Add claude md

[tino097]

Add claude.md file when using Claude Code as AI coding tool

[entelligence-ai-pr-reviews]

EntelligenceAI PR Summary

This PR adds developer-facing documentation and a documentation discovery badge to the anton repository.

• Added CLAUDE.md with onboarding content including running and testing commands
• Defined code style conventions: naming, docstrings, comments, and type hints
• Documented architectural constraints enforcing access to LLM via LLMClient, memory via Cortex, and scratchpad via ScratchpadManager
• Included a fully annotated project structure tree in CLAUDE.md
• Added a DeepWiki badge to README.md linking to https://deepwiki.com/mindsdb/anton

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Confidence Score: 5/5 - Safe to Merge

Safe to merge — this PR adds only documentation artifacts (CLAUDE.md and a README.md badge) with no changes to runtime code, logic, or configuration. The CLAUDE.md file provides developer onboarding content including build/test commands, code style conventions, and architectural constraints around LLMClient, Cortex, and ScratchpadManager. No review comments were generated, no existing unresolved issues are present, and the changes carry zero risk of runtime regression or behavioral change.

Key Findings:

• CLAUDE.md is a purely documentation file with no executable code — it cannot introduce bugs, security issues, or regressions regardless of content accuracy.
• The DeepWiki badge addition to README.md is a cosmetic metadata change that has no impact on functionality, CI, or deployment.
• Architectural constraints documented (LLMClient, Cortex, ScratchpadManager access patterns) are descriptive rather than prescriptive at the code level, so any inaccuracies would only affect developer guidance rather than system behavior.
• Zero review comments, zero heuristic flags, and a documentation-only scope make this one of the rare cases where score 5 is warranted.

Files requiring special attention

• CLAUDE.md