Produce the smallest possible code change that fixes a specific, well-scoped issue (CI failure, reviewer comment, typo).
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.
Merge multiple fine-tuned models using mergekit to combine capabilities without retraining.
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT.
Nano Banana/Gemini image gen/edit: text/image input, 512-4K workflows.
Curate LLM training data: dedupe, filter, PII redaction.
NestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and production-grade…
Advanced Next.js patterns - middleware, Server Actions, caching with
Notion API + ntn CLI: pages, databases, markdown, Workers.
OKLCH color space and color usage for web projects.
Connect a new user's accounts, learn their real work, choose a voice, and set up concrete help.
Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date…
OpenAI Images API: batches, prompt sampler, gallery.
Autonomously optimize code for performance using CodSpeed benchmarks, flamegraph analysis, and iterative improvement.
Use the public `orca` CLI to operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, worktree comments…
Use only when the user explicitly types `/orchestrate <goal>` to decompose a large task, spawn a tree of parallel cloud-agent…
Clerk Organizations for B2B SaaS - create multi-tenant apps with org
Outlines: structured JSON/regex/Pydantic LLM generation.
Add and manage evaluation results in Hugging Face model cards.
Read, extract (text/tables), create, merge/split/rotate, watermark, encrypt,
macOS screen capture, accessibility inspection, and background-first app/window/UI automation with Peekaboo v4.