Use when when you have a new or updated R package available via a non-CRAN repository (such as r-universe) and need to verify it installs cleanly, passes R-CMD-check compliance,…
Use when before running any R function that wraps compiled C# methods or system executables (e.g., rawrr::readSpectrum), especially when the package depends on language runtimes…
Use when when deploying an R package from a non-CRAN repository (e.g., r-universe, Bioconductor, GitHub), or when verifying that a package build is reproducible and meets CRAN…
Use when you have multiple MSP (mass spectrum) library files to read and merge in R, and your computational task is time-consuming (e.g., structure extraction, SMILES assignment,…
R patterns: tidyverse data pipelines with dplyr/tidyr/purrr, native pipe |>, R6 classes, tidy evaluation with rlang {{, vctrs custom types, renv dependency management, ggplot2…
R performance best practices including profiling, benchmarking, vctrs, and optimization strategies. Use when optimizing R code.
Execute one apportionment wave pulse end to end with scout, implementation, docs, and validation.
Review an apportionment wave pulse or implementation using package-boundary roles and write panel findings.
Use when when you have obtained an R-based bioinformatic program (such as DNMS2Purifier.
R style guide covering naming conventions, spacing, layout, and function design best practices. Use when writing R code.
Manage apportionment waves in context/waves: find active wave, show status, create next pulse, and close waves.
Use when computing the 5D Compressed SMA Slope factor from user-supplied real OHLCV data or reviewing its bundled real-data validation metrics.
Use the bundled r2mcp MCP server for binary analysis, disassembly, and reverse-engineering tasks.
Build reactive/event-driven C# with R3 (Cysharp's modern reimplementation of Reactive Extensions). Covers the Observable/Observer model, the OnErrorResume error contract,…
React Three Fiber - 3D in React. Use when adding 3D elements to websites/apps. Product showcases, interactive backgrounds, 3D experiences.
Choose and configure React Three Fiber surface materials, PBR, transparency, and transmission. Use for mesh appearance and material cost; use shader guidance for custom GLSL or…
React Three Fiber post-processing - EffectComposer, bloom, depth of field, custom effects. Use when adding visual effects or enhancing rendered output.
Art-direct an EXISTING three.js / React Three Fiber scene to premium, cinematic quality — postprocessing (bloom, depth-of-field, N8AO, tone mapping), HDRI/PBR lighting, contact &…
Connect GSAP ScrollTrigger to React Three Fiber — Zustand bridge, useFrame animation, scroll progress to 3D transforms. The pattern for scroll-driven 3D product showcases.
Project upkeep: version control, changelog, docs. Run with a subcommand (vcs, changelog, docs) or no args to run all three.
Use when you need to understand or validate whether calling filter_mispicked_ions() (or similar R6 filter methods) with different copy_object settings will mutate your original…
Use when computing the 10D Time-Series Ranked Risk-Adjusted Trend factor from user-supplied OHLCV data or reviewing its bundled real-data validation metrics.
Use when computing the 10D Compressed Range Position factor from user-supplied OHLCV data or reviewing its bundled real-data validation metrics.
Für Verl-010 · Rabatte, Bibliotheken, Schulen, Bundles und Serien: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.
Rabatte Streichpreise Preisermäßigung PAngV: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Rabatte Streichpreise Preisermäßigung PAngV: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen.
Audit, tighten, and restructure CLAUDE.md and AGENTS.md memory files so the root file stays a short "where am I" plus rules instead of a changelog.
Process and resolve CodeRabbit automated PR review comments. Use when the user says "check rabbit review", "handle coderabbit comments", "resolve rabbit feedback", or mentions…
Talk to a family member or friend who's gone down a conspiracy, misinformation, or extremism rabbit hole — without blowing up the relationship or entrenching them further — using…
Draft a new README.md, or audit and improve an existing one, using patterns measured from 100 real, currently-trending GitHub repos rather than generic advice, and written in the…
Distill a book, paper, or thesis into a folder of terse per-concept cheatsheets with a README index. Use whenever the user asks to "read this PDF and turn it into a doc set",…
Write, edit, or audit prose in a specific person's saved voice, or strip machine-writing patterns when there is no voice to apply.
