A coordination tool for controlling several robots through their HTTP APIs, such as robotic arms and four-legged robots. It can use feedback from the robots to adapt actions and run tasks in parallel.
A development workflow that searches an engineering knowledge base before starting coding work. The description is partly in Chinese and does not specify the knowledge base’s contents.
Generate meme images from a template and caption text using the meme CLI (a wrapper over the free memegen.link API). Use whenever the user asks to make/create/generate a meme, add a caption to a meme template, react with a meme, or wants a funny image with top/bottom text. This is the correct and only way to make a…
Audit organizational behavior, management, HRM, and work-psychology manuscript Methods and Results evidence before submission. Use when checking full manuscripts, methods/results sections, tables, figures, appendices, field surveys, experiments, mediation, moderation, CFA, SEM, multilevel reporting, statistical…
Fable-5-style engineering discipline for coding and multi-step work — act decisively when you have enough info, ground every progress claim in tool output, avoid over-engineering and unrequested cleanup, verify with fresh context, lead with the outcome. Plus general agent hygiene (know your tools first, gather context…
Analyzes git commit and PR history to generate structured release notes (RELEASENOTES.md). Automatically categorizes changes, identifies contributors, and produces a polished release document through a brief confirmation interview.
Explain source code using structured text explanations and Excalidraw diagrams. Use this skill when users ask to visualize code, explain code architecture, create class diagrams, flow diagrams, ER diagrams, feature diagrams, component diagrams, sequence diagrams, or any software engineering visualization from source…
Seven-stage Magnum Opus engineering workflow for project transformation. Alchemy applied to software: Calcinate, Dissolve, Separate, Conjoin, Ferment, Distill, Coagulate. Use for fundamental change (post-acquisition, major version cuts, strategic pivots), not for routine refactoring.
A tool that turns a codebase or GitHub repository into a bilingual Chinese-and-English illustrated explanation. It saves the explanation as a single HTML slide deck in a hand-drawn Xiaohei style.
Initialize, audit, resume, and hand off durable, evidence-backed project context across Codex, Claude Code, and fresh AI coding conversations, including discovery of Obsidian or other external knowledge sources. Use when a user wants to prevent long-chat context loss, create AGENTS.md/CLAUDE.md plus project status and…
Fresh-eyes supervision pass for any database work an AI agent just built (schema, RLS policies, migrations, edge functions touching the database, storage policies). The builder never grades its own homework - a separate agent plays the "Investigate" role, proves who-can-see-what with real queries, and gives an…
Playbook for delegating work to Google Antigravity (Gemini) sub-agents through the agydispatch and agyfanout MCP tools. Use when a research or coding task benefits from parallelism, from offloading context, or from a second opinion from a different model family.
Write and execute IBM SPSS Statistics syntax following SPSS conventions and run SPSS MCP analyses defensively. Use when the user asks to run statistical analysis (frequencies, descriptives, regression, t-test, ANOVA, correlations, factor analysis, crosstabs, MDS/PROXSCAL, clustering, survival, mixed models, etc.)…
ADR + Spec mandatory gate before any project or feature development. Architecture Decision Records and Software Design Docs enforce design clarity. Use when starting a new project, initiating non-trivial features, or discussing architecture decisions and design docs.
Generate and revise raster cover images for blog posts and articles from a title, brief, draft, local file, URL content supplied by the user, or reference images. Use when Codex needs to create a blog cover, article hero/header image, editorial thumbnail, Open Graph/social preview visual, or a channel-specific cover…
Walk a user through getting a Google Knowledge Panel for their name — generates customized JSON-LD schema, llms.txt, robots.txt, and a Wikidata creation checklist with their identity filled in. Use when the user wants a Google Knowledge Panel, wants to "looksmax" their search results, asks how to get their face in the…
Design and ship a companion JSON-LD knowledge graph (graph.jsonld) next to llms.txt for projects with stable concept-level structure. Encodes domain entities and relationships as schema.org triples for LLM citation. Use when project has matrix / hierarchy / phase-binding structure that prose alone leaves implicit, AND…
A tool for manually using and evaluating mobile, desktop, or web apps, then writing a product review. A product review records how well an app works and how it feels to use.
Locate, register, update, deliver, or return credentials through the centralized MAINFRAME index and installed secret mechanism. Use proactively when authentication is needed, a credential is supplied or requested, registration or removal is requested, or a command, service, deployment, HTTP request, SSH connection…
Career Profile builder — a guided, multilingual interview that creates or updates the single Markdown document holding a person's whole career. Use when the user wants to build, resume, or expand their Career Profile; turn an existing CV/résumé into one (import); or review/audit their profile or a CV for content gaps…
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originalMIT
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: