Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Use when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AWQ", "quantize LLM", "quantize MoE", "quantize VLM", or needs to produce a quantized HuggingFace checkpoint from a pretrained model using ModelOpt. Do NOT use for multi-candidate recipe exploration or optimization (use quant-recipe-search).
Cherry-pick merged PRs labeled for a release branch into that branch, then open a PR and apply the cherry-pick-done label. Use when asked to "cherry-pick PRs for release/X.Y.Z", "pick PRs to release branch", or "cherry-pick labeled PRs".
Authoritative pre-implementation discipline gate that fires when a new `.mjs` file is about to be authored. Stage 0 mechanical trigger; Stage 1 fast-path (sibling-file-lift pattern match) for matched patterns OR full Pre-Flight (ArchitectureOverview.md + ADR consultation + chief-architect framing) for novel directory choices. Closes the 0th-level discipline gap empirically demonstrated by `ai/daemons/wake/daemon.mjs` (originally misplaced in `ai/scripts/` as `bridge-daemon.mjs`) and `orchestrator-daemon.mjs` (PR #11008 same-class miss). Triggers: Use this skill before authoring or relocating any new `.mjs` file. Fires from `ticket-create` Stage 3 (Substrate), `ticket-intake` validation, `epic-review` Stage 3, and any direct authoring path. Sibling pattern match → 30-second fast-path; novel directory choice → full structural pre-flight before the file is written.
Serverpod Authentication — Signing in users, verify if they are authenticated, assinging scopes (e.g., admin). Use when adding features that require the user to be signed in.
Define Serverpod endpoints, use Session, pass parameters, and call from client. Use when creating RPC endpoints, working with Session, or client code generation.
File uploads in Serverpod — upload descriptions, verification, storage backends (database, S3, GCP). Use when implementing file uploads or cloud storage.
Build highly distinctive, production-ready Flutter interfaces with exceptional design fidelity. Include this skill whenever a user requests Flutter widgets, screens, or full apps.
Serverpod overview — what it is, project structure, how to work with. Always use at least once when working with projects that use Serverpod.
Remult patterns - entities, fields, repo() usage, lifecycle hooks, permissions (allowApi + apiPrefilter), upsert, customFilter, sqlExpression, ValueList enums, relations, BackendMethod, and keeping server-only / Node-only code (fs, sharp, ...) out of the client bundle with `import.meta.env.SSR`. Use whenever writing or modifying Remult entities, configuring API permissions, working with `repo()`, writing a BackendMethod, guarding server-only code, or building CRUD flows in any Remult-powered app (React, Angular, Vue, SvelteKit, Next.js, SolidStart, Nuxt).
Analyze OpenTelemetry GenAI semantic-conventions changes (PRs, CHANGELOG snapshots, date ranges, or releases when they exist) and produce compensating change plans for dotnet/extensions. The conventions now live in their own repo at open-telemetry/semantic-conventions-genai and cover gen-ai, mcp, openai, anthropic, aws-bedrock, and azure-ai-inference areas; the previous home was open-telemetry/semantic-conventions under the area:gen-ai label. Use when asked to "update OTel conventions", "check semantic-conventions-genai", "plan gen-ai convention changes", "bump genai semconv version", review gen-ai/MCP/provider convention PRs, or when given a PR number/URL, CHANGELOG snapshot, date range, or release version from either repo. Also use for "update OpenTelemetry", "bump semconv version", or "what changed in semantic-conventions-genai".