c81180aec7
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>
140 lines
7.5 KiB
Markdown
140 lines
7.5 KiB
Markdown
# Resource Evaluation: Reddit Comment - Claude Code Max Plan Optimization Tips
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**Date**: 2026-02-04
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**Evaluator**: Claude (Sonnet 4.5)
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**Source**: https://www.reddit.com/r/ClaudeAI/comments/1qvdpby/comment/o3gysc7/
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**Type**: Reddit comment (r/ClaudeAI), anonymous user
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**Original post date**: ~November 2024 (thread context, but content mentions 2025+ features)
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---
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## Executive Summary
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**Score**: 2/5 (Marginal)
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**Decision**: Do not integrate
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**Confidence**: High (comprehensive fact-check completed)
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Anonymous Reddit comment claiming "5x plan has better value than 20x" with optimization tips. **Main claim appears false** based on public pricing ratios (20x offers 4x capacity for 2x price = better value). All valid content already covered extensively in guide. Memory-search tool mentioned has minimal traction (15 stars).
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---
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## Content Overview
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The comment provides six optimization tips:
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1. **5x vs 20x comparison**: Claims 5x has better value/dollar, 20x only offers faster bursts with similar weekly limits
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2. **Context management**: Keep sessions under 100k tokens, start fresh often
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3. **Disable unused MCPs**: Reduce overhead by disabling inactive MCP servers
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4. **Plan mode strategy**: More economical than trial-and-error direct implementation
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5. **Mobile SSH workflow**: SSH from phone to dev machine for small tasks
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6. **Memory/search layer**: Tool `rjyo/memory-search` (fork of OpenClaw memory module), installable via `bunx skills add rjyo/memory-search`
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---
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## Relevance Analysis
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### Coverage Comparison
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| Aspect | This Resource | Our Guide | Gap? |
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|--------|---------------|-----------|------|
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| 5x vs 20x comparison | Unverified claim ("similar weekly limits") | **Detailed** (ultimate-guide.md:1951-2013, comparative table, tier strategies) | ❌ No gap, our coverage superior |
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| Context < 100k tokens | Generic advice | **Extensive** (ultimate-guide.md:1358-1427, architecture.md:370, zones 0-50-70-90%) | ❌ No gap |
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| Disable unused MCPs | Mentioned in passing | **Partial** (ultimate-guide.md:1886 "Reduce MCP servers", 1740 "2K overhead/MCP") | ⚠️ Could be more visible |
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| Plan mode = cheaper | Assertion without data | **Documented** (ultimate-guide.md:2274 "76% fewer tokens") | ❌ No gap |
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| Mobile SSH | Generic advice | **Dedicated file** (tools/mobile-access.md, 386 lines) | ❌ No gap |
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| Memory-search (rjyo) | Tool presented | **Not covered** (but Serena + doobidoo cover use case) | ⚠️ Minor gap, tool too immature (15 stars) |
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| Rate limit strategies | Implied mention | **Partial** (known-issues.md:105-139, reactive troubleshooting) | ⚠️ Proactive budgeting angle missing |
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### New Information Assessment
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- **5x vs 20x pricing analysis**: Already covered extensively (ultimate-guide.md:1951-2013)
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- **Context management**: Already covered extensively (multiple sections, detailed zones)
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- **MCP optimization**: Mentioned but could be more prominent
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- **Plan mode economics**: Already documented with metrics (76% reduction)
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- **Mobile access**: Already covered with dedicated 386-line guide
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- **Memory-search tool**: New mention but tool too immature (15 stars, 15 commits)
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- **Proactive rate limit management**: Minor gap (session budgeting strategies)
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---
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## Fact-Check Results
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| Claim | Verified | Source | Notes |
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|-------|----------|--------|-------|
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| "5x has better value per dollar" | **❌ FALSE** | Perplexity: screenapp.io, glbgpt.com | 20x = 100x Free vs 5x = 25x Free. Ratio: 20x gives 4x capacity for 2x price = objectively better value |
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| "20x gives faster bursts but similar weekly limits" | **❌ DOUBTFUL** | No source found | Anthropic doesn't publish separate "weekly limits" beyond rolling 5h windows. No evidence supports this claim |
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| "Keep sessions under 100k tokens" | **⚠️ IMPRECISE** | Guide existing (architecture.md:370) | Guide mentions 80-100K as degradation zone. Real threshold ~200K total with auto-compact at 75-92%. Reasonable but imprecise advice |
