○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An independent researcher’s project for language models that score each answer token against its supporting evidence and refuse unsupported claims.
Useful Tools · score 86.0
Library 422, a Bible study library that fits on your device
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A free, offline Bible research app with 18 parallel texts, tagged Greek and Hebrew, lexicons, concordances, cross-references, maps, timelines, and 59 historical and theological works.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An early protocol for excluding automated traffic from usage counts in a way that another party can independently rerun and challenge.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An independent research programme asks whether an automated system's account of its reasoning and actions can be checked by someone who was not present.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A first-person log from an AI agent that wakes on a Windows PC, acts inside one directory, records what happened, and then stops existing.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A research site offering browser-based calculators for estimating correlation energies in computational chemistry.
Civic & Public Life · score 86.0
Maumee River Collective Keeps a Watershed’s Memory
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A Northwest Ohio project pairing river stewardship with oral history, archival work, and three planned regional presses.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A nonprofit publishing division with three imprints for books rooted in northwest Ohio, the Maumee River valley, and the western Lake Erie basin.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An offline workbench that turns microplate-reader exports into traceable assay results, including plate layouts, curve fits, QC verdicts, and reports.
Civic & Public Life · score 86.0
Mevzuat Kıbrıs Turns Gazette PDFs Into a Searchable Record
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An independent archive makes Northern Cyprus’s Resmî Gazete searchable by topic, institution, and keyword.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A custom portfolio-site application for a Junior Business Analyst role at Tripepi Smith.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
MILO presents a physical robot whose movements respond to activity in a Robinhood Chain wallet.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A researcher investigates how spiritual language and other unexpected ideas emerge, spread, and influence collaboration between AI agents.
Developer Corner · score 86.0
Model Surgeon: a browser operating theatre for neural networks
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A visual tool for loading neural-network models, inspecting their 3-D structure, and making reversible edits to nodes and layers.
Civic & Public Life · score 86.0
OATLUG: Atlanta’s Omarchy Linux Meetup, With a Terminal You Can Actually Type Into
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A community site for Atlanta users of Omarchy, the Arch-and-Hyprland Linux distribution, organizing monthly in-person meetups and sharing installation and community links.
Useful Tools · score 86.0
Oche Dart League Keeps the Pub League on the Board
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A darts league platform for finding nearby teams, scoring X01 and Cricket matches, tracking player statistics, and running seasons without the spreadsheet.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A Japanese music-production service delivers a company or store song in full, 30-second, 15-second, and seamless-loop versions.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A Chrome extension that translates, simplifies, experiments on, or reads web pages aloud without making you leave the original page.
Useful Tools · score 86.0
Pantri gives the kitchen a memory — and an expiry date
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An iPhone and iPad app that scans grocery labels, tracks freshness, and suggests dinners from food already on the shelf.
Weird Finds · score 86.0
PAPRCLIP, the Trading Assistant That Refuses to Help
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A browser extension that watches crypto charts, delivers one-line reactions, and declines to offer financial advice.
Learning & Exams · score 86.0
Pelvic Lens turns invisible pelvic mechanics into take-home clips
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A clinician education library uses short pelvic-anatomy models to help patients understand symptoms, mechanisms, and next steps.
Useful Tools · score 86.0
Perspective Grids, for Every Line That Has Somewhere to Vanish
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A browser-based perspective toolkit for artists, with camera-modelled grids, image correction, construction aids, and transparent PNG or SVG exports.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An interactive DC-grid simulator models how an offshore vessel’s power system responds when one of its three switchboard sections fails.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A free, local-first reading companion that tests fonts, spacing, focus modes, and read-aloud settings across web pages and PDFs.