Add AI neurologist agent

[YvesAlbuquerque]

Summary

• Add ai-neurologist as a specialist for improving the agentic AI framework itself
• Add /ai-improvement skill for diagnose -> patch -> validate -> document improvement loops
• Mirror shared assets into .claude/ compatibility layer and update rosters/references

Validation

• git diff --check
• .agents/scripts/validate-skill-static.sh ai-improvement via Git Bash with local Python shim

[gemini-code-assist]

Code Review

This pull request introduces the ai-neurologist agent and the /ai-improvement skill to facilitate the diagnosis and improvement of the project's agentic AI framework. The implementation includes new agent and skill definitions, updates to the agent roster and coordination map, and the addition of the new skill to the common entry points in AGENTS.md. Feedback points out an inconsistency in skill counts between the shared and Claude-specific documentation and notes that the /skill-improve skill is missing from the shared reference.

[Copilot]

Pull request overview

Adds an AI-framework-focused specialist agent and a companion /ai-improvement skill to support evidence-backed “diagnose → patch → validate → document” improvement loops for the repo’s agentic workflow assets, with roster/reference updates across the provider-neutral layer and the Claude compatibility layer.

Changes:

• Add ai-neurologist agent definitions to both .agents/agents/ and .claude/agents/.
• Add /ai-improvement skill to both .agents/skills/ and .claude/skills/, and link it from skill reference docs.
• Update agent roster + coordination map docs (both .agents/ and .claude/) and add /ai-improvement to root AGENTS.md entry points.

Reviewed changes

Copilot reviewed 11 out of 11 changed files in this pull request and generated 2 comments.

Show a summary per file

File	Description
AGENTS.md	Adds /ai-improvement to common entry points.
.claude/skills/ai-improvement/SKILL.md	Adds Claude skill workflow for AI-framework improvement loops.
.claude/docs/skills-reference.md	Updates slash-command count and adds /ai-improvement to the list.
.claude/docs/agent-roster.md	Adds ai-neurologist to the Claude agent roster.
.claude/docs/agent-coordination-map.md	Adds ai-neurologist to hierarchy/coordination/escalation.
.claude/agents/ai-neurologist.md	Adds Claude agent definition for ai-neurologist.
.agents/skills/ai-improvement/SKILL.md	Adds provider-neutral skill workflow for AI-framework improvement loops.
.agents/docs/skills-reference.md	Updates procedural-skill count and adds /ai-improvement to the list.
.agents/docs/agent-roster.md	Adds ai-neurologist to the provider-neutral agent roster.
.agents/docs/agent-coordination-map.md	Adds ai-neurologist to hierarchy/coordination/escalation.
.agents/agents/ai-neurologist.md	Adds provider-neutral agent definition for ai-neurologist.

[YvesAlbuquerque]

Addressed the review feedback on this branch:

• added /skill-improve to the shared .agents/docs/skills-reference.md
• registered ai-improvement and ai-neurologist in CCGS Skill Testing Framework/catalog.yaml
• updated CCGS Skill Testing Framework/README.md counts and specialist listing
• added the missing CCGS spec files for skills/utility/ai-improvement.md and agents/specialists/ai-neurologist.md

Validation run locally against the intended branch state:

• git diff --check
• ./.agents/scripts/check-catalog-consistency.sh via Git Bash with a local python3 shim
• ./.agents/scripts/validate-skill-static.sh ai-improvement via Git Bash with a local python3 shim

GitHub Action Skill Catalog CI is currently running on the updated head commit.

[YvesAlbuquerque]

Addressed one remaining doc inconsistency on this PR branch: .claude/docs/skills-reference.md now reports 77 slash commands, matching the shared skills reference and the newly added /ai-improvement + /skill-improve entries. This closes the only remaining mismatch I found during static review.