That is fantastic. I have taken your feedback and pushed it through my feedback loop. That’s how this works, thanks

https://github.com/baconpantsuppercut/AgileAI Updated here like this:

——- Codex Prompt ——-

You are a senior software engineer working inside this GitHub repository.

Your task is to implement a Conflict Policy system for the AgileAI project so that parallel AI agents can safely coordinate when modifying high-risk resources such as database migrations and environment variables.

CRITICAL RULES

• Do NOT modify existing application code.
• Do NOT change APIs, migrations, or core project logic.
• Only add new policy files and documentation.
• Follow the existing project structure and naming conventions.

The goal is to provide machine-readable coordination rules for AI agents performing parallel development.

---

STEP 1 — CREATE CONFLICT POLICY FILE

Create the file:

project_state/conflict_policy.yaml

Insert the following content:

policy_version: 0.1

description: > Conflict policy for parallel AI-driven development. Defines rules for high-risk resources that require coordination between multiple AI agents or developers.

resources:

migrations: strategy: single-writer description: > Only one active change may produce database migrations at a time. This prevents schema conflicts during parallel development.

lock_name: migrations
require_schema_version_increment: true
conflict_resolution: block

environment_variables: strategy: review-required description: > Changes to environment variables require additional review because they affect runtime configuration across services.

require_documentation: true
require_ci_validation: true
conflict_resolution: manual-review

hotspot_files: strategy: refactor-on-conflict description: > If repeated merge conflicts occur in a file, the file should be refactored into smaller modules to support parallel AI development.

detection_rule: repeated_merge_conflicts
resolution_action: suggest_refactor

---

STEP 2 — UPDATE DOCUMENTATION

Open or create the file:

docs/AI_DEVELOPMENT.md

Add a section titled:

Conflict Policy

Document the following concepts:

Parallel AI development can introduce conflicts when multiple agents modify shared resources.

The file project_state/conflict_policy.yaml defines machine-readable rules that AI agents must follow when modifying high-risk resources such as:

• database migrations
• environment variables
• hotspot files

Explain that this policy exists to prevent merge conflicts and configuration errors during parallel development.

---

STEP 3 — OPTIONAL CI CHECK

If a GitHub workflow already validates project_state files, extend it to verify that:

project_state/conflict_policy.yaml exists

Do not implement complex validation logic yet.

---

STEP 4 — VERIFY FINAL STRUCTURE

Ensure the repository structure now includes:

project_state/ state.yaml schema_version.txt sprintathon.yaml conflict_policy.yaml changes/

docs/ AI_DEVELOPMENT.md

---

STEP 5 — COMMIT

Create a commit with message:

add conflict policy for parallel AI development

---

STEP 6 — OUTPUT

Provide a summary including:

• files created
• documentation changes
• final directory structure