Complete glitch art, datamosh, and video distortion effects system. PROACTIVELY activate for: (1) Datamosh/pixel bleeding effects, (2) VHS/analog glitch simulation, (3) Digital…
Graceful degradation workflow for ffmpeg encoding failures with progressive fallback strategies
Orchestrates complex video and audio processing pipelines using FFmpeg and FFprobe with scene detection via PySceneDetect.
FFmpeg media processing — video/audio conversion, trimming, encoding, filters, streaming. CLI and ffmpeg.wasm patterns.
Automated video and audio transcoding using FFmpeg with hardware-accelerated encoding via NVENC/VAAPI, HLS adaptive streaming output, and MediaInfo-based quality validation.
Complete FFmpeg noise reduction and denoising for video and audio. PROACTIVELY activate for: (1) Video denoising (nlmeans, hqdn3d, vaguedenoiser), (2) Hardware-accelerated…
FFmpeg video and audio processing patterns. Use when transcoding video/audio, extracting clips, adding filters, merging media, creating thumbnails, or batch processing media files.
Complete shape and graphics overlay system. PROACTIVELY activate for: (1) Drawing rectangles (drawbox), (2) Grid overlays (drawgrid), (3) Circles and ellipses (geq), (4) Image…
Complete FFmpeg video stabilization and 360/VR video processing. PROACTIVELY activate for: (1) Video stabilization (deshake, vidstab), (2) Hardware-accelerated stabilization…
Complete video transition system. PROACTIVELY activate for: (1) xfade transitions (40+ types), (2) Fade in/out effects, (3) Crossfades and dissolves, (4) Wipe transitions…
Comprehensive FHIR (Fast Healthcare Interoperability Resources) software development assistant. Use when working with FHIR APIs, implementations, or healthcare data exchange.
Applies best practices for logging, project structure, and environment variable usage specifically to the main application file.
Apply deep knowledge of Fiber scheduling to reason about rendering priorities, preemption, and starvation avoidance.
Fibery integration. Manage Workspaces. Use when the user wants to interact with Fibery data.
Automate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Use when writing or editing novels, short stories, or any fiction manuscript. Trigger on: 'write fiction', 'edit my novel', 'developmental edit', 'line edit', 'character voice',…
Simulates a TELEX machine connecting to a historical news wire, translating user queries into period-appropriate requests and returning short text passages.
Fidel integration. Manage data, records, and automate workflows. Use when the user wants to interact with Fidel data.
Fidel API integration. Manage Persons, Organizations, Deals, Leads, Projects, Activities and more. Use when the user wants to interact with Fidel API data.
Automate Fidel API tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Accesses brokerage and retirement account data from Fidelity Investments via Playwright with Chrome cookie authentication.
Clerk for Crown fiduciary breaches, fund mismanagement, conflicts of interest, and failure to protect reserve lands; use for Fiduciary_Duty_Negligence queue.
Dependent picklists in Salesforce: controlling field (picklist or checkbox), dependent picklist, valueSettings matrix in metadata, API behavior via SOAP/REST, LWC…
Extract structured fields from unstructured log data using OPAL parsing functions. Covers extract_regex() for pattern matching with type casting, split() for delimited data,…
Identifying species in the field using dichotomous keys, gestalt recognition, diagnostic features, and habitat context.
Drafts field-of-use restriction clauses for IP licensing agreements. Covers grant language, prohibited activities, audit rights, breach remedies, and dispute resolution.
Field-level permission system for controlling per-field read/write access by role. Apply when working with field masking middleware, field permission defaults, the FieldPermission…
User-controlled feedback to the Triptych maintainer. Mines the current session for context, sanitizes locally, drafts a GitHub issue body, asks the user to review the full draft,…
Synchronizes entity field changes across DTOs, services, frontend, and dictionary seeds. Invoke when adding/removing fields from entities.
Nova 방법론을 실제 프로젝트에서 검증해 개선 포인트를 찾을 때. — MUST TRIGGER: 신규 Nova 기능 검증, 사용자가 실전 피드백을 요청할 때, 워크트리 격리 환경에서 방법론을 리허설할 때.
