Apply cognitive task analysis to expert work that depends on perceptual cues, branching judgment, and recurring monitoring loops.
Visual design exploration in Paper Desktop. Generate multiple variants as artboards on the Paper canvas, compare them side-by-side, collect feedback, iterate.
Expert guidance for writing professional Emacs Lisp code following the community-driven Emacs Lisp Style Guide by Bozhidar Batsov.
Apply Event Modeling to legacy systems using side-car pattern. Freeze old system, extract events, build new features without rewriting. Use when modernizing legacy applications.
Fix TypeScript errors, get diagnostics, rename symbols, find references, organize imports. Use when user needs IDE/LSP tools for code navigation, diagnostics, and refactoring.
Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side
AI-powered TCR-peptide-MHC interaction prediction using AlphaFold3 and deep learning for therapeutic TCR discovery, neoantigen validation, and T cell immunogenicity assessment.
Erzeugt einen konsistenten Satz Bilder (Slide-Hintergruende, Bildserien) via OpenAI gpt-image-1. Trigger bei 'Slide-Hintergrund', 'deck background', 'Folien-Bilder generieren',…
Cross-model benchmark for gstack skills. Runs the same prompt through Claude, GPT (via Codex CLI), and Gemini side-by-side — compares latency, tokens, cost, and optionally quality…
Compare two git branches side-by-side using a configurable diff tool (defaults to Beyond Compare) and temporary worktrees.
Slash-command entry point for outside-pipeline issue capture. Parses `/capture-issue
` (create-mode) or `/capture-issue --update ` (update-mode); spawns the…
Generate multiple design concepts for an app, compare them side-by-side, and implement the chosen direction.
Transform CHANGELOG entries into social content (LinkedIn, Twitter/X, Newsletter, Slack) in FR + EN. Use after releases or weekly to generate release notes, announcements, social…
Find all @deprecated APIs in the workspace, count their callers, and extract migration guidance. Produces a prioritized report sorted by call count so you know which deprecations…
Test coverage heatmap from lcov or JSON coverage data. Finds coverage reports, parses line coverage per file, and renders a color-coded file-tree heatmap as HTML.
Find unused exports, dead functions, and unreachable code across the workspace using LSP analysis. Cross-verifies detectUnusedCode with findReferences to eliminate false…
Full debug workflow using IDE bridge tools. Runs tests to find failures, sets conditional breakpoints, evaluates expressions in the debugger, identifies root causes, applies…
Dependency graph for a file or symbol. Calls getCallHierarchy and findReferences, builds a directed graph, and renders an interactive HTML force-directed graph.
Diagnostic dashboard across the workspace. Calls getDiagnostics, groups results by severity and file, and renders a sortable color-coded HTML table. Opens in the system browser.
Deep codebase exploration using IDE bridge LSP tools. Maps architecture, traces call chains, discovers entry points, and builds a mental model of unfamiliar code.
Continuous IDE monitoring using bridge tools. Checks diagnostics, test results, or terminal output. Designed for use with /loop for recurring checks.
Multi-language code quality sweep using IDE bridge tools. Runs diagnostics across all languages, auto-fixes lint errors, organizes imports, formats code, runs tests, and…
Safe refactoring with snapshot rollback. Creates a checkpoint, performs the refactoring using LSP rename and code actions, runs tests, and rolls back automatically if anything…
Deep PR review using IDE bridge LSP and GitHub tools. Analyzes diffs with code intelligence — follows definitions, checks references, inspects types, runs diagnostics, and posts…
Diagnose and fix TypeScript/language type errors using LSP diagnostics, hover, and code actions. For each type error, fetches the expected vs actual types, surfaces quickfix…
Creates a Quarto revealjs slide deck in slides/ with the project style guide. Use when a presentation is needed.
Bootstrap-обёртка — создаёт пустой репо `personal-guide` под аккаунтом пилота (плоское имя, без логина в названии; если ещё нет), затем вызывает /personal-guide-render для…
Persist plans to local project storage under .plans and open the saved markdown file in an existing Neovim pane in the same tmux window when available.
Multi-agent slide review (visual, pedagogy, proofreading). Use for comprehensive quality check before milestones.
