{"schema_version":4,"generated_from":{"source_hash":"ece8a90518aaff9aba6d561ab761fc54a9291805a25863b2b5267f574307e9d7","cards":1128,"documents":["README.md","agents.html","ai.html","CONSTRAINTS.md","ARCHITECTURE.md","STRATEGY.md","INCOME.md"],"avg_doc_length":25.61,"vocab_size":7535},"assistant":{"name":"Standalone AI","version":"1.0-standalone-browser-system","mission":"Help people discover and use the site's browser tools accurately, privately, and without inventing capabilities. Reasoning, retrieval and memory run in the visitor's browser at ai.html; an optional on-device WebGPU language model can be loaded by the visitor. 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Useful Site in the World + MrProphecy\nOne GitHub Pages site serving two separate products from the same domain:\n- **The Most Useful Site In The World** — 1128 free, self-contained browser\ntools. Entry point: [`index.html`](index.html)\n- **MrProphecy** — UK hip hop and animated soundscapes from Luton.\nEntry point: [`listen.html`](listen.html)\nThe two are kept deliberately separate. See the architecture guide before\nmixing them.\nLive: <https://www.themostusefulsiteintheworld.com>\n---\n## 👉 New here? Read [ARCHITECTURE.md](ARCHITECTURE.md)\n**[ARCHITECTURE.md](ARCHITECTURE.md)** is the full onboarding document — repo\nlayout, how the tool catalogue works, how to add a tool, the verified\nMrProphecy YouTube data, both design systems, SEO conventions, and a list of\ntraps that have already cost people time.\nStart there whether you are a human or an AI agent.\n## Site Staff / AI Developer\n**[STAFF.md](STAFF.md)** is the operations entry point: the site's purpose,\naccountable specialist profiles, work claims, handovers and binding decisions.\nThe permanent **AI Developer** workflow runs Mon & Thu 06:00 UTC or on demand.\nIt gathers evidence, prioritises useful work and can propose verified numeric\ncount maintenance — not unreviewed generated tools.\n```bash\nnode scripts/ai-developer.js staff # missions, responsibilities, review limits\nnode scripts/ai-developer.js plan # read-only audits + actionable priorities\npython3 staff/scan.py --mine # cached branch and working-tree overlaps\n```\nOpen `ai-developer/reports/latest.html` for the searchable offline dashboard;\nJSON/Markdown evidence is saved alongside it and uploaded as Actions artifacts\neven on failed checks. No API key is needed. Profiles are **not** separate live\nagents; inherited failing tests are reported honestly rather than hidden.\nScheduled auto mode never calls a provider; optional drafts require an explicit\nbrief, model, key, passing gates and human review.\n[Staff operating guide](staff/README.md) ·\n[Automation setup](docs/AI-DEVELOPER-SETUP.md) ·\n[Research and rationale](staff/RESEARCH.md)\n## Lantern — the standalone AI\n[`ai.html`](ai.html) is **Lantern**, a standalone AI product that runs entirely\nin the visitor's browser and shares nothing with the catalogue: its own name,\nmark and palette, no catalogue data, no tool recommendations. Type a question\nand it answers — grounded in documents the visitor indexes (answers quote them\nwith citations), plus saved memory, plus real local tools that actually execute\n(arithmetic, dates, units, encoding, JSON, regex, hashing). Without a model\ninstalled the answer is composed on the device from that evidence and is\n**labelled \"composed on device\"** rather than dressed up as model inference;\ninstalling the optional on-device WebGPU model (web-llm, started only when the\nvisitor asks, then cached by the browser) switches the same interface to\ngenerated prose.\nInteraction is built for people rather than for demos: a two-minute guided\ntour, eight lessons with a glossary explaining how the reasoning methods work,\nplain-language starters, a command palette (`Ctrl/⌘ K`), slash commands,\nkeyboard shortcuts, exportable transcripts, and per-answer actions (copy,\nhelpful / not helpful with reasons, simpler, deeper, remember, correct,\nre-run). Ratings and corrections are learned locally — they update a visible\nprofile that shapes later answers — and the advanced instruments (agent\npipeline, reasoning lab, prompt studio, saved tools, developer instruments,\nmodel panel) sit behind an *Advanced* area so the default experience is simply\nchat. Nothing is uploaded, no account or API key exists, and private memory\nstays in the visitor's browser; the live page cannot write back to the\nrepository.