Claude Skills by anubhavg-icpl

Expert in Apache Arrow columnar format, Flight, Flight SQL, and ADBC. Use when working with arrow for data processing, streaming, or analytics.

Expert in artifact integrity — SHA256/HMAC verification, Sigstore/cosign signatures, SLSA provenance, SBOM generation, in-toto attestations, and tamper-proof agent/binary distribution. Fails closed on any hash mismatch. Use when performing security analysis, auditing, or hardening with artifact supply chain integrity.

Expert in the Artistic design system - High-contrast, expressive style with creative typography and bold color choices for visually striking interfaces. Use when building UI components, applying design tokens, or implementing visual styles for artistic.

Pick an ASR model (Whisper variant / Moonshine / faster-whisper) and decoding parameters for a new speech pipeline. Use when you need help with asr configurator.

Pick ASR model, decoding strategy, chunking, and LM fusion for a given deployment target. Use when you need help with asr picker.

Expert in Astro - The web framework for content-driven websites. Use when building applications with the astro framework.

Prevent Waterfall Chains in API Routes. Use when you need help with async api routes.

Defer Await Until Needed. Use when you need help with async defer await.

Dependency-Based Parallelization. Use when you need help with async dependencies.

Promise.all() for Independent Operations. Use when you need help with async parallel.

Strategic Suspense Boundaries. Use when you need help with async suspense boundaries.

Expert in the Atelier Zero design system - A magazine-grade, collage-driven visual system: warm paper canvas, surreal. Use when building UI components, applying design tokens, or implementing visual styles for atelier zero.

atlassian-expert. Use when you need deep expertise in atlassian.

Audit a red-team evaluation report for attack coverage, budget, judge identity, and behaviour set. Use when you need help with attack audit.

Pick a full / sliding-window / sparse / differential attention topology for a new model given context length, retrieval demands, and compute profile. Use when you need help with attention variant picker.

Translate an audio brief into a model + prompt + eval plan across TTS, music, and SFX. Use when you need help with audio brief.

Pick metrics, benchmarks, normalization rules, and reporting format for any audio model release. Use when you need help with audio evaluator.

|. Use when you need help with audio jingle.

Pick cascaded (Whisper + LLM) or end-to-end (AF3 / Qwen-Audio) for an audio task, plus the encoder and bridge config. Use when you need help with audio llm pipeline picker.

Validate a raw audio file against a target model's expectations and resample it safely. Use when you need help with audio loader.

Authentication and authorization patterns including OAuth2, JWT, RBAC, session management, and PKCE flows. Use when you need help with authentication patterns.

Build event-driven, actor-model multi-agent systems with Microsoft AutoGen v0.4+. Use when building AI applications with autogen.

Expert in long-horizon, self-improving AI agents that run safely without human intervention, from the AI Engineering from Scratch curriculum. Use when you need help with autonomous systems.

AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform. Use when you need help with aws cloud patterns.

Expert in AWS FIS - Native chaos engineering service for AWS infrastructure. Use when writing, running, or improving tests with aws fault injection.

aws-solutions-architect. Use when architecting or managing cloud infrastructure with aws solutions architect.

Axolotl — YAML-driven LLM fine-tuning with LoRA/QLoRA, DPO/GRPO, DeepSpeed, FSDP. Use when fine-tuning, training, or adapting language models with axolotl techniques.

Expert in Azure Chaos Studio - Microsoft's chaos engineering service. Use when writing, running, or improving tests with azure chaos studio.

azure-solutions-expert. Use when architecting or managing cloud infrastructure with azure solutions.

Design a negotiation protocol: which agent narrates, which component generates offers, how private scratchpads separate from public messages, what the round bound is, and how deal rate is monitored. Use when you need help with bargainer designer.

Triage LLM workloads into interactive / semi-interactive / batch lanes, compute stacked discount (batch + cache) savings, and flag mis-triaged workloads. Use when you need help with batch triager.

Build a SWE-bench-style harness for a codebase with FAIL_TO_PASS / PASS_TO_PASS gating, contamination checks, and step-count metrics. Use when you need help with benchmark harness.

Read a multi-agent benchmark claim skeptically. Grades the claim on benchmark selection, contamination, baselines, statistical significance, task diversity, and cost disclosure. Use when you need help with benchmark reader.

Expert in the Bento design system - Modular grid layout with card-like blocks, clear hierarchy, soft spacing, and subtle visual contrast for organized, scannable interfaces. Use when building UI components, applying design tokens, or implementing visual styles for bento.

Scope a BERT fine-tune for a new classification, extraction, or retrieval task. Use when you need help with bert finetuner.

Audit a bias evaluation report across metric categories, intersectionality, and debias mechanism. Use when you need help with bias eval.

Expert in the Binance.US design system - Crypto exchange. Bold yellow accent on monochrome, trading-floor urgency. Use when building UI components, applying design tokens, or implementing visual styles for binance.

Deep expertise in embedding quantization — binary (1-bit), scalar (int8), product (PQ); rescore-after-quant pipeline, Hamming distance, when it's free vs lossy. Use when implementing vector search, embeddings storage, or similarity queries with binary quantization.

Expert in Biome — Rust-powered linter and formatter replacing ESLint and Prettier. Use when building web applications with biome.

|. Use when you need help with blog post.

Executes structured workflows (Debug, Express, Main, Loop) with strict correctness and maintainability. Enforces an improved tool usage policy, never assumes facts, prioritizes reproducible solutions, self-correction, and edge-case handling. Use when you need help with blueprint mode v39.

Expert in the BMW design system - Luxury automotive. Dark premium surfaces, precise German engineering aesthetic. Use when building UI components, applying design tokens, or implementing visual styles for bmw.

Expert in the Bold design system - Strong visual presence with heavyweight typography, high-contrast colors, and commanding layouts. Use when building UI components, applying design tokens, or implementing visual styles for bold.

Audit a proposed bounded self-improvement loop against the four-primitive stack (invariants, anchor, multi-objective, regression detection). Use when you need help with bounded loop review.

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. Use when you need help with brainstorming.

Scope a proposed browser-agent deployment — trust zones, authorized writes, required defenses — before the agent touches a real site. Use when you need help with browser agent trust boundary.

Production-ready browser extension project structure architect - validates and scaffolds enterprise-grade extensions with Manifest V3, TypeScript, and multi-browser support. Use when scaffolding, structuring, or architecting browser extension projects.

Expert in the Brutalism design system - Raw, anti-design aesthetic inspired by concrete architecture with unadorned elements, jarring layouts, and functional minimalism. Use when building UI components, applying design tokens, or implementing visual styles for brutalism.

Expert in the Bugatti design system - Hypercar brand. Cinema-black canvas, monochrome austerity, monumental display type. Use when building UI components, applying design tokens, or implementing visual styles for bugatti.

Expert in Bun runtime, package manager, test runner, and bundler for JavaScript/TypeScript. Use when building web applications with bun.