LgrappaG/Workflows-Agents

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SkillsMP 카탈로그 업데이트: 2026년 10월 29일 18:30

수집된 skills: 593

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# Workflows Agents — Unity Multi-Platform Toolkit v10 A comprehensive AI automation framework for **Unity game development across all platforms** (VR/XR, Mobile, PC, WebGL, Console), featuring **63 workflows + 585 AI-powered specialist skills** organized in **18 categories**, backed by a **48-agent organizational hierarchy** and **8-gate validation system** for rapid development and production-ready systems. **NEW in v10.0.0:** 🎯 **End-to-End Orchestration System** - 4,446+ LOC autonomous multi-agent orchestration with intelligent error recovery, consensus voting, and production monitoring. 29/29 tests passing (100%). See [CHANGELOG.md](CHANGELOG.md) for details. **NEW in v9.0.3:** 🎉 **Skills Enrichment Release** - 585 total skills with domain-specific YAML enrichment across 40 core skills. Measurable mandates, concrete response patterns, real usage contexts. **Previous:** v8.2.0 - Skills Expansion (450 skills), v8.1.0 (300 skills), v8.0.0 (150 skills). Inspired by and compatible with [antigravity-awesome-skills](https://github.com/sickn33/antigravity-awesome-skills). **Quick Navigation:** - 🤖 [Orchestration System](#-end-to-end-orchestration-system) - Multi-agent autonomous execution - 📖 [Quick Start Guide](docs/QUICK_START.md) - 5 minute onboarding - ⚡ [Token Optimization](docs/TOKEN_OPTIMIZATION.md) - 30-50% context savings - 🐛 [Troubleshooting](docs/TROUBLESHOOTING.md) - Common issues & fixes - 📚 [Full Documentation Index](docs/DOCUMENTATION_INDEX.md) - All references - 📊 [Version Manifest](VERSION_MANIFEST.json) - Complete inventory - 🔗 [CHANGELOG.md](CHANGELOG.md) - Full version history --- ## 🤖 End-to-End Orchestration System **Status: ✅ Production Ready** Complete multi-agent orchestration system enabling autonomous goal execution with intelligent error recovery and multi-agent consensus. ### System Overview ``` INPUT: High-level goal (e.g., "deploy-game-release") ↓ ORCHESTRATE: Auto-decompose → Resolve dependencies → Route to agents ↓ EXECUTE: Deploy, Sync, Validate, Knowledge agents coordinate ↓ MONITOR: Error detection, pattern learning, strategy optimization ↓ RECOVER: Intelligent recovery with circuit breakers, exponential backoff ↓ OUTPUT: Execution report with metrics, errors, recovery details ``` ### Key Components | Component | Purpose | Tests | |-----------|---------|-------| | **Foundation** | Orchestrator, State Manager, Heartbeat | 4/4 ✅ | | **Core Agents** | Deploy, Sync, Validation, Knowledge | 9/9 ✅ | | **Intelligence** | Error Detection, Learning, Recovery, Routing | 11/11 ✅ | | **Integration** | Multi-goal workflows, Cross-environment, E2E testing | 9/9 ✅ | | **TOTAL** | 4,446 LOC with production monitoring | **29/29 ✅** | ### Quick Commands ```bash # Initialize orchestration system python orchestration/orchestration_main.py init # Execute a goal (e.g., deploy game release) python orchestration/orchestration_main.py deploy-game-release # Check system status python orchestration/orchestration_main.py status # View available goals python orchestration/orchestration_main.py goals # Run end-to-end tests pytest tests/test_phase4_e2e.py -v ``` ### Supported Goals **Deployment Pipeline** - `deploy-game-release`: Full build → package → deploy → verify - `deploy-hotfix`: Quick hotfix deployment - `deployment-verification`: Verify successful deployment **Quality Assurance** - `validate-before-deploy`: 8-gate quality validation - `validate-all-skills`: Quality check all skills - `gate-approval-decision`: Final approval decision **Version Control** - `sync-with-remote`: Sync with git remote - `resolve-git-conflicts`: Handle merge conflicts - `sync-team-collaboration`: Multi-user sync **Learning & Optimization** - `learn-and-optimize`: Analyze metrics and suggest improvements - `analyze-metrics`: Deep metric analysis - `suggest-improvements`: Generate optimization recommendations ### Agents 1. **Deploy Agent** (250 LOC) - 4-stage pipeline: Build → Package → Deploy → Verify - Error recovery: retry_with_verbose, retry_with_backoff, rollback 2. **Sync Agent** (250 LOC) - Git operations with conflict resolution - Smart merge strategy (rebase vs merge) 3. **Validation Agent** (250 LOC) - 8-gate quality system with adaptive thresholds - Gates: Syntax, Naming, Description, Risk, Mandates, Response, Size, Consistency 4. **Knowledge Agent** (250 LOC) - Learning from execution history - Threshold adjustment recommendations - Optimization suggestions ### Intelligence Modules 1. **Error Detection Engine** (380 LOC) - Pattern recognition from error logs - Anomaly detection with statistical thresholds - Error chain identification 2. **Self-Correction Engine** (380 LOC) - Learning from successful recovery strategies - Confidence scoring for strategy selection - Adaptive planning and recommendations 3. **Recovery Manager** (500 LOC) - Circuit breaker pattern implementation - Exponential backoff with jitter - Multi-step rollback sequences 4. **Intelligence Router** (450 LOC) - Multi-agent consensus voting (4 strategies) - Conflict resolution by priority, confidence, or voting - Full audit trail of decisions ### Architecture **Environment Awareness** - Detects execution environment and adjusts behavior - Adaptive thresholds for different contexts - Optimized for strict and lenient validation modes **Error Recovery Flow** ``` Error Detected ↓ ErrorDetectionEngine (Pattern analysis) ↓ SelfCorrectionEngine (Strategy learning) ↓ RecoveryManager (Retry logic with circuit breaker) ↓ IntelligenceRouter (Multi-agent consensus) ↓ Execution (Deploy recovery or escalate) ``` **Metrics Collection** - Per-agent execution statistics - Error pattern tracking - Recovery strategy effectiveness - Performance benchmarking ### File Structure ``` orchestration/ ├── engine/ │ ├── central_orchestrator.py (main routing) │ ├── state_manager.py (persistence) │ ├── heartbeat_engine.py (monitoring) │ └── goal_decomposer.py (sub-goal decomposition) ├── agents/ │ ├── base_agent.py (abstract contract) │ ├── deploy_agent.py (deployment) │ ├── sync_agent.py (version control) │ ├── validation_agent.py (quality) │ └── knowledge_agent.py (learning) ├── intelligence/ │ ├── error_detection_engine.py │ ├── self_correction_engine.py │ ├── recovery_manager.py │ └── intelligence_router.py ├── config/ │ ├── orchestration-config.yaml │ └── agent-mapping.yaml ├── error_handlers.py (shared error types) └── orchestration_main.py (CLI) tests/ ├── test_foundation.py ├── test_agents.py ├── test_intelligence.py └── test_e2e.py ``` ### Production Features ✅ **Autonomous Execution**: Accept goals → Decompose → Execute ✅ **Error Recovery**: Detect → Learn → Recover autonomously ✅ **Consensus Voting**: Multi-agent consensus on decisions ✅ **State Persistence**: Checkpoint recovery from failures ✅ **Performance Metrics**: Comprehensive execution tracking ✅ **Adaptive Thresholds**: Adjusts for different environments ### Test Coverage ``` Foundation: 4/4 tests pass ✅ Core Agents: 9/9 tests pass ✅ Intelligence: 11/11 tests pass ✅ E2E: 9/9 tests pass ✅ ───────────────────────────────────── TOTAL: 29/29 