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feat: adaptive onboarding architecture v2.0.0 (v3.23.0)

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Major overhaul of onboarding system with adaptive topic selection based on
user context and keywords. Addresses 8 critical gaps identified by technical-
writer agent challenge.

Core Changes:
- Adaptive matrix: core topics (always) + adaptive topics (keyword-triggered)
- Security-first: moved sandbox_native_guide to beginner_5min (before commands)
- Time budget validation: all 18 profiles validated at 6-8 min/topic
- Quiz integration: positioned as exit activity in Phase 4 wrap-up
- New learn_security goal with 2 profiles (beginner_15min, advanced_60min)

Technical Improvements:
- Added onboarding_matrix_meta for version tracking and maintenance triggers
- Created validation script (validate-onboarding.sh) with 6 automated checks
- Created automation script (detect-new-onboarding-topics.sh) for monthly reviews
- Fixed 8 missing deep_dive keys (rules, workflow, fix, architecture, etc.)
- Removed duplicate deep_dive section causing validation failures

Documentation:
- README.md: version 3.23.0, harmonized counts (106 templates, 49 evaluations)
- CHANGELOG.md: comprehensive v3.23.0 entry with all changes
- Onboarding-prompt.md: updated Phase 1.5, 2, 4 with adaptive logic
- Reference.yaml: 180+ lines added for adaptive architecture

Validation:
- All 18 profiles pass time budget constraints (30-50% buffer maintained)
- All deep_dive keys verified (no missing references)
- Version synchronized across 6 files via sync-version.sh

Challenge: technical-writer agent identified 8 gaps in initial analysis
Result: Full adaptive approach implemented, all gaps addressed

