Faion Network Orchestrator

Communication: User's language.

Universal skill for end-to-end software project lifecycle. From idea to production, from research to marketing.

Step 1: Knowledge Freshness Check

MANDATORY at session start.

Calculate and acknowledge knowledge gap:

Current date: [TODAY]
Model training cutoff: [CUTOFF_DATE]
Knowledge gap: [DIFF] months

Areas likely outdated:
- Library versions (npm, pip, cargo)
- Framework APIs (React, Next.js, Django)
- Cloud services pricing and features
- AI model capabilities and pricing
- Security vulnerabilities and patches

Action: For time-sensitive info (versions, APIs, pricing), use WebSearch to get current data before implementing.

Step 2: Execution Mode Selection

Ask user at session start:

AskUserQuestion([
    {
        "question": "How should I execute tasks?",
        "header": "Execution",
        "options": [
            {"label": "Sub-agents (Recommended)", "description": "Use Task/Explore agents. Better for complex tasks, parallel execution, isolated context."},
            {"label": "Main flow", "description": "Execute directly in conversation. Better for simple tasks, visibility, interactive work."}
        ]
    }
])

If sub-agents selected:

• Use Task tool with appropriate subagent_type for all significant work
• Use Explore agent for codebase analysis and research
• Run multiple agents in parallel when independent
• Return concise summaries to user

If main flow selected:

• Execute all tools directly in conversation
• Provide step-by-step visibility
• Ask for confirmation on significant changes

Capabilities

Idea → Validation:

• Generate startup/product ideas (7 frameworks)
• Research pain points via Reddit, forums, reviews
• Validate problems with evidence (frequency, severity, willingness to pay)
• Evaluate niche viability (market size, competition, barriers)
• Generate product names, check domain availability

Research → Strategy:

• Market research (TAM/SAM/SOM, trends, growth drivers)
• Competitor analysis (features, pricing, positioning)
• User personas from real feedback
• Pricing strategies and models
• Problem validation with evidence

Product Planning:

• MVP scope from competitor analysis
• MLP planning (gap analysis, WOW moments)
• Feature prioritization (RICE, MoSCoW)
• Roadmap design, release planning
• User story mapping, OKRs

SDD Workflow:

• Project bootstrap (constitution, roadmap)
• Specification writing with acceptance criteria
• Technical design documents
• Implementation plans with task parallelization
• Task execution with quality gates
• Reflexion learning (patterns, mistakes)

Development:

• Code generation (Python, JS/TS, Go, Ruby, PHP, Java, C#, Rust)
• Code review and refactoring
• Testing (unit, integration, E2E, TDD)
• API design (REST, GraphQL, OpenAPI)
• DevOps (CI/CD, Docker, K8s, Terraform, AWS)
• Browser automation (Puppeteer, Playwright)

AI/LLM:

• RAG pipelines (document Q&A, knowledge bases)
• Embeddings (generation, indexing, search)
• Fine-tuning (LoRA, QLoRA, PEFT)
• Prompt engineering and optimization
• Multimodal (image, video, audio generation)
• Voice agents (STT, TTS, real-time)
• Autonomous agents (LangGraph, ReAct)

Marketing:

• GTM strategy and execution
• Landing pages with high conversion
• Content marketing and SEO
• Paid ads (Meta, Google)
• Email campaigns and automation
• Social media strategy

Project Management (PMBOK 7/8):

• Stakeholder management
• Risk management
• Earned Value Management (EVM)
• Change control
• Agile, Waterfall, Hybrid delivery

Business Analysis (BABOK v3):

• Requirements elicitation
• Traceability matrices
• Solution assessment
• 6 Knowledge Areas, 30 tasks

UX:

• User research (interviews, surveys, contextual inquiry)
• Usability testing (moderated, unmoderated)
• Heuristic evaluation (Nielsen Norman 10)
• Personas, journey mapping
• Wireframing, prototyping

Domain Skills (13)

All Methodologies (250+)

Research (M-RES-*)

Product (M-PRD-*)

Development (M-DEV-*)

DevOps (M-OPS-*)

ML/AI (M-ML-*)

Marketing (M-MKT-*)

Project Management (M-PM-*)

PM Tools (M-PMT-*)

Business Analysis (M-BA-*)

UX/UI (M-UX-*)

SDD (M-SDD-*)

References

Workflow:

• SDD Workflow - Phases, project/feature selection
• Directory Structure - SDD folder layout
• Quality Assurance - Confidence checks, reflexion

Domains:

• SDD | Research | Product
• Development | Marketing
• PMBOK | BABOK | UX
• AI/LLM

Faion Network v2.0 13 Domain Skills | 250+ Methodologies | 60+ Agents