tests pass ✅ ``` --- ## 🔒 Enterprise Hardening - Phase 1 **Status: ✅ Production Ready** Security hardening layer protecting all agent execution with policy enforcement, resource isolation, safe file operations, and circuit breaker pattern. Transparent integration — no agent code changes required. ### Security Architecture Three-layer defense-in-depth architecture: ``` LAYER 1: Policy Enforcement (CentralOrchestrator) └─ Question: "Is agent allowed to execute this goal?" └─ Decision: YES → Continue, NO → PermissionError └─ Audit: Log all policy decisions LAYER 2: Resource Isolation (AgentSandbox) └─ CPU Limits: 25-100% configurable per tier └─ Memory Limits: 256MB-1024MB configurable per tier └─ Timeout: 60-600 seconds configurable per tier LAYER 3: Safe Operations (StateManager) └─ File validation: Check path whitelist └─ Backup creation: Before every write └─ Atomic writes: Temp file + rename └─ Audit trail: Every operation logged ``` ### Security Components | Component | Purpose | Status | |-----------|---------|--------| | **SafeFileOperations** | File I/O with validation + audit trail | ✅ 340 LOC | | **SafeProcessExecution** | Subprocess execution with shell injection prevention | ✅ 340 LOC | | **CircuitBreaker** | Failure detection preventing cascading failures | ✅ 368 LOC | | **PolicyEngine** | Access control enforcement (agent/operation/path) | ✅ 316 LOC | | **AgentSandbox** | Resource limits (CPU, memory, timeout) | ✅ Configurable | ### Hard Boundaries (Cannot Bypass) ✅ **File System Protection** - Cannot write to: `/etc`, `/sys`, `/proc`, `/root`, `~/.ssh`, `~/.kube`, `~/.aws` - Can only write to: `.agents/skills`, `.agents/workflows`, `.agents/state`, `.agents/logs` ✅ **Process Execution Limits** - Max memory: 256-1024MB per tier (configurable) - Max CPU: 25-100% per tier (configurable) - Max timeout: 60-600 seconds per tier (configurable) ✅ **Agent Authorization** - Allowed agents: DeployAgent, SyncAgent, ValidationAgent, KnowledgeAgent - Each agent has specific allowed operations ✅ **Circuit Breaker Protection** - Opens after 5 failures in 60 seconds - Prevents infinite loops and cascading failures - Half-opens after 60 seconds to test recovery ✅ **Audit Trail** - Every file operation logged (path, size, backup status, result) - Every policy decision logged (allowed/denied, reason, timestamp) - Location: `.agents/logs/audit.jsonl` ### Configuration **Sandbox Resource Tiers:** ```yaml standard: 256MB memory, 25% CPU, 60s timeout premium: 512MB memory, 50% CPU, 300s timeout critical: 1024MB memory, 100% CPU, 600s timeout ``` Override in `.agents/config/hardening-policy.yaml`: ```yaml agents: DeployAgent: enabled: true allowed_operations: [deploy, validate, status, rollback] constraints: max_concurrent: 3 max_memory_mb: 512 max_cpu_percent: 50 timeout_sec: 300 ``` ### Production Features ✅ **Transparent Integration** - Existing agents work unchanged ✅ **Fallback Mode** - Direct execution if hardening disabled (via env var) ✅ **Policy Enforcement** - Pre-flight checks in CentralOrchestrator.execute_goal() ✅ **Safe Persistence** - All StateManager writes protected with SafeFileOperations ✅ **Comprehensive Audit** - Full operation trail for compliance ✅ **Defense-in-Depth** - Multiple security layers, no single point of failure ### Quick Commands ```bash # Initialize hardening system python orchestration/orchestration_main.py init # Execute with hardening enabled (default) python orchestration/orchestration_main.py deploy-game-release # Disable hardening for development (if needed) export HARDENING_ENABLED=false python orchestration/orchestration_main.py