bmad-story-cycle

Full epic development cycle: all stories implemented, verified, reviewed, and merged in sequence. Use when user says "dev epic N", "run story cycle", "implement epic [N]", or "story cycle [N.M]" to resume from a specific story.

build-and-profiling

Build dependency chains, rebuild sequences, profiling with MCP, and Analysis MCP server setup for Verter

phased-prd-red-green

Create or update a phased PRD and then execute delivery using a strict red/green workflow. Use when a task spans multiple steps, has cross-cutting impact, needs explicit exit criteria, or requires reliable test-driven implementation sequencing.

styx

Styx configuration language syntax and schema reference. Use when writing or editing .styx files, creating schemas, or debugging syntax errors. Covers syntax (scalars, objects, sequences, tags, heredocs), schema language, and CLI validation.

analyze-log-files

Analyze log files by stripping ANSI escape sequences first. Use when asked to process, handle, read, or analyze log files that may contain terminal escape codes.

Assembly Reflection Tools Workflow

> **⚠️ IMPORTANT**: Before using any F8Framework features, you **MUST** formally initialize the framework. Ensure `ModuleCenter.Initialize(this);` and all required modules (e.g. `FF8.Message = ModuleCenter.CreateModule<MessageManager>();`) are instantiated in the launch sequence (e.g. `GameLaunc

openrouter-rs-release

Prepare and publish a new openrouter-rs or openrouter-cli release with consistent version updates, release notes, PR-first branch-protected workflow, and correct SDK-before-CLI sequencing when the CLI depends on a fresh SDK version. Use when asked to cut a release, bump crate versions, publish to crates.io, update changelog entries, refresh README installation versions, or update the README release history.

authoring-analysis

Analyze content sequences and determine authoring approach (default content vs blocks). Validates block selection and section styling for import/migration to AEM Edge Delivery Services.

robot-bringup

Patterns and best practices for bringing up a complete ROS2-based robotics system on a robot's onboard computer, including systemd services, launch file composition, ordered startup, and production monitoring. Use this skill when configuring a robot to start ROS2 nodes on boot, writing systemd unit files for ROS2 launch, composing layered launch files for full robot stacks, setting up watchdog monitoring, configuring udev rules for deterministic device naming, or debugging boot-time race conditions. Trigger whenever the user mentions robot bringup, robot startup, systemd for ROS2, ROS2 on boot, launch file composition, robot boot sequence, udev rules for cameras or serial ports, watchdog for robot systems, automatic restart for ROS2 nodes, network configuration for multi-machine ROS2, log rotation for robots, graceful shutdown of robot stacks, or SSH-based remote debugging of robots. Also trigger for environment setup in systemd (sourcing workspaces), ordered startup with health checks, deterministic device naming, or any discussion of running ROS2 systems as long-running production services. Covers systemd on Ubuntu 22.04/24.04 with ROS2 Humble, Iron, and Jazzy.

radar-suite

Unified entry point for the 5-skill radar family. Routes to individual skills or runs full audit sequence. Triggers: "radar suite", "full audit", "run all radars", "/radar-suite".

unity-animation

Use for AnimationClip keyframes and events, Animator controllers and blend trees, or Timeline cinematic sequences.

amortized-algorithms

Use when analyzing sequences of data-structure operations with aggregate analysis, accounting credits, potential functions, binary counters, multipop stacks, dynamic tables, resizing policies, or amortized versus average-case reasoning

pretty-mermaid

Render beautiful Mermaid diagrams as SVG or ASCII art using the beautiful-mermaid library. Supports 15+ themes, 5 diagram types (flowchart, sequence, state, class, ER), and ultra-fast rendering. Use this skill when: 1. User asks to "render a mermaid diagram" or provides .mmd files 2. User requests "create a flowchart/sequence diagram/state diagram" 3. User wants to "apply a theme" or "beautify a diagram" 4. User needs to "batch process multiple diagrams" 5. User mentions "ASCII diagram" or "terminal-friendly diagram" 6. User wants to visualize architecture, workflows, or data models

4d-simulation

Create 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.

bio-alignment-io

Read, write, and convert multiple sequence alignment files using Biopython Bio.AlignIO. Supports Clustal, PHYLIP, Stockholm, FASTA, Nexus, and other alignment formats for phylogenetics and conservation analysis. Use when reading, writing, or converting alignment file formats.

