research-paper-writing
Supports writing machine learning research papers for NeurIPS, ICML, and ICLR. Spans the process from design to submission.
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Find your next superpower If you are an agent, refer to our llms.txt for full access.Supports writing machine learning research papers for NeurIPS, ICML, and ICLR. Spans the process from design to submission.
Research a skill domain before building or improving a skill. Searches academic papers, practitioner blogs, and GitHub skill repos in parallel to find current best practices, domain gotchas, and existing skill patterns. Called by universal-skill-creator and improve-skills before writing any skill. Also load directly when the user asks to research a domain for a skill, find existing skills on a top…
Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be distilled into patterns, user segments, and prioritized next steps.
Use when working with the Resend email API — sending transactional emails (single or batch), receiving inbound emails via webhooks, managing email templates, tracking delivery events, managing domains, contacts, broadcasts, webhooks, API keys, automations, events, viewing API request logs, or setting up the Resend SDK. Always use this skill when the user mentions Resend, even for simple tasks like…
error handling and failure boundaries. Primary owner: runtime failure boundaries. Do not use for: Pino logging architecture. Use when this role is selected by the Agent-Vorcl-Flow router.
Read-only аудит обработки ошибок и логов — «тихие» падения, пустые catch, дыры в логах. Use when нужно НАЙТИ дыры без правок кода; чинить найденное — /resilience:harden (resilience)
Покрыть код обработкой ошибок (try/catch/finally) + грамотные логи без «тихих» падений. Use when код надо ИЗМЕНИТЬ — обернуть границы и добавить обработку; только найти дыры без правок — /resilience:audit, только логи — /resilience:logging (resilience)
Расставить/выправить структурное логирование — уровни, контекст, без секретов/PII. Use when правим именно логи (уровни/поля/дубли); обернуть код обработкой ошибок — /resilience:harden (resilience)
Цель роли resilience: session-first план, реализация в разрешённом scope и независимая проверка; Task Master только по явному выбору.
Resolves dynamically hashed Windows API names by brute-forcing observed hash constants against a wordlist of API/DLL names using common malware hashing algorithms (ROR13, djb2, FNV, CRC32). Activates for requests to resolve API hashes, identify hashed imports, or reverse an API hashing routine.
Use when you need to resolve an in-progress git merge/rebase conflict.
Wraps restore-from-exocortex.sh with a natural-language interface. Restores IWE memory on a new device or after data loss.
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