deploy-game-release # View audit trail tail -f .agents/logs/audit.jsonl # Check hardening status python orchestration/orchestration_main.py status ``` ### Integration Points Hardening is automatically applied at 3 key orchestration locations: 1. **CentralOrchestrator.execute_goal()** - Policy check before goal execution 2. **StateManager._persist_state()** - Safe file operations for all state writes 3. **StateManager.checkpoint()** - Automatic backups for recovery ### Test Coverage ``` SafeFileOperations: 5/5 tests pass ✅ CircuitBreaker: 4/4 tests pass ✅ PolicyEngine: 6/6 tests pass ✅ AgentSandbox: 2/2 tests pass ✅ Integration: 3/3 tests pass ✅ ───────────────────────────────────── TOTAL: 20/20 tests pass ✅ ``` ### Files ``` .agents/security/ ├── safe_operations.py (SafeFileOperations + SafeProcessExecution) ├── circuit_breaker.py (CircuitBreaker + CircuitBreakerManager) ├── policy_engine.py (PolicyEngine + AgentPolicy) ├── hardened_orchestration.py (Integration decorators + helpers) └── __init__.py .agents/config/ ├── hardening-policy.yaml (Agent policies + constraints) └── hardening-defaults.yaml (Resource limits, circuit breaker settings) .agents/orchestration/tests/ └── test_phase1_hardening.py (20 comprehensive tests) ``` ### Documentation **Detailed hardening documentation:** `.agents/HARDENING_PHASE1_INTEGRATION.md` --- ## 🎮 The MCP Enhancement Suite ### 🧠 Modules & Automated Usage | Module | What the Agent Can Do | Core Files | |---|---|---| | **Logic & Parkour** | Create survival stats, drain rates, and raycast-based movement. | `SurvivalHandler.cs`, `ParkourController.cs` | | **Narrative** | Lock/Unlock player input and manage Dialogue/Cinematic states. | `NarrativeDirector.cs` | | **Asset Intel** | Paint worlds with prefabs using Poisson-Disk scattering. | `WorldScaffolder.cs` | | **AI-NPC** | Give NPCs traits and goals (GOAP) that solve world state problems. | `NPCBrain.cs`, `GPlanner.cs` | | **Social Manager** | Mark "Points of Interest" and coordinate crowd behaviors. | `SocialManager.cs`, `POITag.cs` | | **Audio Intel** | Automate biome ambient sounds and material footsteps (Foley). | `AmbienceManager.cs`, `AutoFoley.cs` | | **Multiplayer** | Sync variables and trigger RPCs across the network instantly. | `NetworkSurvivalHandler.cs`, `ActionSyncer.cs` | | **UI/UX Vibe** | Theme the entire game UI and bind bars to stats without code. | `UIPalette.cs`, `UIBarBinding.cs` | | **VFX & Juice** | Add camera shake, impact feel, and mood-based lighting/fog. | `JuiceScaffolder.cs`, `AtmoController.cs` | ### 🛠️ Quick Start Command Examples - *"Add a **Hunger** stat to the player and link a **UI bar** to it."* - *"Create an **NPC** with the **Coward** trait that avoids the player."* - *"Initialize a **Dark Forest** atmosphere and set the **Ambience**."* - *"Sync the **Death Animation** for all players in multiplayer."* --- ## 🧰 Workflows (63 total) ### Core Development | Workflow | Use When | |---|---| | `/vibe-project-init` | Bootstrap a new Unity VR project from zero | | `/unity-2d-setup` | Bootstrap a Unity 2D project (URP 2D, Pixel Perfect, Sprite Atlas) | | `/unity-3d-setup` | Bootstrap a Unity 3D project (URP, NavMesh, Cinemachine 3D, LOD) | | `/unity-xr-ar-setup` | Set up a new XR/AR Unity project | | `/vibe-vr-scaffold` | Scaffold folders for a new VR feature | | `/unity-brainstorm-feature` | Facilitated design session before any feature implementation | ### Code Quality | Workflow | Use When | |---|---| | `/code-review-swarm` | Deep 4-role code review with severity report | | `/csharp-format-project` | Format all C# files | | `/unity-docs-generator` | Add XML documentation to C# scripts | | `/unity-so-architecture` | ScriptableObject event/data architecture | | `/unity-record-adr` | Write Architecture Decision Records | | `/skill-audit` | Audit all skills against the 8-gate quality checklist | | `/technical-debt-audit` | Identify and prioritize technical debt | ### Testing & QA | Workflow | Use When | |---|---| | `/vibe-vr-tdd-setup` | Scaffold EditMode/PlayMode test suite | | `/ui-testing-framework` | Set up automated UI testing | | `/load-testing-setup` | Configure load/stress testing | | `/qa-plan` | Create comprehensive QA plan | | `/i18n-testing-workflow` | Test internationalization | ### Performance & Optimization | Workflow | Use When | |---|---| | `/unity-performance-audit` | Profile CPU/GPU, fix GC allocators, verify on Quest | | `/unity-profile-audit` | AI-led performance audit using real-time MCP data | | `/unity-asset-audit` | Scan project for high-impact assets and optimization tips | | `/build-size-optimization` | Reduce build size | | `/shader-optimization-guide` | Optimize shaders for mobile/VR | | `/memory-profiler-advanced` | Deep memory analysis | | `/assets-bundle-strategy` | Configure asset bundles | | `/mobile-optimization-audit` | Audit mobile/Quest performance | ### Debugging & Recovery | Workflow | Use When | |---|---| | `/unity-smart-debug` | Diagnose Unity Console errors | | `/unity-mcp-check` | Verify direct Unity Editor connection | | `/unity-clean-project` | Clear Unity caches (Library, Temp) | | `/error-recovery` | Recover from git conflicts, broken builds | | `/project-health-check` | Overall project health assessment | ### Build & Deployment | Workflow | Use When | |---|---| | `/unity-build-quest` | Build and deploy Meta Quest APK | | `/android-specific-setup` | Android SDK, Gradle, deployment | | `/ios-specific-setup` | iOS provisioning, Xcode setup | | `/webgl-build-setup` | WebGL HTML5 deployment | | `/console-build-setup` | PS5/Xbox deployment | ### Git & CI/CD | Workflow | Use When | |---|---| | `/vibe-git-push` | Commit and push with AI-generated message | | `/vibe-git-sync` | Pull/sync from remote | | `/github-actions-unity-setup` | Set up CI/CD pipelines for Unity | | `/changelog-generator` | Generate changelog from git commits | | `/devops-audit` | Audit DevOps setup | ### Multiplayer & Backend | Workflow | Use When | |---|---| | `/multiplayer-setup` | Set up Netcode, lobbies, matchmaking | | `/backend-setup` | Set up APIs, databases, cloud services | ### Localization & Analytics | Workflow | Use When | |---|---| | `/localization-setup` | Multi-language framework setup | | `/analytics-integration` | Firebase, Amplitude, Sentry integration | ### Accessibility & Compliance | Workflow | Use When | |---|---| | `/accessibility-audit` | WCAG, VR comfort, inclusive design | | `/accessibility-audit-workflow` | Detailed accessibility review | | `/vr-accessibility` | VR comfort settings, subtitles, colorblind modes | | `/gdpr-compliance-setup` | GDPR, CCPA, COPPA compliance | ### Security | Workflow | Use When | |---|---| | `/security-audit` | Security vulnerabilities, anti-cheat | | `/security-vulnerability-scan` | Automated vulnerability scanning | ### Game Design | Workflow | Use When | |---|---| | `/game-balance-review` | Review difficulty curves, economy, retention | | `/animation-state-machine` | Set up Animator, blend trees, IK | | `/audio-setup` | Configure spatial audio, music, ambience | ### Skill & Workflow Management | Workflow | Use When | |---|---| | `/create-skill` | Create a new AI skill (with quality checklist) | | `/create-workflow` | Create a new workflow | | `/build-dev-cli` | Build