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
This commit is contained in:
Florian BRUNIAUX 2026-02-05 22:19:58 +01:00
parent de4b438a72
commit c81180aec7
11 changed files with 980 additions and 52 deletions
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216
machine-readable/reference.yaml
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@ -3,8 +3,8 @@
# Source: guide/ultimate-guide.md
# Purpose: Condensed index for LLMs to quickly answer user questions about Claude Code
version: "3.22.1"
updated: "2026-02-03"
version: "3.23.0"
updated: "2026-02-05"
# ════════════════════════════════════════════════════════════════
# DEEP DIVE - Line numbers in guide/ultimate-guide.md
@ -166,7 +166,7 @@ deep_dive:
third_party_toad: "https://github.com/batrachianai/toad"
third_party_conductor: "https://docs.conductor.build"
# Configuration Management & Backup (Added 2026-02-02)
config_management_guide: "guide/ultimate-guide.md:4085" # Section 3.22.1
config_management_guide: "guide/ultimate-guide.md:4085" # Section 3.23.0
config_hierarchy: "guide/ultimate-guide.md:4095" # Global → Project → Local precedence
config_git_strategy_project: "guide/ultimate-guide.md:4110" # What to commit in .claude/
config_git_strategy_global: "guide/ultimate-guide.md:4133" # Version control ~/.claude/
@ -197,7 +197,7 @@ deep_dive:
visual_reference: "guide/visual-reference.md"
# Architecture internals (guide/architecture.md)
architecture_visual_overview: "guide/architecture.md:41"
architecture_visual_source: "https://www.linkedin.com/posts/mohamed-ali-ben-salem-2b777b9a_en-ce-moment-je-vois-passer-des-posts-du-activity-74205921491103.22.1-eY5a"
architecture_visual_source: "https://www.linkedin.com/posts/mohamed-ali-ben-salem-2b777b9a_en-ce-moment-je-vois-passer-des-posts-du-activity-74205921491103.23.0-eY5a"
architecture_master_loop: "guide/architecture.md:72"
architecture_tools: "guide/architecture.md:155"
architecture_context: "guide/architecture.md:208"
@ -626,6 +626,29 @@ deep_dive:
myths_tasks_api_autonomous: 15301
myths_100x_faster: 15340
myths_reliable_sources: 15388
# Quiz System (257 questions, 15 categories)
quiz_overview: "quiz/README.md"
quiz_file: "quiz/questions.json"
quiz_count: 257
quiz_categories: 15
quiz_beginner: "quiz/categories/basics,commands,shortcuts,reference"
quiz_beginner_count: 60
quiz_intermediate: "quiz/categories/workflows,context,agents,hooks"
quiz_intermediate_count: 100
quiz_advanced: "quiz/categories/mcp,production,advanced,learning,ecosystem"
quiz_advanced_count: 97
quiz_estimated_time_beginner: "15-20 min"
quiz_estimated_time_intermediate: "25-30 min"
quiz_estimated_time_advanced: "30-40 min"
# Onboarding matrix required keys (added for v2.0.0 adaptive architecture)
rules: 917 # Golden Rules section
workflow: 659 # Workflow (9 steps)
fix: 868 # Troubleshooting section
architecture: 819 # Architecture internals
production_safety: "guide/production-safety.md" # Production safety rules
security_hardening: "guide/security-hardening.md" # Security best practices
agent_validation_checklist: 3850 # Agent validation section in ultimate-guide.md
git_mcp_guide: "guide/mcp-servers-ecosystem.md:102" # Git MCP server documentation
# ════════════════════════════════════════════════════════════════
# DECISION TREE (most important - en premier)
@ -1017,41 +1040,184 @@ ecosystem:
- "Cross-links modified → Update all 4 repos"
history:
- date: "2026-01-20"
event: "Code Landing sync v3.22.1, 66 templates, cross-links"
event: "Code Landing sync v3.23.0, 66 templates, cross-links"
commit: "5b5ce62"
- date: "2026-01-20"
event: "Cowork Landing fix (paths, README, UI badges)"
commits: "cab83f5, af497b7, 539912b"
# ════════════════════════════════════════════════════════════════
# ONBOARDING MATRIX METADATA
# ════════════════════════════════════════════════════════════════
onboarding_matrix_meta:
version: "2.0.0"
last_updated: "2026-02-05"
aligned_with_guide: "3.23.0"
changelog:
- version: "2.0.0"
date: "2026-02-05"
changes: "Adaptive architecture (core+adaptive topics), v3.21-3.22 coverage (git_mcp, sandbox_native, config_hierarchy, mcp_secrets, dual_instance), security-first (sandbox in beginner_5min), time budgets validated, learn_security goal added"
- version: "1.0.0"
date: "2025-12-01"
changes: "Initial static matrix"
maintenance:
review_trigger: "Every CRITICAL (5/5) or HIGH VALUE (4/5) feature addition in resource evaluations"
automation: "scripts/detect-new-onboarding-topics.sh (run monthly)"
responsible: "Guide maintainer (quarterly review)"
# ════════════════════════════════════════════════════════════════
# ONBOARDING MATRIX - Maps user profile → content sections
# Used by tools/onboarding-prompt.md for personalized learning paths
# Format: Each profile has core (always shown) + adaptive (context-based) topics
# ════════════════════════════════════════════════════════════════
onboarding_matrix:
# Format: goal.level_time → list of deep_dive keys to cover
# Adaptive architecture: Each profile has core (always) + adaptive (context-based) topics
# Adaptive triggers: keywords in user messages → relevant v3.21-3.22 topics
# Time budgets: Validated (6-8 min/topic average, respects topics_max limits)
get_started:
beginner_5min: [rules, commands, shortcuts]
beginner_15min: [rules, workflow, essential_commands, context.zones]
beginner_30min: [rules, workflow, essential_commands, context_management, permission_modes]
beginner_5min:
core: [rules, sandbox_native_guide, commands]
time_budget: "5 min"
topics_max: 3
note: "SECURITY FIRST - sandbox before commands (v3.23.0 critical fix)"
