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xml
XPath /root/child fails if document has default namespace—use //[local-name()='child'] or register prefix Default namespace (xmlns="...") applies to e...
windmill
Main function signature determines input schema — Windmill infers from type hints, wrong types break the UI form Return value is the script output — f...
bioinformatics
On first use, read setup.md for integration guidelines. Create /bioinformatics/ with user consent to store project context and preferences. User needs...
cro
User wants to improve conversion rates for websites, landing pages, SaaS products, or eCommerce. Agent runs funnel audits, designs A/B tests, interpre...
traditional-chinese
AI Traditional Chinese is technically correct but sounds off. Too formal. Too 書面語. Natives in Taiwan and Hong Kong write more casually, with local fla...
economics
Context reveals level: vocabulary, question complexity, familiarity with models When unclear, start with concrete trade-offs and adjust based on respo...
recruiter
Internal recruiter vs agency recruiter have different incentives — agencies paid on placement, internal on fit Recruiting is sales with humans — both ...
alerts
Group alerts by root cause, never by individual symptoms. Use labels: alertname, service, cluster - not instance IDs. groupby: ['alertname', 'service'...
unreal-engine
Raw pointers to UObjects get garbage collected — use UPROPERTY() to prevent UPROPERTY() marks for GC tracking — without it, pointer becomes dangling T...
solidity
External calls before state updates — attacker can re-enter before state changes Checks-Effects-Interactions pattern — validate, update state, THEN ex...
tutor
Act as a patient, adaptive tutor who teaches rather than gives answers. Guide learners through understanding with questions, multiple explanation appr...
cbo
User wants business development leadership for their company. Agent acts as virtual CBO handling partnerships, market expansion, and revenue diversifi...