\nThe checked-in `local-ai-knowledge.json` grounds the *catalogue* brain used by\nthe machine guide; `learning/approved.json` is the reviewed shared-learning\nchannel. The former Byte companion pages (`local-ai.html`,\n`byte-realistic.html`, `byte-realistic-v4.html`) are `noindex` redirect stubs\nto `ai.html`, and the old agent/developer machine guide now lives at\n[`agents.html`](agents.html).\n## Money & monetisation\n**[INCOME.md](INCOME.md)** — what actually earns, the real audience numbers,\nand what was deliberately not built. Read it before adding anything\nmoney-related.\n## Quick facts\n| | |\n|---|---|\n| Stack | Static HTML/CSS/JS. No build step, no framework, no dependencies. |\n| Hosting | GitHub Pages, served directly from `main`. Deploys in 30–60s. |\n| Tool inventory | Derived from `cards/cards.json`; not a growth target |\n| Add a tool | Follow ARCHITECTURE.md; generate the index, then re-sync the derived artefacts (`scripts/sync-counts.py`, `scripts/build-sitemap.py`, `scripts/build-home-prerender.py`) and verify |\n## Local preview\n```bash\npython3 -m http.server 8891\n# http://127.0.0.1:8891/\n```\nServe over HTTP rather than opening files directly — `file://` breaks the\n`fetch()` that loads the tool catalogue.","tokens":["useful","site","in","world","mrprophecy","one","github","pages","site","serving","two","separate","products","same","domain","useful","site","in","world","1128","self","contained","tools","entry","point","index","html","index","html","mrprophecy","uk","hip","hop","animated","soundscapes","luton","entry","point","listen","html","listen","html","two","kept","deliberately","separate","see","architecture","guide","before","mixing","them","live","https","www","themostusefulsiteintheworld","com","new","here","read","architecture","md","architecture","md","architecture","md","architecture","md","is","full","onboarding","document","repo","layout","catalogue","works","to","add","verified","mrprophecy","youtube","data","both","design","systems","seo","conventions","list","of","traps","already","cost","people","time","start","there","whether","human","or","an","ai","agent","site","staff","ai","developer","staff","md","staff","md","is","operations","entry","point","site","purpose","accountable","specialist","profiles","work","claims","handovers","binding","decisions","permanent","ai","developer","workflow","runs","mon","thu","06","00","utc","or","on","demand","it","gathers","evidence","prioritises","useful","work","propose","verified","numeric","count","maintenance","unreviewed","generated","tools","bash","node","scripts","ai","developer","js","staff","missions","responsibilities","review","limits","node","scripts","ai","developer","js","plan","read","only","audits","actionable","priorities","python3","staff","scan","py","mine","cached","branch","working","tree","overlaps","open","ai","developer","reports","latest","html","searchable","offline","dashboard","json","markdown","evidence","is","saved","alongside","it","uploaded","as","actions","artifacts","even","on","failed","checks","no","api","key","is","needed","profiles","separate","live","agents","inherited","failing","tests","reported","honestly","rather","hidden","scheduled","auto","mode","never","calls","provider","optional","drafts","require","an","explicit","brief","model","key","passing","gates","human","review","staff","operating","guide","staff","readme","md","automation","setup","docs","ai","developer","setup","md","research","rationale","staff","research","md","lantern","standalone","ai","ai","html","ai","html","is","lantern","standalone","ai","product","runs","entirely","in","visitor","shares","nothing","catalogue","own","name","mark","palette","no","catalogue","data","no","recommendations","type","question","it","answers","grounded","in","documents","visitor","indexes","answers","quote","them","citations"]},{"id":"machine-guide","title":"Machine-use guide","source":"agents.html","url":"https://www.themostusefulsiteintheworld.com/agents.html","content":"For AI Agents & Developers — Machine Guide | The Most Useful Site in the World\n🤖 For AI agents & developers Machine guide\nEverything an agent, script or API needs to find, run and share the right tool among 1128 free browser tools — manifests, URL patterns, embed codes and the generated retrieval brain.\nNo auth · no rate limits · plain static GETs · CORS-open JSON · every tool computes in the visitor's browser\n🧭 Two things live at this domain — do not confuse them\n1. The tool catalogue (this guide). 1128 free, self-contained browser\ntools, addressable by slug. Everything below — cards/cards.json , llms.txt ,\nlocal-ai-knowledge.json , tool.html?card=<slug> — belongs to it.\n2. Lantern — a separate standalone AI at ai.html . That\npage is not part of the catalogue and is not a catalogue search front-end. It is a\nself-contained assistant with its own identity: answers composed on the device from documents the\nvisitor supplies (cited), memory that adapts to ratings and corrections, real local tools, eighteen\nreasoning methods with visible working, built-in lessons, and an optional browser-local WebGPU language\nmodel. It reads no catalogue data, recommends no tools and keeps its own storage. Agents should not\ntreat it as an endpoint — there is no API, no POST surface and nothing to fetch from it.\nHistory: the earlier\nlocal-ai.html / byte-realistic*.html companion pages were catalogue-grounded\nexperiments. They now redirect to ai.html ; the catalogue-side artefacts they used\n( local-ai-knowledge.json , learning/ ) are still generated and still documented\nbelow, because agents can use them directly.\nThe endpoints that matter\ncards/cards.json — simple manifest (legacy). One JSON per tool:\n{\n\"name\": \"mortgage\",\n\"title\": \"🏠 Mortgage\",\n\"description\": \"...\",\n\"category\": \"Finance\",\n\"file\": \"mortgage.html\"\n}\nlocal-ai-knowledge.json v3 Thinking — full retrieval engine:\n{\n\"schema_version\": 2,\n\"retrieval\": {\n\"bm25\": {\n\"k1\": 1.2, \"b\": 0.75,\n\"avgdl\": 25.57,\n\"idf\": {\"mortgage\": 4.2, ...},\n\"inverted_index\": {...},\n\"doc_lengths\": [...]\n},\n\"synonyms\": {...},\n\"intents\": [...]\n},\n\"indexes\": {...},\n\"graph\": {\n\"related\": {\n\"mortgage\": [\n{\"name\": \"compoundinterest\", \"score\": 0.82}\n]\n}\n},\n\"cards\": [\n{\n\"name\": \"mortgage\",\n\"embedding\": [0.12, -0.04, ...],\n\"intents\": [\"calculate\",\"finance\"],\n\"capabilities\": {...},\n\"related\": [...]\n}\n]\n}\nRuntime adds HyDE, RRF, MMR, re-rank on top of this static brain — no extra download.\nURL patterns\nPurpose Pattern\nRun any tool (focused) tool.html?card=<tool-slug>\nEmbed any tool (chrome-free) tool.html?card=<tool-slug>&embed=1\nSearch catalogue index.html?q=<query>\nHomepage with tool open index.html?expand=<tool-slug>\nCategory filter index.html?category=Mathematics\nForce view index.html?view=list or ?view=cards\nZero-JS directory tools-index.html\nLantern, the standalone AI (separate product, not an endpoint) ai.html\nAI-facing files\nllms.txt — concise index: what site is, endpoints, category map.\nllms-full.txt — all 1128 tools, one line each, grouped by category.\ncards/cards.json — simple manifest.\nlocal-ai-knowledge.json — v3 brain : BM25, embeddings, graph, intents + runtime HyDE/RRF/MMR.\ntools-index.html — plain-HTML directory, no JS.\nsitemap.xml — every page, including every tool.\nai.html — Lantern, the standalone AI (separate product; no catalogue data, nothing to fetch).\nWorked example: answering \"mortgage overpayment vs investing\"\nAn agent that has never seen this site can answer this correctly in four plain GETs.\nFetch the manifest. GET /cards/cards.json — one object per tool with\nname , title , description , category , file ,\npath . Never invent a slug: if the name is not in this list, the tool does not exist.