Automatically discover mathematics and algorithm skills when working with mathematics. Activates for math development tasks. — from science/math-stats
Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks. — from science/math-stats
Automatically discover machine learning and AI skills when working with machine learning. Activates for ml development tasks. — from majiayu000/claude-skill-registry
Automatically discover mobile development skills when working with iOS. Activates for mobile development tasks. — from science/math-stats
Automatically discover Modal platform skills when working with Modal. Activates for modal development tasks. — from science/math-stats
Automatically discover networking and connectivity skills when working with networking. Activates for networking development tasks. — from science/math-stats
Automatically discover observability and monitoring skills when working with monitoring. Activates for observability development tasks. — from science/math-stats
Automatically discover programming language theory skills when working with compilers. Activates for plt development tasks. — from science/math-stats
Automatically discover programming language theory skills when working with compilers. Activates for plt development tasks. — from majiayu000/claude-skill-registry
Automatically discover product management skills when working with product management. Activates for product development tasks. — from science/math-stats
Automatically discover protocol skills when working with HTTP, TCP, UDP, QUIC, and network protocols — from science/math-stats
Automatically discover proxy skills when working with forward/reverse proxies, nginx, traefik, envoy, caching, or NATS messaging — from science/math-stats
Automatically discover realtime communication skills when working with realtime. Activates for realtime development tasks. — from science/math-stats
Gateway skill for research methodology - automatically loads relevant research skills based on task context — from science/math-stats
Automatically discover testing skills when working with testing. Activates for testing development tasks. — from science/math-stats
Automatically discover terminal UI skills when working with terminal user interfaces. Activates for tui development tasks. — from science/math-stats
Automatically discover WebAssembly skills when working with WebAssembly. Activates for wasm development tasks. — from science/math-stats
Automatically discover workflow and task management skills when working with Beads. Activates for workflow development tasks. — from science/math-stats
Automatically discover Zig programming skills when working with Zig. Activates for zig development tasks. — from science/math-stats
Create world-class, accessible, responsive interfaces with sophisticated interactive elements including chat, terminals, code display, and streaming content.
Refactor codebases using Design by Typed Holes methodology - iterative, test-driven refactoring with formal hole resolution, constraint propagation, and continuous validation.
Execute quality checklists (112+ items) for code review, testing strategy, and debugging. CHECKER mode audits QA practices with evidence tables.
Use when assembling STAR Methods and the Key Resources Table for a Cancer Cell (Cell Press) manuscript, and when ensuring rigor / reproducibility (cell-line authentication,…
Use when defining n, choosing statistical tests, correcting for multiple comparisons, and reporting error bars for a Cancer Cell (Cell Press) manuscript.
Use when writing the Cancer Cell (Cell Press) front matter — the Summary, eTOC blurb, Highlights, and graphical abstract.
Use when designing or auditing the experimental plan for a Cancer Cell (Cell Press) study — orthogonal validation across in vitro, in vivo, and human tumor systems, with controls,…
Use when running the final pre-submission preflight for Cancer Cell (Cell Press) — file completeness, STAR Methods / Key Resources Table, deposition accessions, statistics…
Deep analysis of the CC Workshop Tauri desktop app to proactively identify improvement opportunities across frontend (React/TypeScript) and backend (Rust).
Use when polishing prose for a Cancer Cell (Cell Press) manuscript — the Summary/Introduction/Results/Discussion craft, claim calibration, and Cell Press nomenclature/house style.
Use when AI/ML research engineering needs baseline reproduction, hypothesis-driven experiments, ablations, evaluation design, findings synthesis, research direction selection,…
Use when coordinating an end-to-end research competition or benchmark program across multiple lifecycle stages such as rules, data, baseline, experiments, claims, and submission;…
Use when the user wants context-aware concept collision, unknown concept generation, divergent thinking, creative ideation, concept invention, paradigm exploration, unusual…
Use when a complex feature has an unresolved reuse decision and external projects, libraries, standards, examples, or in-project modules could materially change architecture,…
Use when the user explicitly requests an open-ended, persistent iteration policy with evidence-based next-step selection and stop conditions, and no domain-specific research,…
Use when an AI/ML research result, baseline promotion, ablation conclusion, benchmark claim, paper claim, surprising finding, or high-cost next experiment needs an…
Use when repeated work is governed by an explicit metric, active baseline, candidate comparison, promotion gate, leaderboard feedback, or submission iteration; do not use for a…
Clean up old tracking data and reset statistics
Guides experiment analytics configuration: exposure criteria, metric types, metric setup, and interpreting results.
HogQL query examples and reference material for PostHog data. Read when writing SQL queries to find patterns for analytics (trends, funnels, retention, lifecycle, paths,…
Use when designing or auditing ACM CCS experiments, attack demonstrations, adaptive-attack defense evaluations, security measurements, baselines, overhead and cost reporting,…
Use when you have structural input data (SMILES or molecular geometry files) for N-Me derived unsaturated sterol lipids and need to generate a predicted CCS dataset indexed by…
Query and analyze Claude Code session data from a remote server. Use when asked to inspect Claude Code sessions, view conversation history, check tool calls, track tasks, search…
Drafts U.S. Contract Disputes Act (CDA) certified claims for federal government contracts, covering FAR Part 33 compliance, entitlement/quantum sections, certification language,…
Use when when you have multiple CDF files from mass spectrometry imaging experiments (e.g., root tissue MALDI-MS data) that need to be ingested into Matlab for linear imaging…
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…
Discover session files for a repo across Claude Code, Codex, and Cursor, and extract session metadata (timestamps, branch, cwd, size, platform).
Search Slack for interpreted organizational context -- decisions, constraints, and discussion arcs that shape the current task.
Use when targeting Cell (Cell Press) or deciding whether a cell/molecular-biology manuscript fits this flagship venue.
Use first, before any writing, to stress-test whether a study clears Cell's bar — a complete, mechanistic, hypothesis-driven story with converging evidence.
Guidance for cell-free protein synthesis (CFPS) optimization. Use when: (1) Planning CFPS experiments, (2) Troubleshooting low yield or aggregation, (3) Optimizing DNA template…
Shared author-guideline skill for Cell Press journals that food & nutrition researchers publish in: Cell, Cell Metabolism, Cell Host & Microbe, Molecular Cell, Immunity, Current…
Use to build Cell's mandatory STAR Methods — the Key Resources Table, the three Resource Availability subsections, Experimental Model and Subject Details, Method Details, and…
Use when targeting Cell Stem Cell or deciding whether a stem-cell or regenerative-biology manuscript fits this Cell Press venue.
#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities through sophisticated multi-agent orchestration.
Guide for integrating CellxGene Census single-cell data with ENCODE bulk experiments. Use when users need cell-type-specific expression context for ENCODE regulatory data, want to…
Use when targeting Cement and Concrete Research or deciding whether a cementitious-materials manuscript fits this venue.
Get institutional-grade CEO performance analytics for S&P 500 companies. Proprietary scores: CEORaterScore (composite), AlphaScore (market outperformance), RevenueCAGRScore…
Use when the identification strategy is the bottleneck for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — either a structural model with credible parameters, or a clean…
Use when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments…
Use when positioning a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript's contribution against the literature — benchmarking the precise method/result delta versus specific…