Skills
101,174 packaged capabilities and playbooks for agents. Install any of them with one command.
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Diagnoses AI-induced uniformity, translationese, unnaturalness, argumentation, and reading load in Japanese text using a deterministic Rust CLI and visual inspection, and writes or fixes it on request. For Japanese academic papers and research reports, confirms the central thesis, terminology, argumentation, and DOCX/PDF delivery under an audit contract. Use when the user explicitly mentions suiko, asks whether Japanese text looks AI-generated, requests a naturalness score or final readability pass, wants a Japanese meeting note, report, guide, proposal, email, slide outline, blog, note, essay, academic article, or research report made natural and readable. Do not use for English text, image review, Markdown formatting alone, spelling or terminology normalization alone, or generic argument and author-voice review without a writing or revision task.
Investigate, optimize, or review software performance using representative measurements, profiles, budgets, and regression evidence. Use when latency, throughput, resource use, loading, rendering, bundle cost, or scalability is a primary concern. Do not use for speculative micro-optimization without a symptom, target, or demonstrated bottleneck.
Monitor and debug SuperPlane workflow executions. Inspect runs, diagnose failures, and manage execution queues. Use when a workflow fails, an execution is stuck, or the user wants to check run status. Triggers on "debug", "failed", "failure", "execution", "output channel", "passed but failed", "run status", "stuck", "queue", "troubleshoot".
Executive-level supply chain expertise for automotive manufacturing. Strategic purchasing, materials management, supplier development, and cost optimization aligned with IATF 16949 requirements. USE WHEN user says 'supply chain', 'purchasing', 'procurement', 'supplier', 'materials management', 'inventory', 'sourcing', 'vendor', 'BOM cost', 'PPV', 'should cost', 'make vs buy', 'RFQ', 'category management', or needs strategic guidance on automotive supply chain decisions. Integrates with AutomotiveManufacturing, A3CriticalThinking, and HoshinKanri skills.
Guide to implement and customize the Syncfusion WinForms ColorPickerUIAdv control. Use this when implementing color-selection interfaces with organized palettes (Recent, Standard, Theme), custom color groups, Office-style layouts, a 'More Colors' dialog, or runtime color additions in Windows Forms applications.
Implements Syncfusion Windows Forms GridGroupingControl for advanced data management with grouping, sorting, filtering, and hierarchical display. Use this when working with multi-level grouping, master-detail grids, nested table relationships, or data summaries with aggregates. The skill covers group-by operations, Excel-like filtering, dynamic record filters, hierarchical data structures, and enterprise-level grid capabilities.
Guide for implementing Syncfusion SfListView control in Windows Forms for creating list-based UIs with data binding, grouping, sorting, filtering, and selection capabilities. Use when building applications with item collections, Explorer views, contact lists, or product catalogs with sortable/filterable lists. Covers data binding, checkbox lists, grouped lists, filtered lists, and rich data display for list interfaces.
Implement and configure Syncfusion TextBoxExt control in Windows Forms - an enhanced textbox with custom borders, themes, and advanced text features. Use when you need styled textboxes with Office themes, custom border colors, multiline text with overflow indicators, character casing, text alignment, or RTL support. Covers theme integration, border customization, multiline configuration, and replacing standard TextBox controls with styled alternatives.
Operate Synology DSM File Station via WebAPI for major file workflows including listing, search, folder creation, rename, copy/move, delete, upload/download, and archive extract. Use when tasks need scripted NAS file operations with service address, username, and password loaded from environment variables. Note: compress is temporarily unavailable in this skill.
Motion craft for agent-built interfaces: duration and easing tokens, entrance choreography, hover/active micro-interactions, scroll-driven reveals, layout transitions, and prefers-reduced-motion compliance. Prevents the two AI-motion crimes: nothing moves at all, or everything moves forever. Stack on the design-taste core skill.
Systematic technical debt analysis across architecture, testing, documentation, and infrastructure. Investigates the codebase, scores findings by impact and effort, and generates a prioritized TECH_DEBT.md remediation plan. Delegates to specialized skills for code quality (scout) and linting (lint-fix). Use when assessing overall project health, planning cleanup sprints, or onboarding to an unfamiliar codebase.
