claude-code-ultimate-guide/machine-readable
Florian BRUNIAUX 19bdc910cc release: v3.36.0 — 3 AI roles + ContextOps + comprehension debt
Added:
- guide/roles/ai-roles.md: §14 MLOps Engineer, §15 AI Developer Advocate,
  §16 AI Orchestration Engineer with full profiles (responsibilities, skills,
  entry paths, salary benchmarks, career matrix rows)
- 4 resource evaluations (Packmind ContextOps, comprehension debt,
  Addy Osmani agents.md anti-pattern, Claude Swarm Monitor)

Changed:
- guide/roles/ai-roles.md: ToC renumbered, Career Decision Matrix +3 rows,
  Salary Benchmarks +3 rows, removed "Orchestration Engineer" from What's Not a Role
- docs/for-cto.md, for-cio-ceo.md, for-tech-leads.md: updated docs positioning
- guide/ecosystem: mcp-servers-ecosystem.md + third-party-tools.md updates
- guide/roles/learning-with-ai.md: content updates

Bump: 3.35.0 → 3.36.0 (VERSION, README, cheatsheet, ultimate-guide, reference.yaml,
      llms.txt, llms-full.txt, machine-readable/llms.txt)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-17 09:14:26 +01:00
..
claude-code-releases.yaml docs: update Claude Code releases to v2.1.77 2026-03-17 08:42:20 +01:00
cowork-reference.yaml docs: complete Cowork documentation v1.0 (Phase 2) 2026-01-20 11:23:43 +01:00
llms.txt release: v3.36.0 — 3 AI roles + ContextOps + comprehension debt 2026-03-17 09:14:26 +01:00
README.md refactor: restructure repo into thematic directories v3.1.0 2026-01-13 15:30:02 +01:00
reference.yaml release: v3.36.0 — 3 AI roles + ContextOps + comprehension debt 2026-03-17 09:14:26 +01:00

Machine-Readable References

Files optimized for LLM/AI consumption.

Contents

File Description Tokens
reference.yaml Structured index with line numbers for deep dives ~2K
llms.txt Standard LLM context file for repository indexation ~1.5K

Usage

Give Claude Code instant expertise

# Paste into any AI assistant
curl -sL https://raw.githubusercontent.com/FlorianBruniaux/claude-code-ultimate-guide/main/machine-readable/reference.yaml

Reference in Claude Code

@machine-readable/reference.yaml

Add to system prompts

Include the YAML content in your AI assistant's system prompt for Claude Code expertise.


Back to main README