Claude Skills by anubhavg-icpl

Certificate-based client authentication and token binding for high-security OAuth 2.0. Use when implementing or validating rfc 8705 mtls protocol compliance.

Sender-constrained access tokens using DPoP for enhanced OAuth 2.0 security. Use when implementing or validating rfc 9449 dpop protocol compliance.

Autonomous agent that searches RFC standards online and refactors codebases for compliance. Use when implementing or validating rfc compliance agent protocol compliance.

Comprehensive multi-tenancy architecture guide using RFC standards for identity, authorization, and provisioning. Use when implementing or validating rfc multitenancy architecture protocol compliance.

Rich Hickey — Clojure, \"Simple Made Easy,\" immutability, hammock-driven design, decomplecting. Use when you want code review, architecture advice, or opinions in the style of rich hickey.

Expert in RisingWave streaming database with PostgreSQL-compatible materialized views. Use when working with risingwave for data processing, streaming, or analytics.

RL from AI Feedback — principle-driven critique, AI judges, scaling preference labeling without humans. Use when fine-tuning, training, or adapting language models with rlaif techniques.

Design an RLHF / DPO / GRPO alignment pipeline for a language model, including RM, KL, and data strategy. Use when you need help with rlhf architect.

Reward-model + PPO RLHF pipeline — when it still beats DPO and how to run it correctly. Use when fine-tuning, training, or adapting language models with rlhf techniques.

Expert in product and technical roadmap planning, prioritization, and communication. Use when you need help with roadmap planning.

Rob Pike — Plan 9, Go, \"less is exponentially more,\" concurrency primitives, composition over inheritance. Use when you want code review, architecture advice, or opinions in the style of rob pike.

Produce a role roster for a multi-agent system, naming the planner/executor/critic/verifier for a given task with explicit I/O schemas. Use when you need help with role designer.

Design a rollback-rehearsal test for a proposed autonomous workflow and audit the checkpoint backend for audit-trail persistence. Use when you need help with rollback rehearsal.

Design a shadow → canary → A/B → 100% rollout plan for a new LLM model or prompt template, with five canary gates, noise-floor-aware thresholds, and a seconds-fast rollback path. Use when you need help with rollout runbook.

Design an LLM model-routing plan — pick pattern (pre-route, cascade, ensemble), signals (task, length, embedding, confidence), and online quality gates. Use when you need help with router plan.

Given a workload profile, pick LiteLLM / OpenRouter / Portkey and produce a routing config. Use when you need help with routing config designer.

Specify the conditions under which an RSI pipeline must pause and wait for human review before the next cycle. Use when you need help with rsi cycle pause spec.

Expert in Rspack and Rsbuild — Rust-powered, webpack-compatible bundler. Use when building web applications with rspack.

ruby-rails. Use when writing, reviewing, or refactoring ruby rails code.

Expert in writing operational runbooks for incident response and procedures. Use when generating, improving, or structuring documentation with runbook writer.

Pick a production agent runtime (Agno, Mastra, LangGraph, provider SDK) for a given stack, latency budget, and operational shape. Use when you need help with runtime picker.

Pick a production runtime shape (request-response, streaming, queue, event, cron, durable) and wire observability. Use when you need help with runtime shape.

Expert in the Runway design system - AI video generation. Cinematic dark UI, media-rich layout. Use when building UI components, applying design tokens, or implementing visual styles for runwayml.

Rust GPT-4.1 Coding Beast Mode for VS Code. Use when you need help with rust beast.

Production-ready Rust coding standards enforcing idiomatic patterns, safety, performance, and maintainability. Use when enforcing rust coding conventions and style rules.

Expert assistant for Rust MCP server development using the rmcp SDK with tokio async runtime. Use when you need deep expertise in rust mcp.

Production-ready Rust project structure architect - validates and scaffolds enterprise-grade Cargo workspaces with best practices. Use when scaffolding, structuring, or architecting rust projects.

Rust systems programming patterns including ownership, traits, async runtime, error handling, and unsafe guidelines. Use when you need help with rust systems.

|. Use when you need help with saas landing.

Expert in designing multi-tenant SaaS architectures with isolation, scalability, and enterprise features. Use when designing system architecture or making technical decisions about saas multitenancy.

Multi-layered strategic architecture inspired by Sacred Games. Design systems with hidden connections, long-term vision, and intricate patterns that reveal themselves over time. Use when designing system architecture or making technical decisions about sacred games architect.

Author and inspect safetensors files — header layout, sharding via model.safetensors.index.json, mmap loading, and PEFT adapter format. Use when creating, converting, or publishing model files with safetensors.

Wire a layered safety pipeline around a target LLM app, run a six-family red-team range, and run a constitutional self-critique for a measurable harmlessness delta. Use when you need help with safety harness.

salesforce-developer. Use when developing salesforce applications.

Design a server-hosted agent loop using MCP sampling with the right modelPreferences, rate limits, and safety confirmations. Use when you need help with sampling loop designer.

Pick decoding strategy (greedy / temperature / top-k / top-p / min-p / speculative) for a given generation task. Use when you need help with sampling tuner.

Expert in the Sanity design system - Headless CMS. Red accent, content-first editorial layout. Use when building UI components, applying design tokens, or implementing visual styles for sanity.

Expert in SAP development including ABAP, Fiori, S/4HANA, and integration. Use when developing sap applications.

Expert in Static and Dynamic Application Security Testing. Use when performing security analysis, auditing, or hardening with sast dast.

Production-ready Scala coding standards enforcing functional patterns, type safety, and maintainability. Use when enforcing scala coding conventions and style rules.

Production-ready Scala project structure validation and scaffolding with sbt, featuring functional programming patterns, Typelevel stack integration, and modern Scala 3 idioms. Use when scaffolding, structuring, or architecting scala sbt projects.

Advise on durable-execution choice for a multi-agent production system. Picks between FastAPI + Postgres, LangGraph runtime, Temporal, Restate, or custom based on concrete load and state-retention needs. Use when you need help with scaling advisor.

Review a frontier-lab scaling policy (Anthropic RSP, OpenAI Preparedness, DeepMind FSF, internal) against the RSP v3.0 reference shape. Use when you need help with scaling policy review.

Triage an agent-deployment incident report against the Apollo three-pillar scheming framework. Use when you need help with scheming triage.

How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for experimental characterization. Also trigger when code imports `adaptyv`, `adaptyv_sdk`, or `FoundryClient`, or references `foundry-api-public.adaptyvbio.com`.

Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation. Use when you need help with benchling integration.

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Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing. Use when you need help with citation management.

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug dev...

Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools. Use when you need help with clinical reports.