\nMatch the need, not the words. The query contains two jobs — a repayment\ncalculation and an investment projection. Filtering on\n/mortgage|overpay/i finds mortgage ; /invest|compound/i finds\ncompoundinterest . For fuzzy or multilingual queries, rank with the brain instead\n(next step).\nRank with the generated brain (optional).\nGET /local-ai-knowledge.json carries a BM25 inverted index ( k1=1.2 ,\nb=0.75 , precomputed idf and doc_lengths ) plus a 64-dimension\nhash embedding per tool. Scoring a query is a few lines of arithmetic; the same file also carries a\nrelated-tool graph for suggesting a two-tool workflow.\nHand back something runnable.\nhttps://www.themostusefulsiteintheworld.com/tool.html?card=mortgage — the tool is\ninteractive and private, nothing the visitor types leaves their browser. Add\n&embed=1 to embed it without page chrome.\nSay what you did not do. The tools compute in the visitor's browser; there is no\nPOST API and no server-side result to read. If the answer needs numbers, ask the visitor to open the\ntool rather than quoting figures you cannot obtain.\nFor AI agents: how to integrate\nSimple (no AI needed)\nfetch('/cards/cards.json')\n.then(r => r.json())\n.then(tools => tools.filter(t => /mortgage/i.test(t.title + t.description)))\n// → open: /tool.html?card=mortgage\nAdvanced — rank with the generated brain\nconst brain = await (await fetch('/local-ai-knowledge.json')).json();\nconst { k1, b, avgdl, idf, inverted_index } = brain.retrieval.bm25;\nconst tokens = query.toLowerCase().match(/[a-z0-9]+/g) ?? [];\n// BM25 over the 1128 tool documents, no extra download or service needed\nconst scores = tokens.flatMap(t => inverted_index[t] ?? [])\n.reduce((acc, [doc, tf]) => {\nconst dl = brain.retrieval.bm25.doc_lengths[doc];\nconst num = tf * (k1 + 1);\nconst den = tf + k1 * (1 - b + b * dl / avgdl);\nacc[doc] = (acc[doc] ?? 0) + (idf[tokens[0]] ?? 1) * num / den;\nreturn acc;\n}, {});\n// brain.cards[i].embedding is a 64-dim unit vector — cosine-rank and fuse the\n// two lists with reciprocal rank fusion (1/(60+rank)) if you want both signals\nThe brain is generated deterministically by\nscripts/build-site-brain.py and regression-tested by scripts/evaluate-site-brain.py\nin the public repository, so the index and its scoring are reviewable rather than opaque.\nEmbed a tool\n<iframe src=\"https://www.themostusefulsiteintheworld.com/tool.html?card=mortgage&embed=1\"\nwidth=\"100%\" height=\"520\" style=\"border:0;border-radius:12px\"></iframe>\nEmbeds post height via postMessage { type: \"tmusitw:height\", card, height } for auto-sizing.\nResearch methods — where they actually run\nThe reasoning and retrieval methods below are implemented by the standalone AI at\nai.html — Lantern, a browser-local assistant that can optionally run a\nWebGPU language model on the visitor's own device. They are listed here only so an agent reading this guide is not\ntempted to look for them in the catalogue endpoints — the catalogue exposes data, not inference .\nThe generated brain uses the lexical half of the same literature: BM25, TF-IDF and hashed dense vectors.\nChain-of-Thought — Wei et al. 2022 — \"Chain-of-Thought Prompting Elicits Reasoning in Large Language Models\" — step-by-step reasoning\nSelf-Consistency — Wang et al. 2022 — sample multiple CoT paths, majority vote\nTree-of-Thought — Yao et al. 2023 — \"Tree of Thoughts: Deliberate Problem Solving with Large Language Models\" — BFS/DFS over thoughts with evaluation\nReAct — Yao et al. 2022 — Reason + Act interleaved, tool-use\nReflexion — Shinn et al. 2023 — verbal reinforcement learning via self-reflection\nStep-Back — Zheng et al. 2023 — abstraction via high-level principles\nLeast-to-Most — Zhou et al. 2022 — decomposition into subproblems\nConstitutional AI — Bai et al. 2022 — self-critique against principles, harmlessness\nHyDE — Gao et al. 2022 — Hypothetical Document Embeddings for zero-shot dense retrieval\nRRF — Cormack et al. 2009 — Reciprocal Rank Fusion for ensemble retrieval\nMMR — Carbonell & Goldstein 1998 — Maximal Marginal Relevance for diversity\nGenerative Agents — Park et al. 2023 — memory with recency, importance, relevance scoring\nMemGPT — Packer et al. 2023 — OS-style hierarchical memory management\nWhy this works for small calculations\nPrivate by construction — every tool computes in visitor's browser. No numbers uploaded.