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v1.7.6 — Scenario Guides & Karpathy Comparison

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@uditgoenka uditgoenka released this 20 Mar 12:21
v1.7.6
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What's New

📖 10 Scenario-Based Guide Examples (guide/scenario/)

Real-world, end-to-end walkthroughs of /autoresearch:scenario applied to specific domains. Each guide includes command config, 5-6 example situations across the 12 exploration dimensions, chain patterns, and domain-specific tips.

Guide Domain Key Dimensions
Real-Time Chat Messaging software concurrent, recovery, temporal
Multi-Tenant SaaS Onboarding software permission, data variation, state transition
CI/CD Pipeline Deployment software recovery, error, state transition
Healthcare Appointment Scheduling business temporal, permission, concurrent
Social Media Content Moderation product edge case, abuse, scale
IoT Firmware Updates software recovery, error, scale
Document Collaboration software concurrent, state transition, permission
Cross-Border Wire Transfers security abuse, permission, integration
Search Autocomplete software edge case, scale, data variation
Mobile Push Notifications product scale, temporal, data variation

📊 Karpathy vs Claude Autoresearch Comparison (COMPARISON.md)

Comprehensive 525-line comparison document covering:

  • Origin story — how a 630-line Python script inspired a universal skill system
  • Core loop comparison — same DNA, different expression
  • 7 shared principles — mapped between both implementations
  • Domain generalization — ML-only vs any measurable metric across 10+ domains
  • Command surface — 1 script vs 8 specialized subcommands with chaining
  • 30+ feature-by-feature comparison tables — verification, safety, git integration, setup, workflows
  • 14 built-in features Claude Autoresearch adds beyond Karpathy's original
  • What Karpathy's version has that Claude Autoresearch doesn't (GPU training, immutable evaluation)
  • Philosophy divergence — minimal/opinionated vs generalized/modular
  • When-to-use-which decision guide

Housekeeping

  • Version bump: 1.7.5 → 1.7.6 across all 5 version locations
  • Updated README repo structure tree with new files
  • Updated guide index to link to scenario subfolder
  • Synced distribution files (.claude/ → claude-plugin/)

Full Changelog: v1.7.5...v1.7.6

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