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Design the second-to-second and session-to-session core loop before features, since retention lives there. Reach for this at the start of design.
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Route everyday, well-defined work (single-file edits, test-writing, summarization, mechanical refactors, boilerplate) to a cheaper coding agent (Grok or Copilot CLI) instead of doing it in the main Claude session, escalating multi-file/architecture/debugging/security work to Claude. Opt-in via the `cheap_lane:` comfort-posture knob.
Authors, validates and packages a claude.ai Organization Skill — the intake questions, the trigger and scope exercises, then lint, pack and verify against measured platform constraints. Reach for this when someone wants to publish a Skill to their organization, or when an upload was rejected and the reason is unclear.
Drafts a reply to an inbound customer email, grounded in the account record and the published help-centre articles rather than in recall. Use when a customer emails about billing, a renewal or an outage, when a reply must cite current policy, or when a teammate asks for a first draft to edit.
基于 SOC 职业分类
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| name | design-the-core-loop |
| description | Design the second-to-second and session-to-session core loop before features, since retention lives there. Reach for this at the start of design. |
Features layered on a weak loop don't save it.
The moment-to-moment action and its reward (§3 #2).
What brings the player back this session and next.
Progression and meta on top of a proven loop.
Validate the loop holds attention before scaling.
A core-loop and session-loop design with the retention hooks and a meta layer.