Use when you have paired spatial transcriptome and metabolome datasets (both as h5ad files with .obsm['spatial'] coordinate matrices and .
Guide users through omicverse's spatial transcriptomics tutorials covering preprocessing, deconvolution, and downstream modelling workflows across Visium, Visium HD, Stereo-seq,…
Execute Speak secondary workflow: Pronunciation Training with phoneme-level analysis. Use when implementing pronunciation drills, speech scoring, or targeted pronunciation…
Local text-to-speech generation using Chatterbox TTS on Apple Silicon. Use this when users request converting text to audio, reading articles/documents aloud, generating speech…
Create your first Speak AI tutoring session with pronunciation feedback. Use when starting a new Speak integration, testing your setup, or learning basic language learning API…
Monitor Speak API health, assessment latency, session metrics, and pronunciation score distributions.
Process and transform speaker content for various event contexts. Use when creating bios in multiple formats, writing session descriptions, drafting CFP submissions, generating…
Writes full speaker notes for each slide in a conference or panel presentation, giving the speaker natural, spoken-word language that expands on the slide content without simply…
Turn already-extracted YouTube artifacts (the JSON produced by the youtube-artifact-collector skill) into a structured Module→Feature→Requirement document, with each requirement…
Prowadzi całą budowę bloga dla klienta od zera do wdrożenia metodą spec-driven (specyfikacja → plan → implementacja fazami → CMS przez MCP → QA → deploy → instrukcja dla klienta),…
Run charter interview, generation, context, and sync workflows for project governance in Spec Kitty 3.x. Access doctrine artifacts programmatically via DoctrineService.
Drive the canonical spec-kitty next --agent control loop for mission advancement. Load agent profiles at init, apply action-scoped doctrine context at each step boundary,…
Review runtime-owned outputs using the Spec Kitty review workflow surface, then direct approval or rejection with structured feedback.
Inverse spec-writer — mines existing code into a .autopilot/spec.md describing what the code DOES. Analyzes public API, data models, business logic, test coverage gaps.
Generate structured software specifications for features, bug fixes, and products. Use when the user wants to create a spec, PRD, feature brief, requirements document, or when…
Comprehensive legal billing and time tracking specialist for accurate time capture, invoice generation, billing narrative writing, collections management, trust account c — from…
Install a pre-commit hook that scans .specstory/history for secrets before commits. Run when user says "set up secret scanning", "install specstory guard", "protect my history",…
Track all URLs fetched during SpecStory AI coding sessions. Run when user says "show my link trail", "what URLs did I visit", "list fetched links", or "show web fetches".
Organize SpecStory AI coding sessions in .specstory/history into year/month folders. Run when user says "organize my history", "clean up specstory", "sort my sessions", or…
Fetch project statistics from SpecStory Cloud. Run when user says "get project stats", "show SpecStory stats", "project statistics", "how many sessions", or "SpecStory metrics".
Summarize recent SpecStory AI coding sessions in standup format. Use when the user wants to review sessions from .specstory/history, prepare for standups, track work progress, or…
Analyze your SpecStory AI coding sessions in .specstory/history for yak shaving - when your initial goal got derailed into rabbit holes.
Use when you have large spectral libraries (thousands to millions of spectra) and need to search query spectra against them for peptide identification with tolerance for…
Use when you have tandem mass spectrometry data (LC-MS/MS in MGF, mzXML, mzML, or mzData format) and genomic data from a target organism, and you want to identify RiPPs by…
Use when you have a tandem mass spectrum with observed m/z peaks and a known peptide sequence (as a ProForma string, optionally with post-translational modifications), and you…
Use when you have an unknown query spectrum suspected to carry a post-translational
Transform comprehensive written content into purposeful spoken guidance. Use when adapting for speech, converting to spoken format, optimizing for listening, or creating audio…
Transcribe speech to text using the Speech framework. Use when implementing live microphone transcription with AVAudioEngine, recognizing pre-recorded audio files, configuring…
Transcribe audio to text with Whisper models via inference.sh CLI. Models: Fast Whisper Large V3, Whisper V3 Large.
Konuşma metni yazım aracı. Keynote, düğün toast, TED-style ve narrative arc formatlarında etkileyici konuşma metinleri üretir.