Generate and verify unit or integration tests based on real code contracts. Use when the user asks to add tests for functions, classes, interfaces or bugs, improve coverage, generate regression cases or refine a testing strategy; read existing tests and callers first, do not guess null, exception or timeout behavior, and do not install frameworks or access production dependencies automatically.
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization. Applies the RED-GREEN-REFACTOR cycle to process documentation by running a baseline without the skill, writing to address failures, and iterating to close loopholes.
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.
Get current time in any timezone and convert times between timezones. Use when working with time, dates, timezones, scheduling across regions, "what time is it in X", "convert 3pm Sydney to London", DST checks, or when the user mentions specific cities/regions for time queries. Supports IANA timezone names. Do NOT use for date arithmetic (adding days/months), recurring event scheduling, business-day calculations, or full calendar/booking logic - those need a dedicated date library or scheduling tool.
One-stop Cloudflare setup for TinyShip: Workers + D1/Hyperdrive + R2 + Email Sending + Turnstile. Use when the user asks to "set up cloudflare", "all-in cloudflare", "deploy to workers", "configure d1", "configure r2", "cf setup", "cloudflare full stack", or wants to use the Cloudflare ecosystem for their TinyShip project.
Text-to-speech and speech-to-text via Together AI, including REST, streaming, and realtime WebSocket TTS, plus transcription, translation, diarization, timestamps, and live STT. Reach for it whenever the user needs audio in or audio out on Together AI rather than chat generation, image or video creation, or model training.
Use this skill to maintain SESSION_PROGRESS.md and track multi-session work — resuming, checkpointing, and handing off long tasks. Triggers include "resume work", "pick up where I left off", "what was I doing", "save progress", "checkpoint before I lose context", "are we done", or "I lost my SESSION_PROGRESS" — even if the user never says "session", as when they return to a multi-day refactor or ask you to write down where things stand. Applies to multi-phase work, cross-file refactors, and long debugging runs; skip it for quick one-file fixes. Do NOT use this skill for feature or milestone planning (see track-roadmap) or for a one-off summary or handoff doc that doesn't live in SESSION_PROGRESS.md (see work-summary).
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Use when you have a structured input bundle and want ranked hypothesis cards with experiment designs, kill criteria, and optional strategy.yaml export compatible with edge-finder-candidate/v1.
Design and improve human annotation programs for machine-learning training, validation, and evaluation data, including task and label schemas, active acquisition, annotator guidance, calibration, disagreement, adjudication, provenance, and cost-quality stopping. Do not use for general statistical inference, data storage pipelines, model training, or annotation-interface implementation; route those concerns to data-scientist, data-engineering, ml-engineering, or product-design-and-ux.
Systematically gather comprehensive travel itinerary requirements through structured discovery questions, MCP-powered research (Perplexity, Exa), and expert detail gathering. Use when users request travel planning, itinerary creation, or trip assistance requiring deep research and personalized requirements gathering. Outputs detailed requirements specification with day-by-day itineraries.
Triage supplied or imported security findings against a repository using its security policy and static code evidence. Accepts scanner reports, advisories, GitHub findings, and Jira or Linear tickets. Do not use for discovery, duplicate triage, runtime validation, or fixes.
Type-safe file uploads through tRPC with @falcondev-oss/trpc-typed-form-data. Use when uploading files / FormData through a tRPC procedure, or working with typedFormData(), createTypedFormData(), typedFormDataLink, createTypedFormDataPlugin, the file() validator / FileValue type (a stable alternative to z.file()), or ReactNativeFile / Expo file uploads over tRPC.
Use this skill when work needs durable planning, adaptive product slicing, discovery before delivery, resumable sprint execution, wave or initiative scaffolding, source-pack routing, closeout evidence, final audits, or repeatable product-agile workflow structure. Do not use it for small direct fixes that do not need a durable artifact, or for governance-only questions that belong to ub-governance.
UGC video format templates for skincare brands. Contains 20 TikTok-native, lofi video formats with shot-by-shot structure and AI video generation prompts. Use when the user wants to create skincare UGC content — routines, texture shots, ingredient education, or product showcases.