강의 가이드(guide/)를 slidev 슬라이드(slides.md)로 변환하여 교육용 프레젠테이션을 처음부터 생성한다. 이 스킬은 slidev 스킬보다 우선한다 — 사용자가 슬라이드를 "만들어줘", "생성해줘", "작성해줘" 또는 가이드를 "프레젠테이션으로 변환"하거나, "장표 작업", "슬라이드 장표",…
Compare multiple strategies or directions (long vs short vs both) on the same symbol. Generates side-by-side stats table.
Evaluate a vendor — cost analysis, risk assessment, and recommendation. Use when reviewing a new vendor proposal, deciding whether to renew or replace a contract, comparing two…
Map the write path of a project across multiple frameworks — entry points, validation, auth, persistence, side-effects. Outputs report, Mermaid diagrams, JSON sidecar.
Record a decision (what + why) on a parked card and lower the human gate from `decision` or `session` to `none`.
Use when creating a plan using Plan model and enhancing structured design plans in Cursor Plan mode for Java implementations.
Implement, review, or improve Live Activities and Dynamic Island experiences in iOS apps using ActivityKit.
Verify a Metica + AppLovin MAX integration's runtime ad lifecycle on a connected device (Android logcat / iOS idevicesyslog), and compare a holdout-user route against a trial-user…
Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.
core framework for defining and measuring agent quality. Use this to shift from traditional software verification to agent validation using the "Outside-In" approach and the Four…
Agent orchestrateur central qui analyse chaque demande utilisateur et ACTIVE automatiquement le skill ou l'agent le plus adapte.
Classify a review guide file by assigning metadata and finding similar existing guides.
Import external content (file, URL, or repository directory) as a reviewguide with proper metadata.
Designs algorithms with formal analysis — Big-O/Theta/Omega, amortized analysis, recurrence relations (Master theorem), correctness proofs (loop invariants, induction, reduction),…
Algorithms and data structures from first principles through advanced analysis. Covers sorting (bubble, insertion, selection, merge, quick, heap, radix), searching (linear,…
Generiert eine weitere alternative Marktdefinition mit juristischer und oekonomischer Begruendung. Benennt einzuschliessende Produkte und Regionen begruendet den Einschluss mit…
Guide for AI agent to use the tools offered by this library to perform analytic tasks. — from majiayu000/claude-skill-registry
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates.
Reply to comments on a LinkedIn post via Unipile — drafts thread-aware replies grounded in the user's voice and the conversation context, then sends on approval.
Use when an approved ai-architecture.md defines an Anthropic Claude capability whose model calls tools or takes side-effecting actions.
Эксперт по API reference документации. Используй для создания справочников по API, описания endpoints и примеров запросов. — from Nir-Bhay/markups
Эксперт по API reference документации. Используй для создания справочников по API, описания endpoints и примеров запросов. — from majiayu000/claude-skill-registry
Enforce strategic programming discipline when modifying existing code. Guide through STOP-ASK-DECIDE-VERIFY workflow with urgency tier assessment…
Definiert die dritte Wuerfel-Achse — Arbeitsblaetter als Perspektiven die ueber denselben Dokumentenstapel laufen aber jeweils eine andere Brille aufsetzen.
Ask colleague — a *different* backend/model than you (e.g. a local vLLM Qwen) — to take a scoped repo task off your plate, then fold its answer back.
Applies Columbia Suicide Severity Rating Scale and structured risk assessment frameworks. Use when assessing suicide risk, documenting safety evaluations, or creating safety plans.
Tracking and registration fundamentals for augmented reality. Covers the six classes of tracking (marker, markerless, inertial, SLAM, outside-in, inside-out), registration error…
Design roadside signs and large-format ads for businesses, especially automotive dealers. Use for pylon signs, monument signs, lot banners, highway billboards, digital roadside…
Use when setting up, troubleshooting, or modifying the shared hooks and agent-callable utility scripts that enforce the autonomous dev/review workflow.
Creative presentation design advisor for B2B. Matches and selects the right style, theme, and template based on iCE Corporate Identity (CI) and user requirements.
Use when backend work requires contract-first thinking, schema changes, permission checks, side-effect analysis, or test planning.