Design or revise Dungeons & Dragons 5e spells. Use when a DM or designer needs balanced 2024-first spell wording, correct spell block structure, and copy-paste-ready mechanics.
Spleeter is Deezer's open-source audio source separation library with pretrained models. It can split audio into 2, 4, or 5 stems (vocals, drums, bass, piano, accompaniment) and…
Use when you have transcript-level quantification (TPM or counts from Salmon/kallisto) and need to quantify the inclusion level of specific alternative splicing events (exon…
Writes a sponsorship proposal email — dedicated video, mid-roll mention, or product placement — addressed to a brand's marketing or partnerships contact.
Writes a sponsorship pitch email or one-page deck to a prospective brand partner, presenting the show's audience, format options, pricing, and the specific business case for why…
Generates original sports journalism articles by consuming real-time data from the sports-skills skills.
Use when the user is evaluating a deal structure — investment, partnership, joint venture, contract, sale — and suspects the structure is designed so the other side keeps the…
Use when writing the response to a Social Psychology Quarterly (SPQ) revise-and-resubmit. SPQ reviewers come from different sociological-social-psychology traditions and may pull…
Use to understand how Social Psychology Quarterly (SPQ) evaluates a manuscript — masked (blinded) review, the blinding check that temporarily rejects under-blinded papers, what…
Use when running the final pre-submission preflight for Social Psychology Quarterly (SPQ) via SageTrack / ScholarOne Manuscript Central — article type, blinded manuscript plus…
Use as the entry point for any Social Psychology Quarterly (SPQ) manuscript. Routes to the right SPQ sub-skill based on where you are in the lifecycle and which…
Use when drafting or polishing a Social Psychology Quarterly (SPQ) manuscript so it reads for a sociological-social-psychology audience, follows the ASA Style Guide, and fits the…
Build 2D games and animations using SpriteKit. Use when creating game scenes with SKScene and SKView, adding sprites with SKSpriteNode, animating with SKAction sequences,…
Guide for adding SQL function translations to dbplyr backends. Use when implementing new database-specific R-to-SQL translations for functions like string manipulation, date/time,…
Spatial omics analysis in Python. Use for spatial transcriptomics (Visium, Xenium, MERFISH), spatial clustering, neighborhood analysis, and visualization.
Manages a curated aphorism collection with full CRUD — content-based matching, themed search, thinker research, and database maintenance.
Hướng dẫn viết tài liệu Software Requirements Specification (SRS) theo chuẩn IEEE 830 và ISO/IEC/IEEE 29148, dựa trên template MSRS (jam01/SRS-Template).
Post-chain meta-review. Reads the run log dir produced by skill-chain.py (MANIFEST.json + per-skill .txt transcripts), evaluates how each skill performed against its job, and…
Staaten- und Gebietscheck St. Kitts und Nevis: migrationsrechtlicher Workflow für Herkunfts-, Transit-, Dokumenten-, Visum-, Schutz-, Passbeschaffungs-, Rückführungs- und…
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image — from…
Generate images using Stable Diffusion via HuggingFace Diffusers library locally or via API
Build a browser-based code editor with WebContainers: file tree, editor, terminal, and preview. Use when creating interactive coding environments, building educational tools, or…
Slide generation via Marp, reveal.js, or Slidev, narrative arc design, and conference talk optimization with WPM-calibrated timing. Use when creating or pacing presentations.
Extracts and structures source material (articles, transcripts, notes) into a talk summary with narrative arc, themes, metrics, and gaps. Auto-detects REX vs Concept type.
Generates 3-4 strategic talk angles with strength/weakness analysis, title options, CFP descriptions, and a peer feedback draft, then enforces a mandatory CHECKPOINT for user…
Steel-to-Stahl (mattwparas/steel Scheme) German translation validator with semantic preservation and type equivalence.
Writes concise, credible stakeholder updates: status, risks, decisions needed. No puffery.
Find pages and posts that haven't been updated in a long time. Categorize as fresh / aging / stale / archive-candidate.
Writes a reporter stand-up script — a piece to camera or piece to microphone delivered on location — with positioning notes, delivery guidance, and integration cues for the…
Extract coding standards and conventions from CONTRIBUTING.md, .editorconfig, linter configs. Use for onboarding and ensuring consistent contributions.