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docs: clarify AgentOps golden paths
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> Which workflow should I use? Find the right one in seconds.
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## Golden Paths
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Use these as the default user journeys before reaching for the full decision
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tree.
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| Situation | Start with | Continue with |
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|-----------|------------|---------------|
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| First repo setup | `ao quick-start` | `/quickstart`, then `/rpi "a small goal"` |
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| Small, obvious change | [Quick Fix](quick-fix.md) | `/implement`, then `/vibe --quick recent` |
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| New feature or broad change | [Complete Cycle](complete-cycle.md) | `/rpi "goal"` or `/plan` -> `/crank <epic-id>` |
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| Existing tracked backlog | `bd ready` | `/implement <issue-id>` or `/crank <epic-id>` |
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| Review-only checkpoint | `/council validate this PR` | `/vibe recent` before merge |
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| Terminal-native operation | `ao factory start --goal "goal"` | `ao rpi phased "goal"` and `ao rpi status` |
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## Decision Tree
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| I want to... | Use this workflow | Complexity | Key Skills |
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| Deploy infrastructure changes | [Infrastructure Deployment](infrastructure-deployment.md) | High | /plan, /implement, /vibe |
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| Work across multiple domains at once | [Multi-Domain](multi-domain.md) | High | /plan, /swarm |
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| Validate research assumptions before planning | [Assumption Validation](assumption-validation.md) | Medium | /research |
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| Understand a new codebase or extract patterns | [Knowledge Synthesis](knowledge-synthesis.md) | Medium | /research, /knowledge |
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| Understand a new codebase or extract patterns | [Knowledge Synthesis](knowledge-synthesis.md) | Medium | /research, /knowledge-activation |
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| Run a retrospective after completing work | [Post-Work Retro](post-work-retro.md) | Low | /retro, /post-mortem |
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| Improve system quality over time | [Continuous Improvement](continuous-improvement.md) | Medium | /retro, /vibe |
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| Manage a session from start to finish | [Session Lifecycle](session-lifecycle.md) | Low | (natural language) |
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### [Knowledge Synthesis](knowledge-synthesis.md)
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**When to use:** Onboarding to a new codebase, creating comprehensive docs, extracting patterns from multiple implementations.
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**Complexity:** Medium (30-60 min, single session)
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**Key skills:** /research, /knowledge
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**Key skills:** /research, /knowledge-activation
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### [Post-Work Retro](post-work-retro.md)
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**When to use:** After completing significant work, to capture learnings and identify improvements.
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