Skills for your AI
Fits, evaluates, and interprets survival models on censored time-to-event data with scikit-survival, covering data preprocessing, model selection, C-index/AUC/Brier scoring, Kaplan-Meier and Nelson-Aalen estimation, and competing risks. Use when a user supplie
Scrapes any webpage into clean markdown via the Bright Data Web Unlocker API, handling bot detection and CAPTCHA. Use when the user provides a URL and wants its page content as markdown, when a target page has anti-bot protection, or when Bright Data credentia
Captures desktop screenshots on macOS, Linux, or Windows — full screen, a named app or window, the active window, or a pixel region — and reports the saved file path. Use when the user explicitly asks for a screenshot, names an app or window to capture, gives
Extracts business logic, functional modules, data entities, business rules, workflows, and value analysis from UI screenshots as structured JSON. Use when the user shares a UI screenshot and asks what the system does, what modules or data entities it contains,
Extracts feature lists and development task checklists from product screenshots, including competitive analysis highlights. Use when the user provides product screenshots and wants features, tasks, or a checklist extracted from them.
Analyzes UI screenshots to inventory clickable elements, input fields, navigation paths, state transitions, and user journeys as structured JSON. Use when given a UI screenshot and asked to list clickable elements, catalog inputs, map navigation, describe what
Reviews synthesized task lists against original screenshots and analysis JSONs for completeness, consistency, quality, and usability, producing a structured report with an APPROVED or NEEDS_REVISION verdict. Use when a task list needs QA against source screens
Merges UI, interaction, and business JSON analyses into a deduplicated, prioritized feature list with development tasks and a markdown task document. Use when the user provides three analysis JSON files and asks for cross-referencing, feature consolidation, ta
Converts UI screenshots into clean, responsive HTML/CSS, React, Vue, or Next.js code by analyzing layout, components, colors, and spacing. Use when the user shares a UI screenshot and wants front-end code, asks to convert a design image to code, or requests a
Extracts every visible UI component, layout structure, design pattern, and component state from an uploaded screenshot into a structured JSON report. Use when the user uploads a UI screenshot and asks for a component inventory, layout breakdown, design pattern
Researches and verifies historical, cultural, linguistic, technical, legal, military, and mythological details for scripts, returning cited briefs for approval. Use when a script needs period accuracy, cultural nuance, authentic dialogue, location detail, prof
Breaks down scripts into production-ready scene, character, location, prop, wardrobe, action, dialogue, arc, structure, and theme analyses for video editors. Use when an editor needs scenes labeled, characters and dialogue listed, locations or time periods ana
Develops conflicts, resolutions, dialogue, character arcs, symbolism, and genre scenarios for scripts, and checks them against tone, pacing, and character logic. Use when a writer needs conflict ideas, resolution paths, escalation dialogue, arc design, foresha
Crafts and refines character-driven script dialogue for tone, subtext, pacing, conflict, humor, authenticity, and exposition. Use when a writer needs dialogue lines, emotional tone shifts, naturalistic pacing, power dynamics, subtext, comedic banter, culturall
Gives scriptwriters specific, actionable feedback on drafts covering grammar, structure, characters, dialogue, plot, pacing, tone, genre fit, visual and emotional impact, originality, marketability, adaptability, and cultural sensitivity. Use when a writer sha
Formats screenplays, TV scripts, and stage plays to industry standards—scene headings, character names, dialogue, action, transitions, title pages, page numbers, templates, style guides, and checklists. Use when a writer needs script text corrected or standard
Generates, develops, and refines script ideas from brainstorm to pitch, covering concepts, plot, characters, worlds, themes, dialogue, and evaluation. Use when a writer needs idea lists, loglines, three-act outlines, character profiles, worldbuilding, genre bl
Analyzes and adjusts script pacing and rhythm across dialogue, scenes, action sequences, emotional beats, and episodic arcs. Use when a script feels too slow, rushed, or stagnant, when refining dialogue timing, action tension, transitions, or planning multi-ep
Analyzes and develops themes, motifs, symbolism and imagery across a script, from identification and research to consistency review and feedback planning. Use when a writer asks to find recurring themes or symbols, research historical or cultural context, brai
Advanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile t
Facilitates Scrum ceremonies, removes impediments, tracks agile metrics, and coaches teams. Use when planning sprints, running retrospectives or standups, resolving blockers, tracking velocity, refining backlogs, coordinating reviews, scaling agile across team
Guides single-cell omics analysis with scvi-tools probabilistic models, covering model selection, setup_anndata, training, and interpretation across RNA, ATAC, multimodal, spatial, and specialized modalities. Use when a user needs scVI, scANVI, PeakVI, totalVI
Writes executable Spec-Driven Development specifications that serve as unambiguous implementation contracts, including metadata, contracts, tests, and acceptance criteria. Use when a user gives a task description and needs a spec, asks whether a task is agent-
Triages deployment failures, fixes CI/CD pipeline and build issues, enforces security and reliability standards, plans monitoring and rollbacks, and debugs systematically. Use when a deployment fails, a build breaks, pipelines need hardening, or rollback and m