Track physical units and propagate measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dimensional checking, GUM uncertainty budgets, Type A and Type B evaluation, coverage factors and expanded uncertainty, Monte Carlo propagation, significant-figure and plus-minus reporting, error propagation through curve fits, CODATA constants, auditing Python code for stripped units or broken uncertainty propagation, and order-of-magnitude plausibility checks using dimensionless groups (Reynolds, Peclet, Damkohler, Knudsen, Biot, Womersley), characteristic scales such as diffusion time or Debye length, and observed magnitude ranges. Trigger on "is this number physically reasonable", "sanity check these units", "what regime is this flow in", or a result that looks off by orders of magnitude.
Unity 6 2D game development guide. Use when building 2D games, working with sprites, sprite atlas, SpriteRenderer, tilemaps, 2D physics (Rigidbody2D, Collider2D), 2D lighting, sorting layers, or sorting groups. Based on Unity 6.3 LTS documentation.
Unity 6 Input System guide. Use when handling player input, controls, gamepad, keyboard, mouse, touch, or XR controllers. Covers the new Input System package (recommended), Input Actions, Action Maps, Control Schemes, PlayerInput component, and input debugging. Based on Unity 6.3 LTS documentation.
Unpack and dump protected executables — UPX and commodity packers, custom crypters, commercial protectors like Themida and VMProtect, and .NET packers — by finding the original entry point, dumping from memory, and rebuilding the import table with Scylla, pe-sieve, or x64dbg. Use when a binary has high entropy, few imports, unnamed sections, or when analysis tools show almost no code.
Load this skill before implementing a fix for a barrier that may originate in a shared component, design system, renderer, or external dependency rather than this project's own code. Decide whether the responsible fix is local, an existing installed capability, or an upstream contribution before writing a workaround. Absolutely always record any temporary local divergence with an owner and removal condition. Under no circumstances open, comment on, or submit anything in an external project without explicit human approval.
Async communication patterns using message brokers and task queues. Use when building event-driven systems, background job processing, or service decoupling. Covers Kafka (event streaming), RabbitMQ (complex routing), NATS (cloud-native), Redis Streams, Celery (Python), BullMQ (TypeScript), Temporal (workflows), and event sourcing patterns.
React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.
Runs project compile, test, and lint commands between implementation and quality review. Gates simplify-and-harden behind machine verification. If checks fail, routes back to implementation with diagnostics for a fix loop. If checks pass, signals ready for the quality pass. Use after any implementation work completes and before simplify-and-harden. Essential for the inner loop's verify step.
[Hyper] Use this skill when the user asks to bump, set, or synchronize a semantic version across a node, rust, or python project, or to commit and push exactly the files that version change touched. Do not use it for a commit with no version change, a release plan or changelog, or a dependency upgrade that leaves the project version alone.
Analyze videos into a structured understanding index: scene detection, ASR transcription, per-scene VLM observations, silence windows, a fused timeline, and a writing brief. Use to understand, index, or summarize videos, and as an analysis stage before further creative work. Input a video file; outputs scenes.json, asr_result.json, vlm_analysis.json, silence_periods.json, timeline_fusion.json, and agent_narration_brief.md. Triggers: video understanding, analyze video, index video, understand video.
Refactor cluttered or flat interfaces so users instantly see what matters, using size, weight, contrast, and whitespace — not more color. Use when the user says 'it looks cluttered', 'everything competes for attention', 'it looks amateur/flat', 'users can't find the button', 'make this scannable', 'this screen is overwhelming', or shares a screen where nothing stands out. Audits the actual component: lists every element's current visual weight vs intended priority, then delivers refactored component code (CSS/TSX) with a before/after hierarchy table explaining each change. De-emphasizes secondary elements before amplifying primary ones, and applies Gestalt grouping via spacing.
Process source files into synthesised wiki pages. Always use this skill when the user says /wiki-ingest, 'import these files', 'process my clippings', 'ingest this article', 'I have new articles to add', 'turn this PDF into a wiki page', 'what's in my raw/ folder', or 'what have I ingested'. Also use when the user mentions dropping a file somewhere to process, wants to turn any document, article, or PDF into a wiki page, or asks about files in raw/ or ingested/ - even if they don't say 'ingest'. Treats raw/ as a flat queue; scans all files, synthesises knowledge into wiki pages, and moves each source to ingested/ as an atomic commit. When in doubt whether source material processing is being requested, use this skill. Requires filesystem read/write/move access.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.