Inspect and run the source-verified adithya-s-k/FineEnvs environment and dataset projects, including OpenEnv, ORS, NeMo Gym, Verifiers, SkyRL Gym, and GEM dialects. Use when the user names FineEnvs, supplies a checkout, asks for a local smoke or reward-evidence readout, or wants to author an environment against its…
Operate HelixDB/helix-foundry, the local-first company-data workspace that connects databases, hosted providers, APIs, files, Stripe, WorkOS and PostHog into an ontology backed by HelixDB and DuckDB. Use when the user names Helix Foundry, asks to install/start/diagnose its Docker Compose stack, inspect its local API…
Operate AlexsJones/llmfit to inspect detected hardware, rank model fit, estimate plans and storage, run the local REST API, and separate formula-based estimates from measured inference. Use when a user asks what LLMs fit a machine, how much RAM/VRAM a model needs, which runtime is plausible, or whether a result is…
Design, audit, and safely resume mobile-game market-intelligence pipelines across licensed collection, immutable raw snapshots, normalized core, analytical marts, health gates, candidate signals, report rendering, and human decision records. Use when the user names MI orchestration, asks about Sensor Tower or…
Operate the sebastianbrzustowicz/Agentic-GraphRAG-Blueprint repository: inspect its FastAPI/React GraphRAG implementation, local Compose stack, ingestion, graph/vector stores and Azure Terraform reference. Use when a task names this exact project or its code. For general memory architecture choices use…
Operate or explain TOPDEV99999/AI-Knowledge-Management-Platform, the AWS Agentic Documents Assistant sample combining document RAG, extracted relational entities, SQL question answering, and a ReAct-style agent. Use for its CDK architecture, ingestion pipeline, retrieval/SQL routing, setup, or troubleshooting. Do not…
Operate artbyjazi/autoclip, the MIT-licensed local-first AI video clipper that turns long-form video into ranked, caption-burned, speaker-tracked 9:16 vertical clips. Run autoclip doctor to check ffmpeg-full (libass/libx264) and Python 3.11/3.12 dependencies, run autoclip clip for end-to-end ingestion, Whisper…
Operate marvkr/better-design as a schema-checked design MCP and shadcn registry workflow: retrieve focused guidance, choose an approved system, inspect tokens and component payloads, and review a UI with explicit evidence. Use when the user names Better Design, better-design.com, its MCP tools, or a Better Design…
Operate DavidHDev/canvas-ui for selecting and integrating its live-DOM canvas effects, checking framework/renderer packaging, HTML-in-Canvas fallback, lifecycle and license boundaries. Use when the user names Canvas UI, canvasui.dev, @canvas-ui registry items, or its Liquid/ParticleScroll effects. Route ordinary…
Operate cocoindex-io/cocoindex when building or troubleshooting incremental Python data flows: declare sources, transformations, targets, app state, CLI updates, live processing, or connectors for RAG/indexing. Use when the request names CocoIndex or needs its change-aware ETL pipeline. CocoIndex is not itself a…
Operate DeusData/codebase-memory-mcp, the local code-graph and MCP server: inspect indexing, graph queries, daemon/config behavior, releases and client integration. Use when the user names this exact project or its CLI/MCP. Route plain symbol lookup to codebase-search and narrative/personal memory systems to…
Inspect ui-layouts/cursify cursor effects, assess reuse permission, and plan or review a scoped React cursor enhancement. Use when the user names Cursify, cursify.ui-layouts.com, a Cursify cursor follower, or its pointer/canvas lifecycle. Route generic visual recipes to web-design, React Bits components to react-bits…
Operate madebymustafa/design-taste as a selective genre-and-craft reference for a brief-led marketing page or portfolio. Use when the user names Mustafa, madebymustafa/design-taste, its corporate-trust or editorial-minimal packs, or asks to choose among that repository's genre identities. Route ordinary anti-generic…
Operate yifanfeng97/Hyper-Extract, the Python he CLI for extracting structured knowledge from documents with templates, provider configuration, indexing, search and an MCP server. Use when users name Hyper-Extract, he, or ask about this document-to-knowledge CLI. It is a configurable extraction workflow, not a…
Inspect and integrate Hyperiux Vault effects from Hyperiux-Immersion-Labs/hyperiux-components. Use when the user names Hyperiux, the hyperiux CLI, hyperiux.json, or a Vault effect; choose public-source review, approved project integration, or lifecycle repair. Distinguish MIT tooling from restricted Effects licensing…
Operate browser-use/jev-ultrafast, the MIT-licensed Python browser agent that combines TypeSafe Jev choices with Browser Harness. Use when inspecting or pinning its checkout, running offline tests and browser guards, launching the loopback inspector, or reviewing a library/demo run. Triggers on Jev Ultrafast…
Work with GoogleCloudPlatform/knowledge-catalog, a repository of Google Cloud Knowledge Catalog samples, agents, and tools. Use when inspecting its OKF reference-agent, mdcode/kcmd semantic-model catalog workflows, sample enrichment/governance agents, or their deployment and troubleshooting. This repository is not…
Operate StarTrail-org/LEANN for local document indexing and semantic retrieval: inspect a checkout, configure embeddings/backends, build or incrementally update an index, search it, or troubleshoot index behavior. Use when the task explicitly names LEANN or needs its graph-assisted vector-index workflow. Route…
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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: