HTML PPT Studio — author professional static HTML presentations in many styles, layouts, and animations, all driven by templates. Use when the user asks for a presentation, PPT, slides, keynote, deck, slideshow, "幻灯片", "演讲稿", "做一份 PPT", "做一份 slides", a reveal-style HTML deck, a 小红书图文, or any kind of multi-slide pitch/report/sharing document that should look tasteful and be usable with keyboard navigation. Triggers include keywords like "presentation", "ppt", "slides", "deck", "keynote", "rev...

developmentgobash

Htmx ExpertA

Expert in htmx — hypermedia-driven applications, server-rendered HTML over the wire. Use when building web applications with htmx.

developmentgophp

Htmx HypermediaA

Expert in HTMX, hypermedia-driven applications, and modern server-rendered UI patterns. Use when you need help with htmx hypermedia.

developmentjavascriptpython

Huggingface DesignA

Expert in the Hugging Face design system - ML community hub. Sunny yellow accent, monospace identity, cheerful and dense. Use when building UI components, applying design tokens, or implementing visual styles for huggingface.

designpythongo

Huggingface Spaces ExpertA

Expert in Hugging Face Spaces, Gradio, Streamlit, and Inference Endpoints. Use when deploying to or building on huggingface spaces edge/serverless platform.

devopspythongo

Hybrid MemoryA

Generate a Mem0-shaped three-store memory system (vector + KV + graph) with a fusion scorer, scope taxonomy, and temporal invalidation. Use when you need help with hybrid memory.

developmentrustsql

Hybrid PickerA

Pick between pure Transformer, Jamba-style hybrid, and pure SSM for a given workload. Use when you need help with hybrid picker.

development

Hybrid PlannerA

Build a hybrid planner — ChatHTN for provably-sound plans, AlphaEvolve for code search with a machine-checkable evaluator — and pick the right one for the problem. Use when you need help with hybrid planner.

developmentreact

Hybrid Search ExpertA

BM25 + dense vectors fused with RRF, alpha tuning, and SPLADE sparse-dense. Use when building or optimizing retrieval-augmented generation pipelines with hybrid search.

ai-agentspythonrust

Hyde ExpertA

Hypothetical Document Embeddings — generate a fake answer, embed that, then retrieve. Use when building or optimizing retrieval-augmented generation pipelines with hyde.

ai-agentspythonrust

HyperframesA

Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML. Use when asked to build any HTML-based video content, add captions or subtitles synced to audio, generate text-to-speech narration, create audio-reactive animation (beat sync, glow, pulse driven by music), add animated text highlighting (marker sweeps, hand-drawn circles, burst lines, scribble, sketchout), or add transitions between scenes (cro...

designgoshell

Ib Pitch BookA

|. Use when you need help with ib pitch book.

developmentrustshell

Ibm DesignA

Expert in the IBM design system - Enterprise technology. Carbon design system, structured blue palette. Use when building UI components, applying design tokens, or implementing visual styles for ibm.

developmentgoangular

Iceberg ExpertA

Expert in Apache Iceberg table format, REST catalogs, partitioning, and snapshots. Use when working with iceberg for data processing, streaming, or analytics.

developmentpythongo

Identity Governance Connector ValidatorA

RFC compliance validator for Identity Governance Connector implementations - OAuth 2.0, JWT, Token Exchange. Use when you need help with identity governance connector validator.

securitypythonrust

Image PosterA

|. Use when you need help with image poster.

developmentgoshell

Img2img ChooserA

Pick an image-to-image approach given paired vs unpaired data, domain specificity, and latency budget. Use when you need help with img2img chooser.

development

Incident ManagementA

Expert in incident response, on-call management, postmortems, and operational excellence. Use when automating CI/CD, deployments, or operations with incident management.

businesspythongo

Inference OptimizerA

Pick attention implementation, KV cache strategy, quantization, and speculative decoding for a new inference deployment. Use when you need help with inference optimizer.

development

Inference Platform PickerA

Pick an inference platform (Fireworks, Together, Baseten, Modal, Replicate, Anyscale, or custom silicon) given workload, SLA, budget, and operational constraints. Normalize per-token, per-minute, and per-prediction pricing. Use when you need help with inference platform picker.

developmentpython

Inference ServerA

Ship a speculative-decoding inference server with EAGLE-3 or P-EAGLE drafts, K8s autoscaling, and a full throughput/latency/cost report. Use when you need help with inference server.

devopskubernetesapi

Information ArchitectureA

Expert in information architecture, navigation design, and content organization. Use when you need help with information architecture.

developmentgotesting

Infrastructure And ProductionA

Expert in shipping AI to production at scale — serving, monitoring, optimization, and FinOps, from the AI Engineering from Scratch curriculum. Use when you need help with infrastructure and production.

devopsgokubernetes

Injection DefenseA

Build a PVE (Prompt-Validator-Executor) layer with source-tagged content, injection-marker scanning, and allowlist navigation for any agent runtime. Use when you need help with injection defense.

ai-agentsrustgo

Inngest Agent Kit ExpertA

Build durable, observable multi-agent networks in TypeScript with Inngest AgentKit. Use when building AI applications with inngest agent kit.

ai-agentstypescriptpython

Instructgpt ExplainerA

Diagnose an RLHF-family paper or pipeline against the three-stage InstructGPT reference. Use when you need help with instructgpt explainer.

development