株式会社ラビのブランドスタイル（カラー・フォント・トーン）を適用する。 Rabi 名義の UI・ドキュメント・スライド・Artifact を作るとき、 または「Rabiスタイルで」と言われたときに使う。CSS デザイントークンを含む。
Race-day preparation — pacing, nutrition, aid stations, mental game plan, and taper check
async 関数の await 地点における状態競合リスクを検証する。async 関数を新規追加・変更したとき、または計画レビュー時に使用。
Comprehensive guide to race conditions. Master the concepts, implementation, best practices, and real-world applications of race conditions in professional environments.
Find upcoming races — running, trail, triathlon, cycling, swimming, and obstacle courses. Search by location, distance, sport, and date.
Goal to complete periodized marathon training plan in one shot
Parallel race-week consult producing a race-day brief
Racket-specific tooling, libraries, idioms, and language-oriented programming philosophy. Use when working with Racket code.
Drive the end-to-end release flow locally — context, version bump, build, validate, commit, publish, sync, tag, and post-release dev bump.
Radar - Collaudo siti con report ELI5 + dettagli tecnici
Automate Radar tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Safely update TRENDS.md (the AI Radar ledger): append evidence, move stages, manage observation_queue, source_rotation and strategy_notes without breaking the file contract.
Архитектура монорепо Radar (packages api web worker shared), скрипты npm, БД/geo и типичные потоки разработки.
Sample social/community sources (Reddit, Hacker News, YouTube, Hugging Face, and best-effort X/Instagram) for sentiment and leading-indicator buzz on every daily run.
Watch GitHub every daily run for behind-the-scenes movement — across watched REPOS (releases, merged PRs, hot issues), watched PROFILES/USERS (what a key author ships next), and…
Compute the radar's self-calibration: weekly funnel metrics (queue dynamics, exploration compliance, off-axis rate), a monthly hit/miss retrospective against what actually became…
Repair a source or tool that keeps failing — a broken/moved/stale feed, a 404, an empty result, a parse/JSON error — instead of logging "degraded" forever.
Verify a signal or evidence candidate for the AI Radar ledger: open primary sources, pin exact dates and authors, check source independence, and classify the result as citable…
Recovers heart and breathing rates in bpm from short-range CW (24 GHz) or FMCW mmWave (60/77 GHz, TI IWR/AWR) I/Q using Range FFT, clutter subtract, phase unwrap, bandpass, and…
Reverse engineering binaries using radare2 (r2). Analyze executables, disassemble code, find functions, extract strings, patch binaries, debug programs, and explore firmware.
時雨堂の 2D ベクターグラフィックスライブラリ raden の使い方・API リファレンス。Cranelift JIT による CPU 専用ラスタライズ、Blend2D 互換 API (Context / Path / Gradient / Pattern / Font / Matrix2D)、29 種類の合成モード (Porter-Duff +…
Stop being a \"nice\" manager. Learn Kim Scott's framework for caring personally while challenging directly—the combination that builds trust and drives performance.
Check that radin's own install under ~/.claude is complete and its optional companion tools are reachable.
Log feedback, bugs, follow-ups, or ideas raised mid-session as structured BACKLOG.md entries, so they survive past the conversation.
Run a thermo-nuclear code quality review over a scope (commit, PR, directory, or a range like "since yesterday") and log each finding as a BACKLOG.md entry instead of printing to…
Print the current project's BACKLOG.md to the terminal. Use for /radin-show, "show me the backlog", "what's in the backlog", "list backlog items", "print BACKLOG.md".
Show stats/gain output from every companion tool that ships one, side by side. Use for /radin-stats, "show me all my stats", "aggregate my tool gains", "what savings am I getting…
Remove everything install.sh copied into ~/.claude -- radin's agent, skills, and lib scripts. Use for /radin-uninstall, "uninstall radin", "remove radin", "tear down radin", "get…