Implement Universal — Single-Context Workshop Implementation Loop

This is the harness-agnostic twin of `/implement`. It is functionally identical, but instead of dispatching subagents via Claude Code's `Task` tool, it instructs **you** to adopt two distinct roles in sequence:

adaptyv

Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.

affinity_maturation

Affinity Maturation Pipeline - Affinity maturation: compute binding affinity, predict mutations, compute hydrophilicity, and predict drug-target interaction. Use this skill for antibody engineering tasks involving ComputeAffinityCalculator zero shot sequence prediction ComputeHydrophilicity PredictDrugTargetInteraction. Combines 4 tools from 3 SCP server(s).

Io.Github.Flowzap Xyz/Flowzap

Create workflow, sequence, and architecture diagrams via AI assistants.

brand-copywriter

Writes marketing copy using proven copywriting frameworks. Use when user needs copy for ads (Facebook, Instagram, TikTok, YouTube), landing pages, sales pages, email sequences, LinkedIn posts, product descriptions, or any marketing content.

Experiment Journal

Externalize your experimental reasoning. Every ML project is a sequence of hypotheses tested — this skill makes that sequence visible, persistent, and learnable.

shortfilm-prompt

Generate cinematic AI shortfilm prompts (works with Seedance 2.0, Xiaoyunque, Sora, Kling, Jimeng, Veo) using the 5-stage structure from Mx-Shell's Zombie Scavenger. Trigger when the user wants transformation sequences, multi-shot narrative shorts, weapon-charge/combat segments, or any cinematic video prompt.

Mcp Kit

MCP server for Kit.com (ConvertKit) - manage subscribers, tags, sequences, broadcasts

Io.Github.Bluecraft AI/Machfive

Generate hyper-personalized cold email sequences via MachFive API.

ev-node-explainer

Explains ev-node architecture, components, and internal workings. Use when the user asks how ev-node works, wants to understand the block package, DA layer, sequencing, namespaces, or needs architecture explanations. Covers block production, syncing, DA submission, forced inclusion, single vs based sequencer, and censorship resistance.

claude-gif

Ultimate GIF creator: AI video-to-GIF (Veo 3.1), programmatic animations (Remotion), AI image sequence assembly (Gemini/FLUX.2), animated SVG-to-transparent-GIF (Playwright), video conversion, and GIF editing/optimization. Palette optimization, perfect loops, platform-specific sizing, dithering control. Use when user says "gif", "create gif", "make gif", "animated gif", "convert to gif", "optimize gif", "gif from video", "meme gif", "reaction gif", "loading spinner gif", "logo animation gif", "transparent gif", "svg to gif", or "/gif".

autosar-swc

AUTOSAR SWC expert. Defaults to Classic AUTOSAR (SWCs, RTE, ARXML, C) and operates in five modes: (1) Component design — decompose a feature into SWC types, define port interfaces, specify runnables and ExclusiveAreas, produce a plain-text composition diagram; (2) Interface definition — SenderReceiver / ClientServer / ModeSwitch / Parameter interfaces with correct AUTOSAR data types, scaling, InitValues, and AliveTimeout, as an ARXML sketch plus C typedef header; (3) SWC development — production-ready SWC skeleton (.c + .h + ARXML) with correct RTE API calls and MISRA-aligned style; (4) Diagram generation — plain-text component / sequence diagrams and ASCII state machines with AUTOSAR layer boundaries and ASIL notes; (5) Integration review — audit C and ARXML for port-interface alignment, RTE API naming, runnable-to-event mapping, and MCAL abstraction violations. Targets EB Tresos and Vector DaVinci. Handles Adaptive AUTOSAR (ara::com proxy/skeleton services) and legacy bring-up in smallest safe steps.

