A place for Skills to travel
and Agents to work.
Run portable Skills here or take them with you. Explore live Agents that coordinate tools, reason across steps, and pause at human checkpoints inside Matrix.
Explore Skills
Run modular capabilities here, build your skill from plain language, or upload your SKILL.md.
Run, Build, or Add →Explore Agents
Launch goal-directed runtimes, build your agent, or add agent blueprints.
Run, Build, or Add →Build your Skill or Agent
Describe what you need in plain words; synthesize structured capability contracts and multi-step runtimes.
Build with Guided Flow →Add Your Own
Upload existing SKILL.md files or Agent packages with safe in-browser inspection.
Upload File →Research Synthesis
Turns qualitative interview notes and transcripts into grounded themes with direct citations without overstatement.
Design QA Agent
Reviews implementation evidence against design specs, coordinates QA skills, and pauses for operator approval.
Skills Library PORTABLE UNITS
Bounded, single-purpose AI capabilities following a predictable INPUT → SKILL → OUTPUT pipeline. Click any tile to inspect its pipeline, contracts, and export options, or click "Run here" to test immediately.
Future Concepts under Exploration
Exploratory capability blueprints designed for upcoming Matrix runtime extensions. These represent active system designs awaiting dedicated sandboxes (e.g. Figma OAuth, containerized test runners) and cannot be executed currently.
Agents Library WORKING RUNTIMES
Goal-directed systems that reason through multiple steps, coordinate Skills and Tools, inspect state, and pause for human checkpoints. Click any tile to inspect its behavioral flow, component architecture, and deliverable reports.
Future Concepts under Exploration
Autonomous multi-step runtime blueprints under active design for enterprise container integration. These explore planned tool bindings and required sandbox primitives, but are not yet runnable.
How It Works OBSERVABLE OPERATING MODEL
Click any step to inspect where execution happens and what data is usedComponent Architecture
Technical components from user input to verified outputUsed by Agents in Matrix
Modular skills serve as reusable building blocks for multi-step agentsLive Execution Bench
Run this Skill directly in Matrix Edge Runner or load representative sample fixtureClick "Load Sample Fixture" and "Run Skill in Matrix" to test.
Take It With You
Export self-contained ZIP bundle with zero server dependenciesSKILL.md (operational instructions), manifest.json, output.schema.json, README.md, and example fixtures. Ready to drop into your own AI agent, IDE, or script.
How It Works BEHAVIORAL OPERATING FLOW
Step-by-step reasoning, skill invocation, and human checkpoint gatesAgent Architecture
Internal runtime components and boundary safeguardsGenerated Deliverable
Structured report produced by this Agent runReports & Outputs FINISHED DELIVERABLES
Browse verified reports generated by Matrix Skills and Agents. Real outputs produced from qualitative research notes, design audits, and market landscape analyses.
Matrix Lab POWERED BY GEMINI
Build modular Skills or goal-directed Agents from plain language using Gemini, or inspect and upload your custom capability blueprints.
Build your Skill
Guided intake · Powered by Gemini to turn plain language into an executable contractHow The Matrix Works SYSTEM ARCHITECTURE
Operational principles, runtime boundaries, execution topologies, and the architectural separation between portable Skills and goal-directed Agents.
The Matrix Dual-Plane Execution Architecture
How user intent, client parsing, edge coordination, modular skills, and safety checkpoints interact across the system.
Skills are Portable Units
A Skill follows a deterministic functional contract: INPUT → SKILL → OUTPUT. It contains no state between invocations, requires no long-lived runner, and can be downloaded as an open SKILL.md package to drop into your private CLI or AI environment.
Agents Require an Environment
An Agent cannot run in a vacuum. It requires an execution topology: tools to invoke, memory across steps, goal monitoring, and mandatory human review gates where execution pauses for operator inspection before writing changes or delivering findings.
Auditable Execution Boundaries
Matrix distinguishes between Live edge execution and Simulation traces. Live runs execute with user-supplied texts against Matrix's public edge runner; simulation runs use verified qualitative fixtures to demonstrate multi-step agent topology without fabricating telemetry.