\nNothing to sign up for — no API keys, tokens, quotas. If you can GET it, you can use it.\nStable, hackable URLs — tool slugs never change; links keep working.\nOne canonical brain — local-ai-knowledge.json is generated deterministically from the catalogue, checked into the repo and regression-tested, so an agent can audit how it was scored.\nRanking without a service — the brain carries the inverted index, IDF values, document lengths and embeddings, so an agent can rank tools with plain arithmetic and no AI API.\nStable shapes — field names in cards.json and the brain are part of the contract; they change only with a documented migration.\nHouse rules\nHot-linking, embedding, sharing tools is welcome — free forever, no attribution required (appreciated).\nTools are client-side helpers, not data source: they don't expose POST APIs or return computed JSON. Link or embed.\nContent is general info, not financial, medical or legal advice — tools say so where it matters. Quote them as general information, not as professional advice.\nLantern, the standalone AI at ai.html , is a separate product with its own storage and its own identity; it is not an API, it never reads the catalogue and nothing in it can be called from your code.\n← The Most Useful Site in the World ·\nLantern — standalone AI ·\nPlain directory ·\nMrProphecy music ·\nmaintained at github.com/mrpr0phecy/mrpr0phecy ·\nresearch methods cited on this page: CoT (Wei 2022), Self-Consistency (Wang 2022), ToT (Yao 2023), ReAct (Yao 2022), Reflexion (Shinn 2023), Step-Back (Zheng 2023), Least-to-Most (Zhou 2022), Constitutional AI (Bai 2022), HyDE (Gao 2022), RRF (Cormack 2009), MMR (Carbonell 1998), Generative Agents (Park 2023), MemGPT (Packer 2023)","tokens":["ai","agents","developers","machine","guide","useful","site","in","world","ai","agents","developers","machine","guide","everything","an","agent","script","or","api","needs","to","find","run","share","right","among","1128","tools","manifests","url","patterns","embed","codes","generated","retrieval","brain","no","auth","no","rate","limits","plain","static","gets","cors","open","json","every","computes","in","visitor","two","things","live","at","domain","do","confuse","them","catalogue","guide","1128","self","contained","tools","addressable","by","slug","everything","below","cards","cards","json","llms","txt","local","ai","knowledge","json","html","card","slug","belongs","to","it","lantern","separate","standalone","ai","at","ai","html","page","is","part","of","catalogue","is","catalogue","search","front","end","it","is","self","contained","assistant","own","identity","answers","composed","on","device","documents","visitor","supplies","cited","memory","adapts","to","ratings","corrections","real","local","tools","eighteen","reasoning","methods","visible","working","built","in","lessons","an","optional","local","webgpu","language","model","it","reads","no","catalogue","data","recommends","no","tools","keeps","own","storage","agents","should","treat","it","as","an","endpoint","there","is","no","api","no","post","surface","nothing","to","fetch","it","history","earlier","local","ai","html","byte","realistic","html","companion","pages","catalogue","grounded","experiments","they","now","redirect","to","ai","html","catalogue","side","artefacts","they","local","ai","knowledge","json","learning","still","generated","still","documented","below","because","agents","them","directly","endpoints","matter","cards","cards","json","simple","manifest","legacy","one","json","name","mortgage","title","mortgage","description","category","finance","file","mortgage","html","local","ai","knowledge","json","v3","