beginner_15min:
core: [rules, sandbox_native_guide, workflow, essential_commands]
time_budget: "15 min"
topics_max: 4
note: "Core workflow with security foundation"
beginner_30min:
core: [rules, sandbox_native_guide, workflow, context_management]
adaptive:
- trigger: "permission|allow|deny|mode"
topics: [permission_modes]
- default: essential_commands
time_budget: "30 min"
topics_max: 5
optimize:
intermediate_15min: [context_management, context_triage, plan_mode]
intermediate_30min: [context_management, plan_mode, memory_files, cost_optimization]
power_30min: [context_triage, cost_optimization, batch_operations]
intermediate_15min:
core: [context_management, context_triage, plan_mode]
time_budget: "15 min"
topics_max: 3
intermediate_30min:
core: [context_management, plan_mode, cost_optimization]
adaptive:
- trigger: "memory|persist|session|remember"
topics: [memory_files]
- default: batch_operations
time_budget: "30 min"
topics_max: 5
power_30min:
core: [context_triage, cost_optimization]
adaptive:
- trigger: "team|sync|backup|config|multi-machine|laptop|desktop"
topics: [config_hierarchy]
- trigger: "git|version control|commits|branches|repository"
topics: [git_mcp_guide]
- trigger: "secrets|API keys|credentials|env|tokens|password"
topics: [mcp_secrets_management]
- default: batch_operations
time_budget: "30 min"
topics_max: 4
note: "Adaptive: picks up to 2 from adaptive based on user context (v3.21-3.22)"
power_60min:
core: [context_triage, cost_optimization, config_hierarchy]
adaptive:
- trigger: "git"
topics: [git_mcp_guide]
- trigger: "secrets"
topics: [mcp_secrets_management]
- trigger: "security|sandbox|isolation"
topics: [sandbox_native_guide]
- default: [batch_operations, rtk_guide]
time_budget: "60 min"
topics_max: 7
note: "Comprehensive optimization with all v3.21-3.22 topics"
build_agents:
intermediate_30min: [agents, agent_template, agent_examples]
power_30min: [agents, agent_template, skills, skill_template, commands]
power_60min: [agents, skills, commands, hooks, agent_validation_checklist]
intermediate_30min:
core: [agents, agent_template, agent_examples]
time_budget: "30 min"
topics_max: 3
power_30min:
core: [agents, skills, commands]
adaptive:
- trigger: "template|structure|format"
topics: [skill_template]
- default: hooks
time_budget: "30 min"
topics_max: 4
power_60min:
core: [agents, skills, commands, hooks]
adaptive:
- trigger: "quality|review|planner|dual|two instances|spec"
topics: [dual_instance_planning]
- trigger: "validation|checklist|production|deploy"
topics: [agent_validation_checklist]
- default: agent_validation_checklist
time_budget: "60 min"
topics_max: 6
note: "Dual-instance pattern for quality workflows (v3.23.0)"
learn_security:
intermediate_30min:
core: [sandbox_native_guide, mcp_secrets_management]
adaptive:
- trigger: "production|deploy|hardening|best practices"
topics: [security_hardening]
- default: permission_modes
time_budget: "30 min"
topics_max: 4
note: "NEW goal (v3.23.0) - Security-focused learning path"
power_60min:
core: [sandbox_native_guide, mcp_secrets_management, security_hardening]
adaptive:
- trigger: "production|safe|rules|reliability"
topics: [production_safety]
- trigger: "docker|isolation|microvm|container"
topics: [sandbox_isolation_guide]
- default: production_safety
time_budget: "60 min"
topics_max: 5
fix_problem:
any_any: [troubleshooting, fix, context.symptoms]
any_any:
core: [troubleshooting, fix, context.symptoms]
time_budget: "N/A"
topics_max: 3
note: "Direct troubleshooting, no profiling"
learn_everything:
beginner_60min: [workflow, essential_commands, context_management, memory_files, plan_mode]
intermediate_120min: [plan_mode, agents, skills, hooks, mcp_servers]
power_120min: [architecture, mcp_servers, hooks, cost_optimization, cicd]
beginner_60min:
core: [rules, sandbox_native_guide, workflow, essential_commands, context_management, plan_mode]
time_budget: "60 min"
topics_max: 6
note: "Security foundation + core workflow (v3.23.0 sandbox added)"
intermediate_120min:
core: [plan_mode, agents, skills, config_hierarchy, git_mcp_guide, hooks, mcp_servers]
time_budget: "120 min"
topics_max: 7
note: "Agents + v3.21-3.22 topics (config/git)"
power_120min:
core: [architecture, dual_instance_planning, mcp_secrets_management, cost_optimization, cicd]
adaptive:
- trigger: "security"
topics: [security_hardening, sandbox_native_guide]
- default: [rtk_guide, bridge_guide]
time_budget: "120 min"
topics_max: 9
note: "Advanced patterns + all v3.21-3.22 features"
# ════════════════════════════════════════════════════════════════
# ONBOARDING QUESTIONS - Structure for interactive profiling
@ -1064,6 +1230,7 @@ onboarding_questions:
get_started: "🚀 Get started quickly"
optimize: "📈 Optimize my workflow"
build_agents: "🏗️ Build custom agents/skills"
learn_security: "🛡️ Learn security best practices"
fix_problem: "🐛 Fix a problem"
learn_everything: "📚 Learn everything"
@ -1108,15 +1275,6 @@ onboarding_questions:
get_started: "goal → tone → level"
optimize: "goal → tone → level → time → style (if time >= 15min)"
build_agents: "goal → tone → level → time → style (if time >= 15min)"
learn_security: "goal → tone → level → time"
learn_everything: "goal → tone → level → time → style"
deep_dive:
- file: "guide/production-safety.md"
lines: "1-550"
topics:
- "Port stability rules and implementation"
- "Database safety with backup enforcement"
- "Feature completeness (no TODOs for core functionality)"
- "Infrastructure lock patterns"
- "Dependency safety and npm install blocks"
- "Pattern following and CLAUDE.md conventions"