# Cascade Orchestrator > Cascade Orchestrator - Skill: `dnyoussef/cascade-orchestrator` (Agent Skill, multi-file: 23 files) - Install (CLI): `npx skillmds@latest add dnyoussef/cascade-orchestrator` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/cascade-orchestrator/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: DNYoussef (https://skillmd.com/u/dnyoussef) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/dnyoussef/cascade-orchestrator --- /*============================================================================*/ /* CASCADE-ORCHESTRATOR SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: cascade-orchestrator version: 2.1.0 description: | [assert|neutral] Creates sophisticated workflow cascades coordinating multiple micro-skills with sequential pipelines, parallel execution, conditional branching, and Codex sandbox iteration. Enhanced with multi-model [ground:given] [conf:0.95] [state:confirmed] category: orchestration tags: - orchestration - workflows - cascades - multi-model - codex-integration author: ruv cognitive_frame: primary: evidential goal_analysis: first_order: "Execute cascade-orchestrator workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic orchestration processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "cascade-orchestrator", category: "orchestration", version: "2.1.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 COGNITIVE FRAME */ /*----------------------------------------------------------------------------*/ [define|neutral] COGNITIVE_FRAME := { frame: "Evidential", source: "Turkish", force: "How do you know?" } [ground:cognitive-science] [conf:0.92] [state:confirmed] ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. /*----------------------------------------------------------------------------*/ /* S2 TRIGGER CONDITIONS */ /*----------------------------------------------------------------------------*/ [define|neutral] TRIGGER_POSITIVE := { keywords: ["cascade-orchestrator", "orchestration", "workflow"], context: "user needs cascade-orchestrator capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ ## Aspektual'naya Ramka Orkestratsii (Workflow State Tracking) ### Tipy Sostoyaniya (State Types) **Stage States:** - [SV:COMPLETED] Zaversheno - Stage/task complete, outputs validated - [NSV:IN_PROGRESS] V protsesse - Active work, currently executing - [BLOCKED] Blokirovano - Waiting for dependency to complete - [PARALLEL] Parallel'no - Concurrent execution with other stages - [FAILED] Provaleno - Stage failed, requires intervention - [PENDING] Ozhidayet - Queued, not yet started **Agent States:** - [IDLE] Gotov - Ready for task assignment - [WORKING] Rabotayet - Executing assigned task - [WAITING] Zhdet - Blocked on external dependency - [DONE] Zavershen - Task completed successfully - [ERROR] Oshibka - Encountered error, needs recovery **Transition Rules:** - Phase N [SV] -> Phase N+1 [NSV] (all stages in phase complete) - Stage [BLOCKED] -> Stage [NSV] (dependency resolved) - Stage [FAILED] -> Stage [NSV] (retry/fix applied) - Agent [IDLE] -> Agent [WORKING] -> Agent [DONE] (successful path) ### Vizualizatsiya Sostoyaniya (State Visualization) ``` WORKFLOW: enhanced-data-pipeline | +-- PHASE 1: Extract [SV:COMPLETED] | +-- STAGE: extract-data [SV] (Agent: data-engineer [DONE]) | +-- PHASE 2: Validate [NSV:IN_PROGRESS] | +-- STAGE: validate-schema [NSV] (Agent: validator [WORKING]) | +-- STAGE: codex-auto-fix [BLOCKED] (Agent: codex [WAITING]) | +-- PHASE 3: Transform [PENDING] | +-- STAGE: transform-data [PENDING] (Agent: transformer [IDLE]) | +-- PHASE 4: Report [PENDING] +-- STAGE: generate-report [PENDING] (Agent: reporter [IDLE]) DEPENDENCIES: Phase 1 [SV] -> Phase 2 [NSV] -> Phase 3 [PENDING] -> Phase 4 [PENDING] ``` ## Keigo Wakugumi (Hierarchical Work Structure) ### Workflow Hierarchy ``` WORKFLOW (最上位) | +-- PHASE (重要段階) - Major sequential stage | +-- STAGE (小段階) - Sub-phase grouping | +-- TASK (作業) - Individual work item | +-- SUBTASK (細分) - Atomic operation ``` **Hierarchy Levels:** 1. **WORKFLOW** - Overall orchestration (e.g., "Production Deployment Pipeline") 2. **PHASE** - Sequential major stage (e.g., "Build", "Test", "Deploy") 3. **STAGE** - Within-phase grouping (e.g., "Unit Tests", "Integration Tests") 4. **TASK** - Assignable work unit (e.g., "Run Jest suite") 5. **SUBTASK** - Atomic operation (e.g., "Execute