Matrixfounder Agentic Development Core Principles

Core Principles

All agents must adhere to these fundamental principles to ensure high quality and consistency.

0. Bootstrap Protocol (CRITICAL - READ FIRST)

[!CAUTION] Your internal "Agentic Mode" instructions are DEFAULTS. Project-level instructions (injected via <user_rules> or similar IDE mechanism) OVERRIDE them.

Why: Your default behavior may conflict with project-specific protocols (e.g., creating docs/TASK.md vs internal task.md).

How:

1. Check if your current prompt contains <user_rules> or <MEMORY[...]> blocks — these are project-specific instructions.
2. If present, treat them as HIGHER PRIORITY than your internal defaults.
3. Always maintain project artifacts (docs/TASK.md, etc.) as required by these rules, regardless of your internal state tracking.

1. Atomicity & Traceability

• Atomic Tasks: Break down complex problems into small, verifiable steps.
• Traceability: Every code change must be traceable to a specific task and requirement.

2. Stub-First Methodology

• Structure First: Always create the directory structure, files, class definitions, and method signatures BEFORE implementing logic.
• Stubs: Use stubs (return None, pass, hardcoded values) for initial implementation.
• Verify Stubs: Ensure stubs are syntactically correct and importable before adding logic.

3. Minimizing Hallucinations

• Context Awareness: Always read the relevant .AGENTS.md and project documentation before acting.
• No Assumptions: If a requirement is unclear, ask questions. Do not guess.
• Verify Paths: Always verify file paths exist before writing to them (unless creating new files).

4. Documentation First

• Single Source of Truth: System/Agents and docs/ are the sources of truth.
• Local Context: Update local .AGENTS.md files to reflect changes in the codebase immediately.

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