claude-code-ultimate-guide/docs/resource-evaluations/aristote-ai-instructions-patterns.md
Florian BRUNIAUX dbb62306d7 release: v3.28.1 - Visual Diagrams Series (40 Mermaid diagrams)
guide/diagrams/: new directory with 40 interactive Mermaid diagrams
- 10 thematic files: foundations, context/sessions, configuration,
  architecture, MCP ecosystem, dev workflows, multi-agent patterns,
  security/production, cost/optimization, adoption/learning
- Each diagram: Mermaid (GitHub-native) + ASCII fallback + source link
- Bold Guy palette (6-color system) consistent across all diagrams
- README with index, visual palette legend, navigation by use case

Also includes (backlog from v3.28.0→v3.28.1):
- guide/ultimate-guide.md: Managing Large MCP Server Sets, AI Code
  Disclosure Policy, claude-mem Gemini alternative, observability
- guide/workflows/plan-driven.md: Boris Tane custom markdown plans (+172L)
- guide/security-hardening.md: Part 4 PR security review workflow
- examples/agents/security-patcher.md: new security agent
- examples/hooks/bash/security-gate.sh: PreToolUse security hook
- guide/observability.md: activity monitoring, external tools, proxying
- docs/resource-evaluations/: 4 new evaluations (Boris Cherny, Moigneu,
  Boris Tane, Aristote AI instructions)
- README.md: Visual Diagrams section in "What Makes This Guide Unique"

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-02-22 15:51:21 +01:00

3.1 KiB

Resource Evaluation: Méthode Aristote — ai-instructions patterns

Source: Internal project — /Users/florianbruniaux/Sites/MethodeAristote/app/doc/guides/ai-instructions/ Author: Florian Bruniaux (same author as this guide) Date analyzed: 2026-02-22 Score: 4/5


Summary

Production patterns from the Méthode Aristote EdTech platform (5 developers, Claude Code + Cursor + Codex). The ai-instructions directory contains 24 files documenting team workflows, memory systems, tool-specific configurations, and governance policies. Several patterns were novel or better-documented than what existed in the guide.


Scoring Grid

Criterion Score Notes
Novelty 3/5 Profile assembly + claude-mem already in guide; disclosure policy new
Author credibility 5/5 Same author, production data from real team
Actionability 5/5 Concrete configs, measured results, copy-pastable templates
Accuracy 5/5 Verified against actual codebase
Depth 4/5 Cost measurements, architectural decisions, failure modes

Overall: 4/5


Already Documented (no action needed)

Pattern Guide location
Profile-based module assembly Section 3.5 (comprehensive)
claude-mem basics ~line 9140
Search cascade (grepai → Serena → Context7 → Perplexity) ~line 9308

Gaps Identified and Fixed

1. AI Code Disclosure Policy

Gap: No team governance pattern for AI-generated code visibility. Fix: Added section "AI Code Disclosure Policy" at end of Section 3.5. Content: >10 lines threshold, PR template, graduated enforcement by level, anti-pattern warning.

2. claude-mem with Gemini (cost optimization)

Gap: Guide said "AI summarization via Claude" — missed the Gemini 2.5 Flash alternative ($14/month vs $102 Haiku, -86%). Fix: Added "Cost optimization — use Gemini instead of Claude" block in claude-mem section. Data source: claude-mem-analysis-corrected.md (553 sessions, ~400/month, measured costs).

3. claude-mem hooks coexistence

Gap: Installation instructions didn't warn about hooks array overwrite risk. Fix: Added "Critical installation gotcha — hooks coexistence" with before/after JSON examples. Source: claude-mem-install-prompt.md (6 existing hooks, explicit preservation checklist).

4. claude-mem fail-open (v9.1.0+)

Gap: No mention of reliability behavior when worker is down. Fix: Added "Reliability: fail-open architecture" block with restart instructions.


What Was Not Integrated

  • Aristote-specific architecture (3-tier Router/Service/Repository) — too project-specific
  • SSE real-time pattern — too domain-specific
  • SonarQube MCP details — already exists in examples
  • Multi-env .env.* pattern — marginal value, tips-level only
  • Specific team profiles (florian.yaml, nico.yaml) — not generalizable

Attribution

Internal source — Méthode Aristote project (/app/doc/guides/ai-instructions/). Same author as guide. Analysis performed 2026-02-22.