Run one iteration of the doc improvement loop: generate or accept questions, answer them in parallel, verify, grade, diagnose, fix the docs, and re-evaluate until convergence.
A development and debugging guide for vLLM and vLLM-Ascend, tools for running machine-learning models to generate responses. It covers inference accuracy checks, service management, automated tests, and code fixes for single-machine or split deployments.
Make a correction permanent. Takes something the user just fixed or disliked in a session and routes it to the right file (context, a skill, or the preferences log) so it never has to be said twice. Use whenever the user corrects the same thing again, or says "remember this".
LLM-compiled knowledge base management. Ingests primary sources (papers, notebooks, data), distills them into interlinked org-mode wiki articles, and provides structured search over the wiki graph database. Triggers: "ingest this", "distill", "add to crucible", "crucible ingest", "crucible search", "search the wiki"…
Check each provider for newly released models, compare against the supported set, add any missing ones, and update the per-provider docs and website accordingly.
Write or edit OpenSCAD (.scad) files using the BOSL2 library. Use whenever the user is designing a 3D-printable part — jigs, holders, brackets, enclosures, fixtures, household items — and the file is OpenSCAD. Covers the user's house style (BOSL2 idioms, anchors, epsilon/layerheight baselines, Customizer parameters)…
The crank-loop methodology — a measured, iterative loop for delegating implementation tasks to an agent with specs, gates, telemetry, and scoring. Use when running or improving task-spec-driven delegation workflows.
Helps recruiters identify what makes a role genuinely exciting and rewrite job posts to attract top candidates. Uses "So what?" reframing and software engineer motivation frameworks. Use when the user says "make this role appealing", "improve this job ad", "sell this role", "pitch this vacancy", or wants to create…
A workflow for creating a custom 3D personal website from a person's résumé, experience, and design direction. It can produce styles such as interactive game worlds, driving explorations, and archival interfaces.
A browser-based operations assistant for Xiaohongshu, a Chinese social-media and shopping platform. It uses a logged-in Chrome browser to analyse accounts and content and manage publishing workflows.
Visual design guidance for bold, minimal presentations. Provides layout patterns, typography hierarchy, color specifications, and slide composition rules. Use when asking "how should this slide look?", "design guidance for...", "what layout for this slide?", or when translating content into visual structure for a…
Write correct, idiomatic THRML code, centered on Ising machines and how they are trained. THRML is Extropic's JAX-based GPU simulator for the block Gibbs sampling programs that run natively on Extropic's probabilistic computing hardware. Use this skill whenever the user mentions THRML, Extropic, probabilistic…
An iOS project-structure guide that groups code by app feature, shared infrastructure, and reusable design components. Each feature keeps its screens, view models, services, and views together.
A Chinese-language toolkit for making and checking academic charts, diagrams, flowcharts, and graphical abstracts. A graphical abstract is a visual summary of a research paper, while a flowchart shows the steps or decisions in a process.
Prevents overengineering when designing, implementing, refactoring, or reviewing software. Use when the user asks to implement a feature, add an abstraction, refactor code, review a design, simplify existing code, or make an architectural decision. Also triggers when the user asks if code is too complex, whether to…
Drafts concise release notes from merged pull requests and conventional commits. Use when the user asks for a changelog, release notes, or a GitHub release body.
Pixel-faithful clone of any web UI into the user's existing stack, using whatever sources are available — a screenshot alone, a live URL, raw HTML/CSS, or any combination. Use this skill whenever the user wants to recreate, match, replicate, or "clone" a design from a screenshot, image, URL, Figma export, or HTML…
Splits scarce time, budget or traffic across competing products, channels, campaigns or variants by treating them as a multi-armed bandit - Thompson sampling over beta posteriors, with optimism for anything not yet tried enough to judge. Use when deciding what to work on next, how to divide a marketing budget, which…
Build or review gRPC services and clients in .NET with correct contract-first design, streaming behavior, transport assumptions, and backend service integration.
Drive MANTA's built Electron app in a real renderer context (Playwright's electron launcher) and assert that key UI surfaces render correctly — no crash, no blank screen, sidebar/chat/terminal present. Load BEFORE marking any frontend/UI task done, and when manta-pr-workflow or manta-handle-reviewer-return verifies a…
Build complete Dublyobase backends through remote HTTP MCP, admin REST APIs, and public project APIs. Use when an AI agent needs to connect to a live Dublyobase instance, create projects, design Postgres collections and fields, configure rules, seed records, create app users, upload files, configure…
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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: