Agentic AI Atlasby a5c.ai
OverviewWikiGraphFor AgentsEdgesSearchWorkspace
/
GitHubDocsDiscord
iiRecord
Agentic AI Atlas · CloudAI-X/claude-workflow-v2
page:docs-reference-repos-cloudai-x-claude-workflow-v2-researcha5c.ai
Search record views/
Record · tabs

Available views

II.Record viewspp. 1 - 1
overviewarticlejsongraph
II.
Page JSON

page:docs-reference-repos-cloudai-x-claude-workflow-v2-research

Structured · live

CloudAI-X/claude-workflow-v2 json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · wiki/docs/reference-repos/cloudai-x/claude-workflow-v2/research.mdCluster · wiki
Record JSON
{
  "id": "page:docs-reference-repos-cloudai-x-claude-workflow-v2-research",
  "_kind": "Page",
  "_file": "wiki/docs/reference-repos/cloudai-x/claude-workflow-v2/research.md",
  "_cluster": "wiki",
  "attributes": {
    "nodeKind": "Page",
    "sourcePath": "docs/reference-repos/CloudAI-X/claude-workflow-v2/research.md",
    "sourceKind": "repo-docs",
    "title": "CloudAI-X/claude-workflow-v2",
    "displayName": "CloudAI-X/claude-workflow-v2",
    "slug": "docs/reference-repos/cloudai-x/claude-workflow-v2/research",
    "articlePath": "wiki/docs/reference-repos/CloudAI-X/claude-workflow-v2/research.md",
    "article": "\n# CloudAI-X/claude-workflow-v2\n\n- **Archetype**: claude-plugin\n- **Stars**: 1,324\n- **Last pushed**: 2026-02-14\n- **License**: MIT\n- **Discovered**: 2026-04-12\n- **Skills found**: 14\n\n## Summary\nUniversal Claude Code workflow plugin with agents, skills, hooks, and commands. Provides 14 skills covering the full software development lifecycle: analyzing projects, database design, API design, architecture, testing, DevOps, error handling, git management, performance optimization, parallel execution, security patterns, and web design. The parallel-execution skill documents patterns for spawning concurrent subagents using the Task tool with run_in_background. Topics: agent-skills, workflow, claude-code, codex, cursor.\n\n## Assessment\nMEDIUM VALUE. The parallel execution skill is directly relevant to babysitter's orchestration model -- it documents the pattern of spawning multiple subagents in a single assistant message for true parallelism, with guidelines for task independence verification. The architecture design skill provides a clean pattern selection guide (by project size and team size) with a checklist-based workflow. The breadth across 14 SDLC phases means this is essentially a lightweight development methodology encoded as skills. However, the skills are fairly generic -- they provide frameworks and checklists rather than deep domain expertise.\n\n## Extraction Priority\n- Medium\n- Rationale: The parallel execution patterns and architecture decision frameworks are transferable. The SDLC coverage provides a useful reference for what development phases people want agent skills for. But individual skills lack the depth of purpose-built alternatives.\n\n## Processes\n- **Parallel Subagent Orchestration**: Identify parallelizable tasks -> verify independence -> prepare per-subagent prompts with role + context + files + output format -> launch all in single message -> collect results. Directly maps to babysitter's ctx.parallel.all() pattern.\n- **Architecture Decision Workflow**: Understand requirements -> assess project size/team -> select pattern (from decision matrix) -> define directory structure -> document tradeoffs -> validate against framework. A planning-phase process with checklist tracking.\n- **Full SDLC Skill Suite**: 14 skills covering analyze -> design (API, DB, architecture) -> implement -> test -> optimize -> deploy -> manage (git, security, errors). A lightweight development methodology.\n\n## Plugin Ideas\n- **SDLC Workflow plugin**: Install.md-driven plugin that provides a complete development workflow as a skill suite. Each SDLC phase gets its own skill, with the plugin providing phase sequencing and handoff.\n\n## Patterns\n- **Single-message parallel dispatch**: All Task calls must be in a single assistant message for true parallelism. Critical implementation detail for subagent orchestration.\n- **Task independence verification**: Before parallelizing, verify: no output dependencies, different file targets, can run simultaneously. A pre-dispatch checklist.\n- **Architecture pattern selection matrix**: Two-dimensional selection guide (project size x team size) producing specific pattern recommendations. A reusable decision framework.\n- **SDLC phase decomposition**: Breaking the development lifecycle into 14 independent skill-sized units. Each phase is self-contained with its own trigger conditions and skip conditions.\n- **Trigger/skip conditions**: Each skill specifies both when to load AND when to skip. Prevents unnecessary skill activation.\n\n## Library Mapping\n\n| Extractable Process | Library Status | Action | Existing Path | Target Placement |\n|-------------------|----------------|--------|---------------|------------------|\n| Parallel Subagent Orchestration | UPGRADE | Enhanced single-message parallel dispatch with task independence verification | library/specializations/shared/orchestration-patterns.js | specializations/shared/parallel-subagent-orchestration.js |\n| Architecture Decision Workflow | UPGRADE | Pattern selection matrix with project/team size considerations | library/specializations/architecture/ | specializations/architecture/architecture-decision-workflow.js |\n| Task Independence Verification | NEW | Pre-dispatch checklist for parallel task validation | - | specializations/shared/task-independence-verification.js |\n| SDLC Phase Management | NEW | 14-phase software development lifecycle with trigger/skip conditions | - | methodologies/sdlc-phase-management/ |\n| Database Design Planning | UPGRADE | Database schema design with relationship modeling | library/specializations/data-science-ml/ | specializations/data-science-ml/database-design-planning.js |\n| API Design Workflow | UPGRADE | RESTful API design with endpoint planning and documentation | library/specializations/shared/ | specializations/shared/api-design-workflow.js |\n| Performance Optimization Strategy | UPGRADE | Performance bottleneck identification and optimization planning | library/specializations/shared/ | specializations/shared/performance-optimization-strategy.js |\n| Security Pattern Implementation | UPGRADE | Security best practices and threat mitigation patterns | library/specializations/security-compliance/ | specializations/security-compliance/security-pattern-implementation.js |\n| Git Workflow Management | UPGRADE | Git branching strategy and workflow optimization | library/specializations/shared/ | specializations/shared/git-workflow-management.js |\n| Error Handling Strategy Design | NEW | Comprehensive error handling and recovery pattern design | - | specializations/shared/error-handling-strategy-design.js |\n\n## Plugin Marketplace Mapping\n\n| Plugin Idea | Marketplace Status | Action | Existing Plugin | Target Placement |\n|-------------|-------------------|--------|-----------------|------------------|\n| Architecture Decision Matrix | NEW | Interactive architecture pattern selection tool with team/project size inputs | - | plugins/a5c/marketplace/blueprints/architecture-decision-matrix/ |\n",
    "documents": []
  },
  "outgoingEdges": [],
  "incomingEdges": [
    {
      "from": "page:docs-reference-repos",
      "to": "page:docs-reference-repos-cloudai-x-claude-workflow-v2-research",
      "kind": "contains_page"
    }
  ]
}

Shortcuts

Back to overview
Open graph tab