:shared--tdd-guide·LibraryAgenttdd-guide
- lib-agent:shared--crew-lead·LibraryAgentcrew-lead
- lib-agent:shared--deacon·LibraryAgentdeacon
- lib-agent:shared--mayor·LibraryAgentmayor
- lib-agent:shared--polecat·LibraryAgentpolecat
- lib-agent:shared--refinery·LibraryAgentrefinery
- lib-agent:shared--witness·LibraryAgentwitness
- lib-agent:shared--gsd-codebase-mapper·LibraryAgentgsd-codebase-mapper
- lib-agent:shared--gsd-debugger·LibraryAgentgsd-debugger
- lib-agent:shared--gsd-executor·LibraryAgentgsd-executor
- lib-agent:shared--gsd-integration-checker·LibraryAgentgsd-integration-checker
- lib-agent:shared--gsd-phase-researcher·LibraryAgentgsd-phase-researcher
- lib-agent:shared--gsd-plan-checker·LibraryAgentgsd-plan-checker
- lib-agent:shared--gsd-planner·LibraryAgentgsd-planner
- lib-agent:shared--gsd-project-researcher·LibraryAgentgsd-project-researcher
- lib-agent:shared--gsd-research-synthesizer·LibraryAgentgsd-research-synthesizer
- lib-agent:shared--gsd-roadmapper·LibraryAgentgsd-roadmapper
- lib-agent:shared--gsd-verifier·LibraryAgentgsd-verifier
- lib-agent:shared--architect·LibraryAgentarchitect
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--coder·LibraryAgentcoder
- lib-agent:shared--hotfix-specialist·LibraryAgenthotfix-specialist
- lib-agent:shared--knowledge-curator·LibraryAgentknowledge-curator
- lib-agent:shared--maintenance-engineer·LibraryAgentmaintenance-engineer
- lib-agent:shared--product-manager·LibraryAgentproduct-manager
- lib-agent:shared--test-engineer·LibraryAgenttest-engineer
- lib-agent:shared--architect·LibraryAgentarchitect
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--coder·LibraryAgentcoder
- lib-agent:shared--cto·LibraryAgentcto
- lib-agent:shared--designer·LibraryAgentdesigner
- lib-agent:shared--issue-orchestrator·LibraryAgentissue-orchestrator
- lib-agent:shared--pr-shepherd·LibraryAgentpr-shepherd
- lib-agent:shared--product-manager·LibraryAgentproduct-manager
- lib-agent:shared--researcher·LibraryAgentresearcher
- lib-agent:shared--security-auditor·LibraryAgentsecurity-auditor
- lib-agent:shared--security-design·LibraryAgentsecurity-design
- lib-agent:shared--swarm-coordinator·LibraryAgentswarm-coordinator
- lib-agent:shared--context-monitor·LibraryAgentcontext-monitor
- lib-agent:shared--file-checker·LibraryAgentfile-checker
- lib-agent:shared--memory-curator·LibraryAgentmemory-curator
- lib-agent:shared--plan-reviewer·LibraryAgentplan-reviewer
- lib-agent:shared--spec-guard·LibraryAgentspec-guard
- lib-agent:shared--tdd-enforcer·LibraryAgenttdd-enforcer
- lib-agent:shared--unified-reviewer·LibraryAgentunified-reviewer
- lib-agent:shared--completion-verifier·LibraryAgentcompletion-verifier
- lib-agent:shared--error-analyst·LibraryAgenterror-analyst
- lib-agent:shared--execution-monitor·LibraryAgentexecution-monitor
- lib-agent:shared--findings-curator·LibraryAgentfindings-curator
- lib-agent:shared--plan-architect·LibraryAgentplan-architect
- lib-agent:shared--session-manager·LibraryAgentsession-manager
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--debugger·LibraryAgentdebugger
- lib-agent:shared--file-finder·LibraryAgentfile-finder
- lib-agent:shared--security-reviewer·LibraryAgentsecurity-reviewer
- lib-agent:shared--test-runner·LibraryAgenttest-runner
- lib-agent:shared--verifier·LibraryAgentverifier
- lib-agent:shared--web-researcher·LibraryAgentweb-researcher
- lib-agent:shared--adaptive-queen·LibraryAgentadaptive-queen
- lib-agent:shared--architect·LibraryAgentarchitect
- lib-agent:shared--coder·LibraryAgentcoder
- lib-agent:shared--optimizer·LibraryAgentoptimizer
- lib-agent:shared--reviewer·LibraryAgentreviewer
- lib-agent:shared--security-auditor·LibraryAgentsecurity-auditor
- lib-agent:shared--strategic-queen·LibraryAgentstrategic-queen
- lib-agent:shared--swarm-coordinator·LibraryAgentswarm-coordinator
- lib-agent:shared--tactical-queen·LibraryAgenttactical-queen
