Autonomously optimize any Claude Code skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements. Based on Karpathy's autoresearch methodology. Use when: optimize this skill, improve this skill, run autoresearch on, make this skill better, self-improve skill…
Use agent-experience-capitalization as a project-owned, team-shareable engineering memory layer for coding agents. Use it to activate prior experience before work, save reusable lessons after work, inspect save/get/log health, and diagnose Milvus-centric retrieval.
Generates interactive HTML visualizations of system architectures and flows from structured JSON data. Use when users request visual documentation of components, connections, data flows, processes, or system interactions in an engaging browser-based format. Trigger words include: visualize architecture, architecture…
A review and scaffolding guide for agent skills, including Claude and Cursor skills. It checks their instructions, descriptions, workflows, scripts, parameters, references, and delivery checklists, and can generate a skill template.
Routes AI agents through VGS Collect iOS SDK work across integration, implementation, migration, troubleshooting, and code review. Use when guidance may depend on the installed VGSCollectSDK version.
Define database schemas in JSON and generate migration plans. Use this skill when creating or modifying database models, defining tables with columns, constraints, and ENUM types for Vespertide-based projects.
Scaffold a new weekly workshop for the GitHub Copilot Bootcamp curriculum. Use when the user asks to add a new week, create a new workshop, generate Week N content, scaffold weekly curriculum, draft a new bootcamp module, or add a new topic such as "MCPs with GitHub Copilot" to the training programme. Generates the…
An automated tool for editing spoken videos. It transcribes speech, finds filler words, repeated words, and pauses, then cuts and joins the useful sections.
Send local files, images, audio, video, and other media through QQBot end to end. Use when the user asks to send a file to QQ, send a desktop/downloads/local absolute-path file, resend a local attachment, or when QQBot file sending should automatically stage the file into the QQ media relay directory, deliver it with…
Invoke at the end of every dev session, including when the user signals they're wrapping up. Scans the conversation for framework friction and drafts a report if any was found. Silent exit otherwise. Don't defer to later.
Semantic search, context management, and document indexing via OpenViking. Use when the user asks to: index/import documents or files into a knowledge base, perform semantic search across indexed content, browse or explore indexed resources, get summaries/overviews of indexed documents, manage an OpenViking instance…
Create premium static HTML presentations from short themes or long source material by researching when needed, building a content IR, and assembling reusable themes, full deck templates, single-page layouts, animations, speaker mode, optional gesture navigation, and optional export artifacts. Use for PPT, slides…
Build and review Remix 3 applications using the remix npm package and subpath imports. Use when working on Remix app structure, routes, controllers, middleware, validation, data access, auth, sessions, file uploads, server setup, UI components, hydration, navigation, or tests.
Use when the user wants to save, search, update, review, start, stop, reward, explain, compare, learn, or run Forge records, or when the conversation is clearly about a Forge entity or domain surface such as a goal, project, strategy, task, habit, person, People or peer sharing, note, wikipage, artifact…
Stability engineering rules for the Telegram Self Bot. Use when investigating freezes, stuck asyncio operations, AI/Save stability, watchdogs, task cancellation, diagnostics, or runtime recovery.
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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: