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investor
Team first, market second, product third — great teams pivot, weak teams fail with great ideas Total addressable market must justify the outcome — sma...
powershell
Everything not captured goes to output — even without return or Write-Output return doesn't stop output — previous uncaptured expressions still output...
job-search
User is job hunting — searching for positions, applying to companies, or preparing for interviews. Agent handles opportunity tracking, company researc...
financial-literacy
Context reveals level: vocabulary, instrument knowledge, professional framing When unclear, ask about their role before giving specific advice Never p...
windows
Never hardcode passwords in scripts — use Windows Credential Manager: cmdkey /generic:"MyService" /user:"admin" /pass:"secret" $cred = Get-StoredCrede...
nutrition
User logs meal → calculate and store nutrition data User asks about nutrients → surface totals and gaps User tracks over time → show patterns and prog...
projects
User mentions a project → help define scope, create folder User adds tasks → capture in project context Regular review prompts → surface stalled proje...
video
Required: ffmpeg / ffprobe — core video processing Optional: whisper — local transcription for captions realesrgan — AI upscaling | Situation | Load |...
medicine
Context reveals level: vocabulary, clinical detail, professional framing When unclear, ask about their role before giving clinical guidance Never repl...
azure
Stopped VMs still pay for attached disks and public IPs — deallocate fully with az vm deallocate not just stop from portal Premium SSD default on VM c...
travel-planning
On first use, read setup.md for onboarding guidelines. Start helping naturally without technical jargon — users can always ask about storage details i...
graphql
| Topic | File | |-------|------| | Schema design patterns | schema.md | | Security and limits | security.md | | Performance optimization | performanc...