- lib-agent:shared--tester·LibraryAgenttester
- lib-agent:shared--consistency-analyzer·LibraryAgentconsistency-analyzer
- lib-agent:shared--constitution-architect·LibraryAgentconstitution-architect
- lib-agent:shared--implementation-engineer·LibraryAgentimplementation-engineer
- lib-agent:shared--quality-auditor·LibraryAgentquality-auditor
- lib-agent:shared--specification-writer·LibraryAgentspecification-writer
- lib-agent:shared--task-analyst·LibraryAgenttask-analyst
- lib-agent:shared--technical-planner·LibraryAgenttechnical-planner
- lib-agent:shared--code-quality-reviewer·LibraryAgentcode-quality-reviewer
- lib-agent:shared--code-reviewer·LibraryAgentcode-reviewer
- lib-agent:shared--implementer·LibraryAgentimplementer
- lib-agent:shared--spec-reviewer·LibraryAgentspec-reviewer
- lib-agent:ai-agents-conversational--langgraph-workflow-designer·LibraryAgentlanggraph-workflow-designer
- lib-agent:ai-agents-conversational--multi-agent-coordinator·LibraryAgentmulti-agent-coordinator
- lib-agent:ai-agents-conversational--react-agent-architect·LibraryAgentreact-agent-architect
- lib-agent:ai-agents-conversational--state-machine-designer·LibraryAgentstate-machine-designer
- lib-process:shared--automaker-agent-execution·LibraryProcessmethodologies/automaker/automaker-agent-execution
- lib-process:shared--automaker-orchestrator·LibraryProcessmethodologies/automaker/automaker-orchestrator
- lib-process:shared--base44·LibraryProcessmethodologies/base44
- lib-process:shared--bmad-document-project·LibraryProcessmethodologies/bmad-method/bmad-document-project
- lib-process:shared--bmad-party-mode·LibraryProcessmethodologies/bmad-method/bmad-party-mode
- lib-process:shared--bottom-up·LibraryProcessmethodologies/bottom-up
- lib-process:shared--build-realtime-remediation·LibraryProcessmethodologies/build-realtime-remediation
- lib-process:shared--ccpm-task-decomposition·LibraryProcessmethodologies/ccpm/ccpm-task-decomposition
- lib-process:shared--cog-knowledge-capture·LibraryProcessmethodologies/cog-second-brain/cog-knowledge-capture
- lib-process:shared--cog-orchestrator·LibraryProcessmethodologies/cog-second-brain/cog-orchestrator
- lib-process:shared--cog-reflection-synthesis·LibraryProcessmethodologies/cog-second-brain/cog-reflection-synthesis
- lib-process:shared--cog-vault-management·LibraryProcessmethodologies/cog-second-brain/cog-vault-management
- lib-process:shared--consensus-and-voting-mechanisms·LibraryProcessmethodologies/consensus-and-voting-mechanisms
- lib-process:shared--devin·LibraryProcessmethodologies/devin
- lib-process:shared--ecc-multi-service·LibraryProcessmethodologies/everything-claude-code/ecc-multi-service
- lib-process:shared--evolutionary·LibraryProcessmethodologies/evolutionary
- lib-process:shared--gastown-convoy·LibraryProcessmethodologies/gastown/gastown-convoy
- lib-process:shared--gastown-merge-queue·LibraryProcessmethodologies/gastown/gastown-merge-queue
- lib-process:shared--gastown-orchestrator·LibraryProcessmethodologies/gastown/gastown-orchestrator
- lib-process:shared--gastown-patrol·LibraryProcessmethodologies/gastown/gastown-patrol
- lib-process:shared--add-tests·LibraryProcessgsd/add-tests
- lib-process:shared--audit-milestone·LibraryProcessgsd/audit-milestone
- lib-process:shared--execute-phase·LibraryProcessgsd/execute-phase
- lib-process:shared--iterative-convergence·LibraryProcessgsd/iterative-convergence
- lib-process:shared--quick·LibraryProcessgsd/quick
- lib-process:shared--maestro-hotfix·LibraryProcessmethodologies/maestro/maestro-hotfix
- lib-process:shared--maestro-knowledge-graph·LibraryProcessmethodologies/maestro/maestro-knowledge-graph
- lib-process:shared--maestro-maintenance·LibraryProcessmethodologies/maestro/maestro-maintenance
- lib-process:shared--metaswarm-knowledge-cycle·LibraryProcessmethodologies/metaswarm/metaswarm-knowledge-cycle
- lib-process:shared--metaswarm-pr-shepherd·LibraryProcessmethodologies/metaswarm/metaswarm-pr-shepherd
