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