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Decide deliberately what lives on-chain vs off-chain on cost and privacy grounds. Reach for this on any data-placement question.
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想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
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 | split-on-off-chain |
| description | Decide deliberately what lives on-chain vs off-chain on cost and privacy grounds. Reach for this on any data-placement question. |
'Store it on-chain to be safe' is usually wrong on both cost and privacy — every byte is paid for forever and public (§3 #4).
Consensus-critical (balances, ownership, commitments) vs ancillary (metadata, media, history).
Storage slots × gas-per-slot × price via blockchain_web3_calc.py storage-cost (§3 #4).
IPFS/Arweave/indexer with an on-chain hash/pointer for integrity (§3 #4).
On-chain data is public forever — confirm nothing sensitive lands on-chain (§3 #4, §2).
An on/off-chain placement with the cost+privacy trade made explicit and a hash-pointer pattern where apt. Traverse Tree 2 in the decision-trees file.