- lib-process:shared--metaswarm-swarm-coordinator·LibraryProcessmethodologies/metaswarm/metaswarm-swarm-coordinator
- lib-process:shared--plan-and-execute·LibraryProcessmethodologies/plan-and-execute
- lib-process:shared--ralph·LibraryProcessmethodologies/ralph
- lib-process:shared--ruflo-swarm-coordination·LibraryProcessmethodologies/ruflo/ruflo-swarm-coordination
- lib-process:shared--ruflo-task-routing·LibraryProcessmethodologies/ruflo/ruflo-task-routing
- lib-process:shared--executing-plans·LibraryProcessmethodologies/superpowers/executing-plans
- lib-process:shared--requesting-code-review·LibraryProcessmethodologies/superpowers/requesting-code-review
- lib-process:shared--superpowers-workflow·LibraryProcessmethodologies/superpowers/superpowers-workflow
- lib-process:shared--using-git-worktrees·LibraryProcessmethodologies/superpowers/using-git-worktrees
- lib-process:shared--using-superpowers·LibraryProcessmethodologies/superpowers/using-superpowers
- lib-process:shared--top-down·LibraryProcessmethodologies/top-down
- lib-process:common-utilities--index·LibraryProcessspecializations/common-utilities
- lib-process:common-utilities--parallel-combinator·LibraryProcessspecializations/common-utilities/parallel-combinator
- 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:ai-agents-conversational--autogen-setup·LibrarySkillautogen-setup
- lib-skill:ai-agents-conversational--crewai-setup·LibrarySkillcrewai-setup
- lib-skill:ai-agents-conversational--langchain-react-agent·LibrarySkilllangchain-react-agent
- lib-skill:ai-agents-conversational--langgraph-checkpoint·LibrarySkilllanggraph-checkpoint
- lib-skill:ai-agents-conversational--langgraph-hitl·LibrarySkilllanggraph-hitl
- lib-skill:ai-agents-conversational--langgraph-routing·LibrarySkilllanggraph-routing
- lib-skill:ai-agents-conversational--langgraph-state-graph·LibrarySkilllanggraph-state-graph
- lib-skill:ai-agents-conversational--langgraph-subgraph·LibrarySkilllanggraph-subgraph
- lib-skill:ai-agents-conversational--llamaindex-agent·LibrarySkillllamaindex-agent
prerequisite_for_learning2
- skill-area:context-window-management·SkillAreaContext Window Management
- skill-area:ai-agent-development·SkillAreaAI Agent Development
requires_expertise5
- responsibility:ai-agent-adoption-strategy·Responsibility
- responsibility:ai-safety-guardrails·Responsibility
- role:ai-champion·RoleAI Champion
- role:planner·RolePlanner
- role:bug-triager·RoleBug Triager (Bot)
requires_skill_area17
- skill-area:agent-simulation-testing·SkillAreaAgent Simulation and Testing
- skill-area:agent-planning-reasoning·SkillAreaAgent Planning and Reasoning
- stack-profile:multi-agent-orchestration·StackProfile
- stack-profile:coding-agent-platform·StackProfile
- stack-profile:autonomous-agent-fleet·StackProfile
- stack-profile:ai-agent-stack·StackProfileAI Agent Stack (LLM, Vector DB, Orchestration, Memory)
- workflow:multi-agent-orchestration-review·WorkflowMulti-Agent Orchestration Review
- workflow:ai-agent-adoption-rollout·WorkflowAI Agent Adoption Rollout
- workflow:ai-safety-guardrail-maintenance·WorkflowAI Safety Guardrail Maintenance
- workflow:ai-knowledge-sharing·WorkflowAI Knowledge Sharing
- workflow:tech-radar-update·WorkflowTech Radar Update
- workflow:internal-hackathon·WorkflowInternal Hackathon
- workflow:prompt-regression-testing·WorkflowPrompt Regression Testing
- workflow:ai-agent-adoption-rollout·WorkflowAI Agent Adoption Rollout
- workflow:ai-safety-guardrail-maintenance·WorkflowAI Safety Guardrail Maintenance
- workflow:ai-knowledge-sharing·WorkflowAI Knowledge Sharing
- workflow:tech-radar-update·WorkflowTech Radar Update
tool_used_by1
- tool:e2b·ToolE2B
used_by_skill_area4
- framework:langgraph·FrameworkLangGraph
- framework:mastra·FrameworkMastra
- framework:google-adk·FrameworkGoogle Agent Development Kit (ADK)
- framework:vercel-ai-sdk·FrameworkVercel AI SDK
used_for1
- tool:n8n·Tooln8n