jocyscom/focuslogger/ai-self-improvement

AI Self-Improvement (Instructions + Skills)

Critical: .ai/ is the Primary Source for ALL Agents

The .ai/ folder is the single source of truth for all AI agent configurations in this repository. This applies to:

• CLINE / Roo Code — synced to .roo/rules/ and .roo/skills/
• GitHub Copilot — synced to .github/copilot-instructions.md
• OpenAI Codex / AGENTS.md — synced to AGENTS.md at repo root
• Claude Code — synced to .claude/*.instructions.md and .claude/skills/

IMPORTANT: When asked to modify skills, instructions, or perform any AI self-improvement task, you MUST:

1. Locate the source file under .ai/ (not the agent-specific output)
2. Make changes to the .ai/ source
3. Run the sync script to propagate changes to all agents

Path Mapping Reference

When you encounter a path in an agent-specific folder, map it to .ai/:

Example: If asked to update .roo/skills/ai-self-improvement/SKILL.md, you must edit .ai/skills/ai-self-improvement/SKILL.md instead.

Editable instruction files (sources of truth)

You can update your own instruction files under .ai/:

• .ai/instructions.md — the main system instructions file
• .ai/*instructions.md — additional instruction files (auto-included)
• .ai/*instructions-detail.md — detailed instruction files (read only when needed)
• .ai/skills/<name>/SKILL.md — skill definition files

Workflow

1. Treat .ai/ as the single source of truth for agent instructions and skills.
2. When creating or migrating a skill, create/update it under .ai/skills/.
3. Make instruction changes in .ai/instructions.md and related *.instructions.md / *.instructions-detail.md files.
4. Do not edit generated outputs directly (they are produced by the sync script):

• .roo/rules/
• .roo/skills/
• .github/copilot-instructions.md
• AGENTS.md
• .claude/

1. Test changes before syncing — verify scripts execute correctly and changes work as expected.
2. After testing, run the sync script to apply to all agents.

Testing Before Sync

Before running the sync script, always verify your changes work correctly:

• For script changes: Execute the modified script and verify output is correct
• For instruction changes: Review the markdown renders properly and instructions are clear
• For skill changes: Test any bundled tools or scripts included in the skill

Example: If you modify a PowerShell script in a skill, run it directly from .ai/skills/<name>/scripts/ to confirm it works before syncing.

Activation process

After editing instruction files (or master skills), run from repository root:

.\.ai\skills\ai-self-improvement\scripts\Sync-AgentAssets.ps1 AUTO

This script synchronizes changes from .ai/ to all agent-specific folders.

Single source of truth

Never embed template content in instructions — reference template files instead.

Example:

• ✅ "Template maintained in pr/checklist.template.md"
• ❌ Pasting template content into instructions

Bundled scripts

• Sync entrypoint (instructions + skills): .ai/skills/ai-self-improvement/scripts/Sync-AgentAssets.ps1