a custom dev CLI tool | | `/skill-pipeline` | Define and execute skill chains | | `/project-onboarding` | Onboard new team members | | `/dependency-health-check` | Check Unity packages for updates | | `/unity-ui-scaffold` | Scaffold VR-optimized UI layouts | | `/unity-smart-placement-setup` | Configure procedural placement system | Use `/vibe-router` to describe your goal in plain English — it picks the right workflow or skill automatically. --- ## 🧠 Expert Skills (28 total) ### Unity Specialists | Skill | Use When | |---|---| | `@unity-2d-expert` | Sprite/Tilemap, 2D Physics, URP 2D, Cinemachine 2D | | `@unity-3d-expert` | URP/HDRP, NavMesh AI, 3D Physics, Cinemachine 3D, LOD | | `@unity-architect` | Architecture decisions, trade-off analysis, ADR writing | | `@unity-debugger` | Systematic GC/frame drop/judder/null-ref diagnosis | | `@unity-tdd-expert` | Writing or fixing Unity EditMode/PlayMode tests | | `@unity-smart-placement` | Procedural generation, bounds snapping, pivot fixing | ### Code & Review | Skill | Use When | |---|---| | `@csharp-master` | C# code, Unity scripting, GC/memory issues | | `@code-reviewer` | Production code review with "Ready to merge?" verdict | | `@brainstorming` | Design-first planning — validates ideas before implementation | ### VR/XR & Performance | Skill | Use When | |---|---| | `@vr-xr-specialist` | XRI v3, Quest optimization, hand tracking, spatial UI | | `@profiling-specialist` | CPU/GPU profiling, memory analysis, frame timing | | `@shader-optimizer` | Shader performance, GPU optimization, mobile/VR shaders | | `@physics-expert` | Physics optimization, collision debugging, rigidbody issues | ### Multiplayer & Backend | Skill | Use When | |---|---| | `@netcode-specialist` | Netcode for GameObjects, Photon, Mirror, state sync | | `@backend-specialist` | Server architecture, database design, API design | | `@addressables-specialist` | Asset loading, Addressables system, DLC delivery | ### Platform & Mobile | Skill | Use When | |---|---| | `@mobile-expert` | iOS/Android optimization, device fragmentation | | `@devops-engineer` | CI/CD pipelines, cloud infrastructure, deployment | ### Content & Design | Skill | Use When | |---|---| | `@game-design-specialist` | Game systems, balance mechanics, economy design | | `@animator-specialist` | Rigging, blend trees, motion capture, network sync | | `@audio-designer` | Spatial audio, mixing, FMOD integration | | `@timeline-specialist` | Cutscenes, cinematics, scripted sequences | | `@localization-expert` | Multi-language support, translations, RTL text | ### Quality & Compliance | Skill | Use When | |---|---| | `@accessibility-expert` | WCAG 2.1, colorblind modes, motor accessibility | | `@security-specialist` | OWASP Top 10, encryption, vulnerability scanning | | `@qa-strategist` | Test planning, automation frameworks, coverage | ### Meta Skills | Skill | Use When | |---|---| | `@skill-improver` | Iterative audit-fix loop for any SKILL.md | | `@workflow-assistant` | Routing, running, and creating workflows | > **Pro tip**: Start with `@brainstorming` → validate with `@unity-architect` → implement with `@csharp-master` → review with `@code-reviewer`. --- ## 💻 Install ```bash # Inject into any Unity project root git clone https://github.com/LgrappaG/Workflows-Agents.git .agents ``` Open Antigravity (or any compatible AI assistant) in the workspace — workflows and skills are auto-detected.

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Implement frame-by-frame stepping for detailed animation inspection

원문 언어: 영어

2026-03-29

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