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.

proteus

Use this skill when the user asks you to work with protein structures, molecular visualization, or structural biology tools. TRIGGER when: the user mentions PyMOL, ChimeraX, AlphaFold, Rosetta, PyRosetta, UniProt, RCSB PDB, PDBe, PDB files, protein structures, molecular rendering, pLDDT, RMSD, structure alignment, binding pockets, drug-target analysis, cryo-EM density maps, homology modeling, or protein design. Also trigger when the user opens/loads .pdb, .cif, .mmcif, .sdf, or .mol2 files, or .mrc density maps (see references/chimerax.md for cryo-EM workflows). DO NOT TRIGGER for: general biology questions with no structural component, bioinformatics sequence-only tasks (BLAST, MSA), or genomics/transcriptomics.

/strategic-partner — Chief of Staff for Claude Code

> **Behavioral context trigger.** Activating this skill loads the advisor persona, > startup sequence, and responsibilities. This is not an implementation session.

Development discipline — non-skippable sequence

When this skill triggers, you MUST complete steps 1–4 IN ORDER before calling any Edit, Write, or NotebookEdit tool. Skipping steps produces the kind of silent-failure bugs that shipped to PyPI as v2.0.0.

drawio

Always use when user asks to create, generate, draw, or design a diagram, flowchart, architecture diagram, ER diagram, sequence diagram, class diagram, network diagram, mockup, wireframe, or UI sketch, or mentions draw.io, drawio, drawoi, .drawio files, or diagram export to PNG/SVG/PDF.

SRAgent: Sequence Read Archive Data and Publication Retrieval

architecture-workflow

This skill should be used when the user asks how to start an architecture project, which ArcKit commands to run and in what order, what workflow path to follow, how to onboard a project, or what comes next after a command. Common triggers: getting started with ArcKit, recommend a workflow, new project setup, guide me through, command sequence, next steps, arckit start.

manim-composer

Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL. Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.

Sequenzy Mcp

AI-powered email marketing automation. Manage subscribers, campaigns, and sequences.

mechanical-engineering-research

Research, write, code, analyze, present, and develop proposals for thermal-fluid mechanical engineering work with source-aware rigor. Use for heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, pumps, piping, CFD, experiments, correlations, standards, datasheets, papers, patents, AI/ML tools, computer vision, sequence regression, surrogate modeling, research coding, Overleaf, VS Code, GitHub, git, federal grant proposals, DOE/NSF/NASA-style narratives, invention disclosure, provisional patent support, commercialization, and trade studies. Produces technical briefs, critical literature reviews, proposal narratives, review-criteria responses, manuscript sections, methods, results discussions, data-analysis plans, plots, presentations, design comparisons, calculation plans, reproducible code, repository workflows, disclosure drafts, patent-support packets, and research roadmaps.

UniProt MCP

Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID mapping).

animation-composer

Scene composition and orchestration skill for creating complex multi-part animations. **Triggers when:** - User wants to compose multi-element scenes - Request involves combining multiple visual elements - Scene requires act-based structure or transitions - User mentions "scene", "compose", "combine", "orchestrate" **Capabilities:** - Scene graph construction with acts and transitions - Multi-object coordination and timing - Camera movements and focus control - Layered animation sequences

aec-agents-workflow-orchestrator

Use when a task spans multiple AEC technologies (Blender, IfcOpenShell, Bonsai, Sverchok) and you need to decide which tool handles which step, or when orchestrating multi-step BIM pipelines such as IFC creation to visualization to authoring. Prevents the common mistake of mixing IfcStore.get_file() with ifcopenshell.open() in the same context, or calling Bonsai operators outside a Bonsai-loaded session. Provides decision trees for technology selection, workflow sequencing, and bridge patterns between tools. Keywords: cross-technology, workflow orchestration, BIM pipeline, technology selection, Blender IfcOpenShell Bonsai integration, multi-step AEC, bridge pattern.