Automatically discover deployment and release skills when working with deployment. Activates for deployment development tasks.
Score 70/100
Automatically discover diagram and visualization skills when working with flowcharts, sequence diagrams, architecture diagrams, ER diagrams, Gantt charts, mindmaps, or any visual…
Score 70/100
Automatically discover distributed systems skills when working with consensus, CRDTs, replication, partitioning, and distributed algorithms
Score 70/100
Automatically discover eBPF and kernel skills when working with eBPF. Activates for ebpf development tasks.
Score 70/100
Automatically discover software engineering practice skills when working with engineering practices. Activates for engineering development tasks.
Score 70/100
Automatically discover formal methods and verification skills when working with formal methods. Activates for formal development tasks.
Score 70/100
Automatically discover frontend development skills when working with React, Next.js, UI components, state management, data fetching, forms, accessibility, performance…
Score 70/100
Automatically discover infrastructure and DevOps skills when working with infrastructure. Activates for infrastructure development tasks.
Score 70/100
Automatically discover intermediate representation and compiler skills when working with intermediate representation. Activates for ir development tasks.
Score 70/100
Automatically discover mathematics and algorithm skills when working with mathematics. Activates for math development tasks.
Score 70/100
Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks.
Score 70/100
Automatically discover mobile development skills when working with iOS. Activates for mobile development tasks.
Score 70/100
Automatically discover Modal platform skills when working with Modal. Activates for modal development tasks.
Score 70/100
Automatically discover networking and connectivity skills when working with networking. Activates for networking development tasks.
Score 70/100
Automatically discover observability and monitoring skills when working with monitoring. Activates for observability development tasks.
Score 70/100
Automatically discover programming language theory skills when working with compilers. Activates for plt development tasks.
Score 70/100
Automatically discover product management skills when working with product management. Activates for product development tasks.
Score 70/100
Automatically discover protocol skills when working with HTTP, TCP, UDP, QUIC, and network protocols
Score 70/100
Automatically discover proxy skills when working with forward/reverse proxies, nginx, traefik, envoy, caching, or NATS messaging
Score 70/100
Automatically discover realtime communication skills when working with realtime. Activates for realtime development tasks.
Score 70/100
Gateway skill for research methodology - automatically loads relevant research skills based on task context
Score 70/100
Automatically discover testing skills when working with testing. Activates for testing development tasks.
Score 70/100
Automatically discover terminal UI skills when working with terminal user interfaces. Activates for tui development tasks.
Score 70/100
Automatically discover WebAssembly skills when working with WebAssembly. Activates for wasm development tasks.
Score 70/100
Automatically discover workflow and task management skills when working with Beads. Activates for workflow development tasks.
Score 70/100
Automatically discover Zig programming skills when working with Zig. Activates for zig development tasks.
Score 70/100
Create world-class, accessible, responsive interfaces with sophisticated interactive elements including chat, terminals, code display, and streaming content.
Score 70/100
Refactor codebases using Design by Typed Holes methodology - iterative, test-driven refactoring with formal hole resolution, constraint propagation, and continuous validation.
Score 70/100
Execute quality checklists (112+ items) for code review, testing strategy, and debugging. CHECKER mode audits QA practices with evidence tables.
Score 70/100
Extract conversation skeleton or error signals from a single session file at a given path. Invoked by session-research agents after they have selected which sessions to deep-dive…
Score 70/100
Discover session files for a repo across Claude Code, Codex, and Cursor, and extract session metadata (timestamps, branch, cwd, size, platform).
Score 70/100
Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs that shape the current task.
Score 70/100
Guidance for cell-free protein synthesis (CFPS) optimization. Use when: (1) Planning CFPS experiments, (2) Troubleshooting low yield or aggregation, (3) Optimizing DNA template…
Score 70/100
Academic paper writing skill for 3D vision, computer graphics, CAD, and 3D understanding. Covers NeRF, 3DGS, SLAM, point cloud processing, 3D shape understanding/generation, CAD…
Score 70/100
[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and…
Score 70/100
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, rollback…
Score 70/100
Expert in resilience testing, fault injection, and building anti-fragile systems using controlled experiments.
Score 70/100
Provides chaos engineering best practices for resilience testing, fault injection, and game day planning.
Score 70/100
Design and document chaos engineering experiments. Guide steady state baseline, hypothesis formation, failure injection plans, and results analysis.
Score 70/100
Implements character movement systems using CharacterBody2D/3D, including platformer physics, 3D FPS controllers, and advanced movement mechanics.
Score 70/100
Break LLM name defaults with external entropy. Use when character names cluster around statistical medians (Chen, Patel, Maya, Marcus), when cast has collision risks, or when…
Score 70/100
Check manuscript compliance with medical research reporting guidelines. Supports 33 guidelines including STROBE, CONSORT, STARD, STARD-AI, TRIPOD, TRIPOD+AI, ARRIVE, PRISMA,…
Score 70/100
Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data
Score 70/100
Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies,…
Score 70/100
Ionic, covalent, and metallic bonding, Lewis structures, VSEPR theory, molecular geometry, polarity, and intermolecular forces.
Score 70/100
Convert between IUPAC names, SMILES strings, molecular formulas, and common names for chemical compounds.
Score 70/100
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass…
Score 70/100
Analyzes events through chemistry lens using molecular structure, reaction mechanisms, thermodynamics, kinetics, and analytical techniques (spectroscopy, chromatography, mass…
Score 70/100
ChIP-seq quality control metrics including FRiP (Fraction of Reads in Peaks), cross-correlation analysis (NSC/RSC), library complexity, and IDR (Irreproducibility Discovery Rate)…
Score 70/100
Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks. Visualize signal around peaks, TSS, or custom regions.
Score 70/100
Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators.
Score 70/100
Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding…
Score 70/100
Format citations and bibliographies in multiple academic styles (APA, IEEE, Chicago, Harvard, MLA, Nature, Science).
Score 70/100
Deep learning-based variant calling from long reads using Clair3 for SNPs and small indels. Use when calling germline variants from ONT or PacBio alignments, particularly when…
Score 70/100
Clarify ambiguous requests by researching first, then asking only judgment calls; stop before implementation.
Score 70/100
Human-first UX strategy. Solve the right problem before solving it beautifully. Use when the user says "clarity", "clarity ux", "ux research".
Score 70/100
Spawn and manage Claude sub-agents for parallel or delegated tasks. WHEN: User needs parallel operations, multi-step autonomous research, or wants to delegate complex tasks to…
Score 70/100
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or…
Score 70/100
Essential reference for ALL Claude Code artifact work (Skills, Commands, Subagents, Hooks, Plugins). Automatically activates when creating, updating, validating, or discussing any…
Score 70/100
Expert assistant for conducting remote experiments with Claude-Light - a web-accessible RGB LED and spectral sensor instrument for statistics, regression, optimization, and design…
Score 70/100