alpha-insights
Business Analyst Skill. Triggered when users ask about business analysis, industry research, competitive analysis, product analysis, business model analysis, business opportunity discovery, market entry strategy, investment decisions, strategic planning, due diligence, and other strategic topics. Delivers in-depth, decision-grade HTML research reports through a seven-stage workflow (Briefing â Framing â Planning â Research â Insights â Report â Iteration).
apple-crash-symbolication
Symbolicate .NET runtime frames in Apple platform .ips crash logs (iOS, tvOS, Mac Catalyst, macOS). Extracts UUIDs and addresses from the native backtrace, locates dSYM debug symbols, and runs atos to produce function names with source file and line numbers. Automatically downloads .dwarf symbols from the Microsoft symbol server using Mach-O UUIDs. USE FOR triaging a .NET MAUI or Mono app crash from an .ips file on any Apple platform, resolving native backtrace frames in libcoreclr or libmonosgen-2.0 to .NET runtime source code, retrieving .ips crash logs from a connected iOS device or iPhone, or investigating EXC_CRASH, EXC_BAD_ACCESS, SIGABRT, or SIGSEGV originating from the .NET runtime. DO NOT USE FOR pure Swift/Objective-C crashes with no .NET components, or Android tombstone files. INVOKES Symbolicate-Crash.ps1 script, atos, dwarfdump, idevicecrashreport.
Screen Buffer Mcp
MCP server for fast Android screenshots via scrcpy frame buffer (~50ms latency).
hwc-navigation-content
Build Hotwire navigation and content-discovery flows: Turbo Frame pagination, tabbed navigation, lazy loading, faceted filtering/search, cache lifecycle, scroll restoration, and visit/render control. Prefer this skill when the core problem is request/response navigation state and browser history behavior. Use hwc-forms-validation for form validation and inline edit flows, hwc-realtime-streaming for WebSocket/Turbo Stream push updates, hwc-media-content for image/video/audio features, hwc-ux-feedback for generic loading/progress/transition polish, and hwc-stimulus-fundamentals for Stimulus APIs not centered on navigation.
BIF File Format Skill
Expertise in Roku's BIF (Base Index Frame) format used by Plex for video preview thumbnails.
libatbus-protocol-crypto
libatbus protocol transport, ECDH key exchange, encryption/compression algorithm negotiation, message pack/unpack, and access token authentication. Use when working with connection_context, handshake flow, cipher algorithms, compression, message framing, or writing crypto-related tests.
analytics-diagnostic-method
The spine of analytics investigation. Use whenever interpreting analytics numbers, answering "why did X change", reading funnels, comparing cohorts, or presenting findings. Teaches a five-step method (load profile, frame the question, build a MECE hypothesis tree, triangulate, present with Pyramid Principle), how to separate signal from noise, and how to spot Simpson's paradox before it misleads you.
Io.Github.Husain Zaidi/Ros Mcp
MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.
QRMint MCP
Generate styled QR codes with colors, logos, frames, and batch support
Lex
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
rdc-cli
Use this skill when working with RenderDoc capture files (.rdc), analyzing GPU frames, tracing shaders, inspecting draw calls, or running CI assertions against GPU captures. Trigger phrases: "open capture", "rdc file", ".rdc", "renderdoc", "shader debug", "pixel trace", "draw calls", "GPU frame", "assert pixel", "export render target".
ape-cut-fluff
A surgical editor that strips fluff and redundant information out of a piece of writing and drives the word count down to the bare minimum needed to convey the concept. Flags and removes hedging, empty disclaimers, throat-clearing intros, cliché openers, empty subject openers, filler transitions, self-reference and meta-structure, summarising conclusions, rhetorical-question tails, intro-body-conclusion symmetry, padded constructions, nominalisations, filler qualifiers, adjective and intensifier stacks, redundant pairs, restatement and cross-paragraph repetition, redundant examples and analogies, redundant background and context, redundant elaboration, dead sentences, AI-slop framing, code-narration, ceremonial closers, and non-load-bearing filler words (articles, auxiliaries, connective tissue) whose removal does not change meaning. Use this skill whenever the user says "ape cut fluff", "cut the fluff", "trim this", "tighten this", "strip the fluff", "make this crisp", "remove filler", "remove redundancy", "deduplicate this", "edit this down", "bare minimum words", or shares a text file, raw content, blog post, research paper, or URL and asks to cut the fluff. The skill accepts input as a file path, pasted content, or a URL (which it downloads first). Output is the tightened version of the same content, reduced to the fewest words and the fewest ideas that still carry the essence.
animate-image
Animate an existing product image or static ad into a short branded video using the GooseWorks Animate Images workflow, with source-image continuity and optional end-frame control.
