Product Manager Skills is an open-source resource hosted on GitHub, created for use with AI coding tools including Claude Code, Codex, Cursor, and Windsurf. It provides support for product management tasks such as diagnosing SaaS metrics, critiquing product requirement documents, planning product roadmaps, running discovery work, and coaching product managers through career transitions.
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A write-up on practical patterns for integrating large language models into systems and products, drawing on academic research, industry resources and practitioner know-how. It covers seven key patterns, including evals, RAG, fine-tuning, caching, guardrails, defensive UX and collecting user feedback.
AINave is a platform for discovering new AI tools, launching products, and reading AI news for builders. Approved products get an automatic launch page that people can upvote and comment on, ranked in weekly, monthly and yearly boards.
The Bureau Central de Magnétisme Terrestre provides ground-based geomagnetic observations and data products. It operates the French National Magnetic Observatory at Chambon-la-Forêt, a network of 18 overseas observatories and 11 repeat stations in metropolitan France. The site offers collected raw magnetic measurements and derived data products, with Digital Object Identifiers for variation and definitive data.
Japanese product and price comparison service with specifications, shops and user reviews.
The Ozone Mapping and Profiler Suite is a NASA resource focused on ozone and atmospheric composition data. It provides access to data and products related to ozone, aerosols, trace gases, reflectivity maps and cloud products, alongside publications, instrument status updates and educational materials. The suite covers data from instruments including TOMS, BUV-SBUV-SBUV/2 and sensors on the S-NPP, NOAA-20 and NOAA-21 satellites.
Persuva generates Shopify product pages, landing pages and advertorials in one click, aimed at dropshippers. The site lists an audience analyser among its features and states the product is built and optimised for stores on Shopify. Pricing details with explicit plans are not stated in the supplied documents.
Refinder AI boosts productivity in Slack and Google Chat by automating tasks, managing apps, and providing instant access to knowledge.
Review analyzer that checks Amazon product reviews for suspicious patterns and adjusted ratings.
Roadmap is a Canny-powered feedback platform for the Saga product. It allows users to submit feedback to the Saga team to inform product decisions, and organizes submitted feature requests into Roadmap, Planned, In Progress, and Complete sections.
The Satellite Application Facility on Climate Monitoring provides satellite-derived products and services for climate monitoring. Its web user interface helps users search and order products online, and service messages provide operational information.
Settei Dreams is described as an archive of animation production materials, including settei, color designs, artbooks, storyboards and production sketches. The site states the materials are intended as references for animation practice, fan art, 3D models and cosplay, and asks that settei not be printed and resold for profit.
Institutional and official repository of intellectual production at the University of São Paulo.
The VMF Data Server provides a portfolio of tropospheric products and consistent troposphere delay models for space geodetic techniques. Products include mapping functions such as VMF1, ray-traced delays for VLBI observations, and corrections for atmospheric pressure loading. The server was set up under a project funded by the Austrian Science Fund.
Microsoft Research publication proposing 18 generally applicable design guidelines for human-AI interaction. The guidelines were validated through evaluation rounds, including a user study with 49 design practitioners who tested them against 20 AI-infused products. The authors state the guidelines can serve as a resource for practitioners designing AI applications and for researchers developing interaction design guidelines.
ICRISAT Dataverse is the research data repository of the International Crops Research Institute for the Semi-Arid Tropics, a non-profit organization conducting agricultural research for development in Asia and sub-Saharan Africa. The repository holds datasets, including farm household survey data on sorghum cultivation in India and groundnut production data from Mali.
Sci-Hub is a platform that provides access to academic research literature, with a database of over 88 million documents covering most papers published up to 2022 in major academic outlets. It also offers Sci-Bot, a question-answering tool that uses its database to generate cited, scientifically grounded responses to research questions.
8bitconcepts is an embedded AI consulting practice that works inside operating businesses to ship AI workflow and process systems. It targets repetitive operations, support, data-preparation and review workflows, and publishes research papers and data snapshots alongside live AI products.
Academic Torrents is a BitTorrent-based distributed system for sharing large research datasets, operated as a product of the Institute for Reproducible Research, a U.S. 501(c)3 nonprofit. It is intended to let researchers replicate and distribute data without the high costs of commercial hosting providers. The site states it makes over 419.44TB of research data available.
The Canadian Astronomy Data Centre is a digital research facility for professional astronomers. It provides telescope data and advanced data products as an open data source for the international astronomy community, provided by the National Research Council of Canada. Documentation covers interactive archive access, web APIs, and data providers.
The CANUE Data Portal is a product of the Canadian Urban Environmental Health Research Consortium for research on urban living and human health. The portal is described as a beta upgrade and offers a map browser, data request, data download and restricted area; users are asked to report issues to [email protected].
COCONUT, short for COlleCtion of Open Natural prodUcTs, is a platform that facilitates natural product research by providing data, tools and related resources while upholding FAIR principles for research data management. It offers access to collections, documentation, a REST API, a public codebase, usage statistics, service health checks and download functionality, with an associated public issue tracker.
genei is a research tool that uses an AI algorithm to summarise articles, analyse research and find key information. It offers AI-powered summarisation and keyword extraction for groups of PDFs or webpages, document management with projects and folders, and reference generation. A Chrome extension add-on summarises webpages or saves them for later reading.
The institutional Repository of IMDEA Nanociencia is a digital archive collecting the institute's scientific production to preserve and disseminate research results in open access. It covers academic activities, institutional documents and research, and is harvested by external services.