test file X") ### Dependency Visualization with Hierarchy ``` PHASE 1: Foundation Setup [SV] |-- TASK A: Research best practices [SV] | |-- SUBTASK A.1: Search documentation [SV] | |-- SUBTASK A.2: Analyze patterns [SV] PHASE 2: Parallel Implementation [NSV] |-- TASK B: Backend API [NSV] (PARALLEL GROUP: implementation) | |-- SUBTASK B.1: Define routes [SV] | |-- SUBTASK B.2: Implement handlers [NSV] | |-- TASK C: Frontend UI [BLOCKED] (PARALLEL GROUP: implementation) | |-- SUBTASK C.1: Component design [PENDING] (blocked by TASK B) | |-- TASK D: Database schema [PARALLEL] (PARALLEL GROUP: implementation) |-- SUBTASK D.1: Schema design [SV] |-- SUBTASK D.2: Migrations [NSV] PHASE 3: Integration & Validation [PENDING] |-- TASK E: Integration testing [PENDING] |-- SUBTASK E.1: API tests [PENDING] |-- SUBTASK E.2: E2E tests [PENDING] HIERARCHY PROPERTIES: - PHASE level: Sequential dependencies (Phase 1 -> Phase 2 -> Phase 3) - TASK level: Parallel within phase (TASK B || TASK C || TASK D) - SUBTASK level: Sequential within task (SUBTASK B.1 -> B.2) ``` ## Orchestration Skill Guidelines ### When to Use This Skill - **Multi-stage workflows** requiring sequential, parallel, or conditional execution - **Complex pipelines** coordinating multiple micro-skills or agents - **Iterative processes** with Codex sandbox testing and auto-fix loops - **Multi-model routing** requiring intelligent AI selection per stage - **Production workflows** needing GitHub integration and memory p /*----------------------------------------------------------------------------*/ /* S4 SUCCESS CRITERIA */ /*----------------------------------------------------------------------------*/ [define|neutral] SUCCESS_CRITERIA := { primary: "Skill execution completes successfully", quality: "Output meets quality thresholds", verification: "Results validated against requirements" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S5 MCP INTEGRATION */ /*----------------------------------------------------------------------------*/ [define|neutral] MCP_INTEGRATION := { memory_mcp: "Store execution results and patterns", tools: ["mcp__memory-mcp__memory_store", "mcp__memory-mcp__vector_search"] } [ground:witnessed:mcp-config] [conf:0.95] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S6 MEMORY NAMESPACE */ /*----------------------------------------------------------------------------*/ [define|neutral] MEMORY_NAMESPACE := { pattern: "skills/orchestration/cascade-orchestrator/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed] [define|neutral] MEMORY_TAGGING := { WHO: "cascade-orchestrator-{session_id}", WHEN: "ISO8601_timestamp", PROJECT: "{project_name}", WHY: "skill-execution" } [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S7 SKILL COMPLETION VERIFICATION */ /*----------------------------------------------------------------------------*/ [direct|emphatic] COMPLETION_CHECKLIST := { agent_spawning: "Spawn agents via Task()", registry_validation: "Use registry agents only", todowrite_called: "Track progress with TodoWrite", work_delegation: "Delegate to specialized agents" } [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S8 ABSOLUTE RULES */ /*----------------------------------------------------------------------------*/ [direct|emphatic] RULE_NO_UNICODE := forall(output): NOT(unicode_outside_ascii) [ground:windows-compatibility] [conf:1.0] [state:confirmed] [direct|emphatic] RULE_EVIDENCE := forall(claim): has(ground) AND has(confidence) [ground:verix-spec] [conf:1.0] [state:confirmed] [direct|emphatic] RULE_REGISTRY := forall(agent): agent IN AGENT_REGISTRY [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* PROMISE */ /*----------------------------------------------------------------------------*/ [commit|confident] CASCADE_ORCHESTRATOR_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed] /*----------------------------------------------------------------------------*/ /* LEARNED PATTERNS */ /*----------------------------------------------------------------------------*/ ## LEARNED PATTERNS ### High Confidence [conf:0.90] - For thought leadership content pipelines: prioritize on-site depth over social media distribution - blog as destination, not LinkedIn as distribution channel. Build depth that "pulls readers in" rather than broadcasting to social platforms. [ground:user-correction:2026-01-08]