2d-animation-pipeline
Define authoring, import, and state machine rules for frame-by-frame and skeletal 2D animations.
jetbrains-debugger
Guide for using JetBrains IDE Debugger MCP tools to programmatically debug applications. TRIGGER when ANY of these MCP tools are available: list_run_configurations, execute_run_configuration, start_debug_session, stop_debug_session, get_debug_session_status, list_debug_sessions, set_breakpoint, remove_breakpoint, list_breakpoints, resume_execution, pause_execution, step_over, step_into, step_out, run_to_line, get_stack_trace, select_stack_frame, list_threads, get_variables, set_variable, get_source_context, evaluate_expression. Use when debugging any application, investigating bugs, tracing execution flow, inspecting runtime state, or when the user says "debug", "breakpoint", "step through", "inspect variable", "why is this returning X", "trace execution", or similar debugging-related requests. PREFER the debugger over reading code and guessing when runtime behavior is unclear.
koubou
Generate App Store screenshots using HTML/CSS templates with real device frames. Creates professional, localized screenshots for iPhone, iPad, Mac, and Watch. Use when user wants to create, design, or update App Store screenshots.
Pixel Art Animator
Create and manage sprite animations with multiple frames, animation tags, frame durations, and linked cels. Use when the user wants to animate a sprite, add animation, create movement, make it move, mentions "animation", "animated", "frames", "keyframes", "frame rate", "FPS", "timing", "duration", "walk cycle", "run cycle", "idle animation", "attack animation", "jump", "movement", "motion", or describes actions like "walking", "running", "jumping", "attacking", "breathing", "bobbing", "bouncing". Trigger on animation tags, loops, playback, sequences, "add frames", "duplicate frame", "frame timing", "ping-pong", "loop", "sequence". Also for linked cels, static backgrounds, and frame optimization.
character-sprite
Generate complete character sprite sheets for the Claude Office Visualizer agents. Creates all animation frames (idle, walking, typing, handoff, coffee) with consistent character design across all sheets. Uses iterative approval workflow and reference-based generation for consistency.
activity-report-composer
Turn the audit log of work done on a WordPress site into a polished written report. Wraps the v7.1 respira_generate_activity_report MCP tool with six framings: agency client report, case study, internal recap, testimonial draft, build-in-public, personal recap.
auto-frame
Bound and de-risk a request into SPEC.md. Use when the objective is clear but scope needs constraining.
Io.Github.BrightWayAI/Video Analyzer
Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.
GitHub Activity Analyzer Skill
Analyzes comprehensive GitHub activity for any specified time period with deep technical insights. Supports arbitrary time frames from days to full years.
nes-emu-debug
Run NES ROMs in the Mesen2 emulator to debug runtime behavior. Use this skill whenever the user wants to run a ROM and inspect what actually happens at runtime: read NES memory (RAM, palette, nametable, OAM), dump CPU/PPU/APU state after N frames, capture the screen buffer, compare runtime behavior between two ROMs, or verify that a sample displays correctly. Also use when the user says things like "run the ROM", "what does the screen look like", "check the palette", "inspect nametable", "read zero page", "dump memory", or "the ROM doesn't display correctly". This is the dynamic/runtime counterpart to nes-rom-debug (which does static binary analysis).
analyze-video
Adds visual descriptions to transcripts by extracting and analyzing video frames with ffmpeg. Creates visual transcript with periodic visual descriptions of the video clip. Use when all files have audio transcripts present (transcript) but don't yet have visual transcripts created (visual_transcript).
Io.Github.Anarkitty1/Semantic Frame
Token-efficient semantic compression for numerical data. 95%+ token reduction.
motor-dtc-pmsm â PMSM Direct Torque Control Builder
Three-phase 2-level voltage-source inverter + PMSM (SPMSM / IPMSM via parameterization). Outer-loop = Speed PI providing `Te_ref`. Inner-loop = **Direct Torque Control** in αβ stationary frame: stator flux integrator + magnitude/angle/sector + 2-level hysteresis on (T, Ï) + Sutikno 6-state switch