○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A fixed-price service that tests AI agents against canonical policies and reports only failures reproduced three times for the same reason.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 image deblurring tool that measures a photograph, estimates its smear, and runs a single reconstruction locally.
Learning & Exams · score 86.0
Analyst Simulator: Practice the Job Before You Have It
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A browser-based training tool that gives aspiring security analysts realistic tickets, evidence, and decisions to make.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 open knowledge network where humans, models, and agents exchange evidence, document experiments, and preserve revisions.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A Japanese travel handbook that collects eight pre-departure rules from laws and official government documents.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 local astrophotography calculator for checking telescope spacing, camera sampling, sensor coverage, and threaded component handoffs.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A historical command game where you direct five Sherman tanks by radio across Tunisia and Italy, using imperfect maps and orders written in your own words.
Civic & Public Life · score 86.0
Beyond September Keeps Suicide Prevention on the Calendar
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 year-round suicide-prevention movement combining crisis links, survivor-centered pathways, education, campaigns, and participation.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A detailed tracker for Brussels drag competition B*TCH Idol’s third season.
Useful Tools · score 86.0
Blind Wine Notes: A Glass-by-Glass Tasting Practice
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 iPhone and iPad app for recording blind wine tastings, comparing notes, and learning from both correct and incorrect guesses.
Useful Tools · score 86.0
Blipfrog Bridge: a hand-built wireless link for PS5 controllers
○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 $39.99 USB dongle that connects a PS5 DualSense controller wirelessly to a PC while preserving haptics and adaptive triggers.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 engineering publication that reconstructs production architectures, models their costs, and pairs its writing with browser-based calculators.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A Japanese directory that uses a resident’s city and address to identify eldercare consultation offices, procedures, subsidies, and nearby care providers.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 French eight-question calculator estimates when AI might hand you a badge, a herd, and a new life on the Larzac plateau.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A free, accountless cycling map that favors bike lanes, offers voice navigation, and warns riders about hazards.
Civic & Public Life · score 86.0
Clowns de la République: What They Say, What They Vote
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 French parliamentary accountability project compares political groups’ public statements with their recorded votes.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An international fine-catering guide pairing dinner formats, chef profiles, menus, market pricing, and ten browser-based planners.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 compact record of products, experiments, failures, and the engineering work behind them.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A Chinese-language fly-brain simulator lets visitors tune phototaxis, obstacle avoidance, and takeoff impulse, then watch a two-dimensional flight experiment.
Civic & Public Life · score 86.0
CoolEquity Maps Where Trees Could Cool People Most
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 open heat-and-canopy mapping tool ranks neighborhood areas by tree-planting need across five California geographies.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A precision sourdough tool that calculates true hydration, flour-specific hydration ceilings, fermentation windows, levain builds, dough temperature, and a timed bench workflow.
Learning & Exams · score 86.0
DryRun: a Cambridge pseudocode lab that shows where your reasoning breaks
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 practice environment for Cambridge IGCSE 0478 and AS & A Level 9618 computer science, with runnable pseudocode, hidden tests, trace tables, flowcharts, and logic circuits.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An open-source desktop system that coordinates coding agents through real terminals, shared memory, mailboxes, tasks, and a visual workshop floor.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$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 forest site for learning about, monitoring, and volunteering in 29 acres of woods behind Eberwhite Elementary in Ann Arbor.