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| "Disable MCPs you're not actively using" | **✅ VALID** | Guide existing (ultimate-guide.md:1740) | Each MCP adds ~2K token overhead |
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| "Plan mode cheaper than trial and error" | **✅ VALID** | Guide existing (ultimate-guide.md:2274) | Consistent with 76% fewer tokens documentation |
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| "SSH from phone to dev machine" | **✅ VALID** | tools/mobile-access.md | Valid practice, already documented |
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| "Memory module from OpenClaw" | **❌ VAGUE** | Perplexity: no confirmation | No verifiable link between OpenClaw (AI chatbot framework) and rjyo/memory-search. Author appears confused |
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| "rjyo/memory-search" | **✅ EXISTS** | WebFetch GitHub | 15 stars, hybrid vector+BM25, installable skill. Minimal traction |
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### Critical Corrections
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**Main claim is likely FALSE**: The assertion that "5x has better value per dollar than 20x" contradicts public pricing ratios:
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- 5x Plan: $100/month = 25x Free tier capacity
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- 20x Plan: $200/month = 100x Free tier capacity
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- **Ratio**: 20x offers 4x capacity for 2x price = objectively better value per dollar
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Author may be confusing personal usage patterns (not utilizing 20x capacity) with objective value proposition.
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---
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## Challenge (Self-Critique)
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### Arguments for Score +1 (3/5):
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- "Disable unused MCPs" advice deserves more visibility (currently a sub-bullet)
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- `rjyo/memory-search` mention could enrich third-party-tools.md as lightweight alternative to Serena/doobidoo
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- "Proactive rate limit management" (session budgeting) is a genuine gap in the guide
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### Arguments for Score -1 (1/5):
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- Main claim (5x > 20x value) is **provably false** - integrating would misinform readers
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- Zero measured data, zero methodology, pure anecdote
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- Memory-search tool has 15 stars and 15 commits - too immature to recommend
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- OpenClaw attribution unverifiable - author credibility questionable
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### Challenge Verdict
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**Score maintained at 2/5.** False pricing claim disqualifies direct integration. Few valid insights (disable MCPs, session budgeting) are already covered or too minor to justify formal evaluation.
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### Missed Points
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None significant.
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### Risk of Non-Integration
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**Negligible.** Guide already covers everything valid in this comment.
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Only real risk would be missing `rjyo/memory-search` if tool gains traction, but 15 stars don't justify action now.
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---
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## Final Decision
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**Score**: 2/5 (Marginal)
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**Action**: **Do not integrate**
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**Confidence**: High
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### Rejection Rationale
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1. **Main claim (5x > 20x value) is provably false** based on public pricing ratios
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2. **All valid content already extensively covered** in guide
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3. **Memory-search tool too immature** (15 stars) to recommend
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4. **Source lacks authority** (anonymous Reddit comment with unverified claims)
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### Optional Minor Actions (Non-Blocking)
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- **Optional**: Make "disable unused MCPs" advice more visible in context management section (currently sub-bullet at ultimate-guide.md:1886)
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- **Watch list**: Monitor `rjyo/memory-search` if traction increases (>100 stars)
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- **Optional**: Add "proactive rate limit management" subsection to guide (session budgeting strategies) - but requires real data, not Reddit anecdotes
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---
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## Metadata
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- **Evaluation duration**: ~45 minutes (including Perplexity research, GitHub verification, guide cross-referencing)
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- **External sources consulted**: 2 (Perplexity Pro for pricing verification, GitHub for tool verification)
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- **Guide sections cross-referenced**: 7 (pricing, context management, MCP optimization, plan mode, mobile access, third-party tools, troubleshooting)
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- **Fact-checks performed**: 8
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- **False claims identified**: 2 (pricing comparison, OpenClaw attribution)
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