migliora la semplicità, la chiarezza, la concisione e l'efficacia della scrittura. Usa "scrivi-bene" per attivarlo.
Scrivito integration. Manage data, records, and automate workflows. Use when the user wants to interact with Scrivito data.
Local Scanpy pipeline for single-cell RNA-seq QC, clustering, marker discovery, and optional two-group differential expression from raw-count .h5ad.
Process, quality-control, annotate, and visualize single-cell or single-nucleus RNA-seq datasets across tissues and species.
End-to-end single-cell RNA-seq workflow from 10X Genomics data to annotated cell types. Covers QC, normalization, clustering, marker detection, and cell type annotation.
End-to-end single-cell RNA-seq workflow from 10X Genomics data to annotated cell types. Covers QC, normalization, clustering, marker detection, and cell type annotation — from…
Scroll snap, scroll-driven animations, view transitions (same-doc/cross-doc), sticky, smooth-scroll, carousels — scroll-snap-type, animation-timeline scroll()/view(),…
Use when building scroll-driven animations — GSAP ScrollTrigger, CSS scroll-timeline, frame sequences, parallax, pin/scrub effects.
Use when triggering animations on scroll - reveal effects, parallax, sticky headers, progress indicators, or any scroll-linked motion.
Scroll areas inside a layout should be avoided wherever possible. When unavoidable, allow only one scroll axis at a time and always keep the user in control.
Analyze how far users scroll on key pages — content visibility, where users stop reading, and whether important content is being seen.
Use when building reveal-on-scroll, parallax, sticky or pinned sections, horizontal scroll, scroll-snap, or scrollytelling.
Design and implement high-quality scroll-triggered animation, parallax scrolling, smooth scroll, interactive scrolling, sticky scenes, scrollytelling.
Build reversible scroll-controlled visual transformations with a pinned or sticky stage, normalized progress, and video, image-sequence, canvas, SVG, or DOM renderers.
Build the foundation of an Apple-style scroll-driven video website — extract frames from a video, render them on canvas, and bind playback to scroll progress with a circle-wipe…
Build an immersive scroll-scrubbed "fly through the world" landing page for any industry or brand using Higgsfield.
Cache and reuse animated children once they slide into scrollback so terminal resets never occur.
Token-miser mode. Minimises token consumption in every response by eliminating all redundancy while preserving full technical accuracy.
Pre-mortems a risky change — deploy, migration, force-push — by haunting it with three ghosts before you ship.
Prepare a project for public release - open source, free giveaway, or commercial sale. Auto-invokes on natural language like "get this ready for open source", "scrub for release",…
Fetch, analyze, reproduce, and minimize GitHub issue reproductions. Use when asked to check if an issue reproduces, minimize a repro, analyze a bug report, or scrub/triage an…
Use this to strip PII (emails, credit cards, SSNs, phone numbers, IPs, IBANs) out of text before it is logged to a tracing backend or sent to a third-party model.
Outsider-perspective end-to-end review of a plan, PR, or code change. First questions intent and whether a simpler/more elegant approach would achieve the same goal, then traces…
Re-anchor adversarial self-scrutiny — stop coasting on your own recent output, re-examine whether it is actually sound (not merely confidently produced) through a fresh-context…
LLM-powered multi-attribute reranking of candidate sets via pairwise comparison. Supports canonical attributes (clarity, technical_depth, insight), custom prompts, model tier…
Compose semantic vectors in Scry -- embed concepts as @handles, search by cosine distance, debias with vector algebra, and diagnose signal loss.
Semantic code and knowledge search via the scrybe MCP server. Use search_code instead of Grep or Glob for conceptual questions about how the codebase works — finds the right thing…
Use when asked "why isn't in this query result", to trace a row through joins, or to decompose WHERE/JOIN-heavy SQL into per-step pass/fail attribution — generates ScryQL…
SCSS/Sassy CSS best practices and coding guidelines for maintainable, scalable stylesheets
Freeform design refinement for specs in draft state. Reads all artifacts holistically to identify cross-cutting design tensions, then revises artifacts directly.
Load before sculpting, retopology, UVs, baking or texture painting — ZBrush, Blender, Substance.
Three-dimensional art and sculptural thinking for art education. Covers additive and subtractive sculptural processes, armature construction, modeling in clay, carving principles,…
Strumento per esplorare, leggere e cercare la documentazione tecnica (ADK, Gemini, DeepSeek, Telegram) nella cartella docs/.
RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify dr — from…
RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify dr — from…
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or mul — from…
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or mul — from…
Deep generative models for single-cell omics. Use when you need probabilistic batch correction (scVI), transfer learning, differential expression with uncertainty, or mul — from…
Deep generative models for single-cell omics: probabilistic batch correction (scVI), semi-supervised annotation (scANVI), CITE-seq RNA+protein (totalVI), transfer learning…
SCX-Studio-Pro projesinde Gemini 3 Pro ve Gemini CLI araçlarının kullanımı, token optimizasyonu, gelişmiş agentic özellikler ve MCP server entegrasyonuna yönelik rehberlik sağlar.
SCX-Studio-Pro projesinde görsel üretim ve düzenleme için etkili prompt yazma tekniklerini, prompt derleme mantığını ve farklı AI modellerinin prompt gereksinimlerini açıklar.
Knowledge base from the SD-22 DMSMS Guidebook (DSPO, FY24 working draft). Use for managing Diminished Manufacturing Sources and Material Shortages (DMSMS) and obsolescence across…
프로젝트 분석을 통해 CLAUDE.md(개발자용)와 README.md/docs(소비자용) 문서를 동시 생성하는 스킬. "init", "CLAUDE.md 생성", "README 생성", "LLM 문서 만들어줘", "패키지 문서 생성" 등을 요청할 때 사용한다.
변경분을 확인해 conventional commits 메시지를 작성하고 git commit까지 수행. Use when 사용자가 sd-commit 스킬을 직접 지정해 호출할 때만 사용 (자동 트리거 금지).
The documentation craft skill (software-delivery document step / SDLC step 12). A PROCEDURE skill the generic agent runs to produce or refresh the docs a change requires — public…
simplysm 라이브러리에 대한 GitHub 이슈를 생성하는 스킬. "이슈 생성", "이슈 등록", "버그 리포트" 등을 요청할 때 사용한다.
Start an autonomous loop — re-feeds the same prompt until done
SI/업무시스템 요구사항을 분석해 spec.md 로 구조화 — 초안 배치(요건→설계 순차 빌드) + init 배치(코드-first 역작성 + [구현] 마킹) + 부분 수정 인라인 처리. Use when "요구사항 분석", "SI 분석", "업무시스템 spec 작성", "/sd-spec init" 을 요청할 때.
Use when open dependency-bot PRs need batch triage — classify every dependabot or renovate PR, merge the safe class sequentially under the housekeeping gate criteria, and park the…
既存プロジェクトの古いSD003を最新フレームワークへ安全に置き換える（廃止物の削除＋最新配備）。 プロジェクトのコード・データ（src/, .sd/specs/, .sessions/履歴, materials/ 等）は壊さない。 Use when: ユーザーが「SD003アップグレード」「フレームワーク置き換え」「古いsd003を最新に」…
The software-delivery VERIFY step skill — the STATIC-VALIDATION gate the generic agent runs at the verify step (/foundry:sd-verify, software-delivery verify step, step 7).
Use when a user asks an Agent to optimize text, stories, or optional multimodal references for Seedance 2.5 text-to-video, multi-reference generation, keyframes, storyboards,…
Use for SDAL Node.js backend/API route changes, auth/session, admin APIs, uploads/media, notifications/mail/push, database access, or backend contract fixes.
Сдача практических заданий Академии Hamidun прямо из Claude Code. Использовать, когда ученик говорит «сдать задание», «сдай задание N», «отправь задание на проверку», «проверь моё…
Diagnose AgentDeck Stream Deck/PTY option synchronization, cursor state, hook ingestion, and bridge state-machine issues.
Use when implementing tasks from a change's tasks.md. Triggers: "apply tasks", "implement the change", "work through tasks", "start implementing", "continue implementing", "apply…
Use when completing and archiving a change after all tasks are done and specs are synced. Triggers: "archive the change", "complete this change", "close out the change", "finish…
워크 패키지에 Agent Teams 멤버를 배정하고 멤버별 CLAUDE.md를 생성합니다. 멀티 도메인 프로젝트에서는 도메인별 배정을 지원합니다. Use when: "팀 배정", "멤버 할당", "팀 구성", "assign team", "allocate members"
Audit SDD artifacts, requirement-task traceability, surface selection, and completion evidence before implementation or final delivery.
Arranca una nueva feature SDD en este repo: calcula el siguiente identificador de spec, crea la carpeta specs/NNN-slug/ con los artefactos a partir de las plantillas de…