Validate data quality in CSV/Excel files for vehicle insurance platform. Use when checking required fields, validating data formats, detecting quality issues, or generating…
Use when working with SAP Fieldglass — contingent workforce management, services procurement, Statement of Work (SOW), worker management lifecycle, rate card management, approval…
FieldPulse integration. Manage Organizations. Use when the user wants to interact with FieldPulse data.
64 specialized AI agents across 11 departments — your complete AI agency with built-in certification, licensing, and payroll.
Universal dataset import for FiftyOne supporting all media types (images, videos, point clouds, 3D scenes), all label formats (COCO, YOLO, VOC, CVAT, KITTI, etc.), and multimodal…
Create a FiftyOne dataset from a directory of media files (images, videos, point clouds), optionally import labels in common formats (COCO, YOLO, VOC), run model inference, and…
Visualize datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when users want to explore dataset structure, find clusters in images, identify…
Find duplicate or near-duplicate images in FiftyOne datasets using brain similarity computation. Use when users want to deduplicate datasets, find similar images, cluster visually…
Triage FiftyOne GitHub issues by validating status, categorizing resolution, and generating standardized responses.
Generate ASCII art typography using pyfiglet. Use when user asks for ASCII art text, banners, headers, logo text, terminal art, or decorative typography.
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code.
Run the advisory Figma visual-alignment review (Layer 2 of the Surprisal Party E2E tests): for an epic, compare each live Playwright app screenshot against its Figma Design UI…
Figma URL을 분석하여 디자인 구조, 토큰, 컴포넌트를 추출하고 DesignSystem 매핑을 수행합니다
Analyze a Figma COMPONENT_SET as a state machine for code generation — extract variant axes (state/size/etc.), map state variants to CSS pseudo-classes (hover→:hover,…
Direct Figma API interactions for design asset management. Fetch files and components, extract design tokens, export images, manage comments, and access version history.
Organize a Figma COMPONENT_SET's variants into a clean, labeled grid — rows and columns derived from the variant properties, with row labels on the left, column headers on top,…
Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
Find which Figma version introduced a specific change — a component property or a child node — via a binary search over version history (~log2(N) API calls instead of N).
Connects Figma design components to code components using Code Connect mapping tools. Use when user says "code connect", "connect this component to code", "map this component",…
Read, post, reply to, and delete comments on a Figma file via the REST API — including pinning a comment to a specific node and threading replies.
Diagnose and fix common Figma REST API and Plugin API errors. Use when encountering HTTP errors, plugin sandbox crashes, or unexpected API responses from Figma.
Add, edit, and delete Figma component properties (TEXT, BOOLEAN, INSTANCE_SWAP, VARIANT) on a COMPONENT or COMPONENT_SET, and instantiate a component then set its instance…
Extract design tokens, colors, typography, and spacing from Figma files via REST API. Use when building a design-to-code pipeline, syncing design tokens, or extracting styles from…
Export images, icons, and assets from Figma files via the REST API. Use when building an asset pipeline, exporting icons as SVG/PNG, or rendering frames to images for…
Optimize Figma API usage to minimize costs and stay within plan limits. Use when analyzing request volumes, reducing unnecessary API calls, or choosing the right Figma plan for…
Extract production-ready CSS from Figma nodes in multiple styling formats. 從 Figma 節點提取多種格式的生產就緒 CSS。 Use when: extracting CSS from components, generating Tailwind classes,…
Handle Figma API data correctly: comments, versions, user data, and privacy compliance. Use when working with Figma comments API, version history, or ensuring GDPR compliance for…
Extract design specifications from Figma designs using MCP server. Triggers on Figma URLs, design context extraction, or design-to-code workflows.
Complete Figma design extraction for pixel-perfect implementation. Extracts design tokens, component specs, layouts, and responsive behavior systematically.
Parse Figma design files into structured screen hierarchies. Use when working with Figma API, extracting text/labels from design nodes, traversing node trees, detecting cover…