Agent skill · product strategy · daffy0208
Framework Orchestrator
Meta-skill that coordinates all frameworks and skills throughout the project lifecycle, providing intelligent sequencing based on project patterns
Why this skill is useful
Provides a structured orchestration framework that guides project management and skill application based on complexity patterns, which the AI wouldn't reliably generate on its own.
What it needs
About 7k tokens when loaded. Last updated 2025-12-25. 33 stars on the source repository.
What this skill does
Framework Orchestrator Overview The Framework Orchestrator is the meta-skill that coordinates all other skills and frameworks throughout your project lifecycle. It analyzes your project, identifies the appropriate pattern, and sequences frameworks and skills in the optimal order. Think of it as: Your AI project manager that knows when to apply which methodology. When to Use This Skill Use Framework Orchestrator when: Starting a new project and need guidance on methodology Unsure which frameworks or skills to apply first Want a complete orchestrated plan for your project Need to understand your project's complexity pattern Transitioning between project phases Managing multiple workstreams in parallel Key Capabilities Analyze projects and identify complexity patterns (A, B, C) Recommend optimal framework sequences Coordinate skill activation at appropriate phases Provide phase-gate validation Adapt orchestration based on project evolution Ensure comprehensive coverage across all dimensions Workflow Step 1: Pattern Identification Analyze the project and categorize into one of three patterns: Pattern A: Simple Feature/Enhancement Characteristics: Adding to existing system Well-understood requirements Low risk, minimal security impact Single-team, short timeline (days to 1-2 weeks) Examples: Add filter to existing search New dashboard widget Form field additions UI styling updates Timeline: 1-5 days --- Pattern B: New Product/System Characteristics: Building from scratch or major module User validation needed Security/compliance important Multiple considerations (UX, architecture, testing) Medium timeline (weeks to months) Examples: New SaaS product Customer portal Internal tool API platform Timeline: 4-12 weeks --- Pattern C: AI-Native/Complex System Characteristics: All Pattern B characteristics, PLUS: AI agents, RAG systems, or knowledge graphs Complex orchestration Novel technology Higher uncertainty and iteration Examples: Multi-agent AI system RAG-powered knowledge …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills daffy0208/framework-orchestrator