thinking","full","retrieval","engine","schema","version","retrieval","bm25","k1","75","avgdl","25","57","idf","mortgage","inverted","index","doc","lengths","synonyms","intents","indexes","graph","related","mortgage","name","compoundinterest","score","82","cards","name","mortgage","embedding","12","04","intents","calculate","finance","capabilities","related","runtime","adds","hyde","rrf","mmr","re","rank","on","top","of","static","brain","no","extra","download","url","patterns","purpose","pattern","run","focused","html","card","slug","embed","chrome","html","card","slug"]},{"id":"standalone-ai","title":"Standalone AI system","source":"ai.html","url":"https://www.themostusefulsiteintheworld.com/ai.html","content":"Lantern — a free standalone AI that runs in your browser\nSkip to the main content\nLantern\nstandalone AI · runs in this tab\nComposing on device\nSearch… ⌘K\n?\nModel\nUse it\n💬 Chat\n🧭 Tasks\n🎓 Learn\nYour material\n📄 Documents\n🗃️ Memory\n🪞 What it learned\n🧪 Advanced ▾\n🧠 Reasoning lab\n✍️ Prompt studio\n🧰 My tools\n🔧 Developer instruments\n⚙️ Model & privacy\nEverything runs here.\nNo account · no key · nothing uploaded.\nChat\nAsk anything. Answers are composed on this device from your documents, your memory and real local tools — every claim traceable, every limit stated. Load an optional model to unlock free-form writing.\nYour message\nEnter sends · Shift+Enter makes a new line\nStop\nSend\nReasoning approach\nAnswer length\nBrief\nBalanced\nDetailed\nDocuments\nMemory\nTools\nShow working\nSaved tool\nNo saved tool\nHide panel\nNew chat\nPrevious chats\nEarlier chats…\nExport transcript\nClear thread\nEngine\nWhat it used\n0 items\nNothing retrieved yet. Add a document and answers get cited.\nWorking\nExplain\nThe steps behind each answer appear here.\nGetting better\nlearning\nRate an answer and Lantern adjusts length, tone and sources to suit you.\nLearn\nEight short lessons on getting real work out of a browser AI — what it can do, what it must not pretend to do, and how to make it answer well. Everything is interactive: each lesson drives the real page.\nYour progress\n0 of 8\nTake the 2-minute tour\nReset progress\nSaved in this browser only\nLessons\nWhich reasoning approach?\nAuto picks for you. When you want to steer, this is the short version.\nJob Pick\nGlossary\nFilter\nTasks\nGive a goal with several parts. Lantern writes a plan, retrieves evidence, computes with real tools on this device, then checks itself — and tells you which parts it could not settle.\nGoal\nMax steps\nCheck the result\nRun task\nPlanner split the goal\nRetriever evidence & memory\nReasoner choose an approach\nActor run real tools\nVerifier check the claims\nWhat it can run\nRun a tool yourself\nRead a model's tool call\nTool\nParameters (JSON)\n{}\nRun tool\nPaste raw output from any model. Tool calls are read from fenced tool blocks or JSON with a tool key, validated against the schema, then executed here on your device.\nModel output\nExtract & run\nDocuments\nAdd the text you want answers grounded in — notes, contracts, specs, revision material. Files are read in this tab and never uploaded. Answers that use them cite them, with the passage attached.\nAdd a document\nUse a sample\nTitle\nText\nChoose file…\nno file chosen\nAdd & index\nTest retrieval\n0 passages\nAsk your documents\nResults\nHyDE\nFuse ranks\nExpand terms\nDiversity λ — 0.70\nSearch\nHow similar are two texts?\nIs a draft grounded?\nCosine similarity over 64-dimension hashed embeddings — the same vectors retrieval uses. Useful for spotting duplicated material.\nText A\nText B\nCompare\nPaste a draft answer. Each claim is checked against your documents and labelled supported, partial or unsupported. It flags risk — it cannot prove a claim true.\nDraft to check\nCheck grounding\nMemory\nFacts you want carried between conversations: preferences, deadlines, context. Each one is scored for relevance, recency and importance, and stored on this device. Everything here is yours to edit or erase.\nTeach it something\n0 suggestions\nMemory\nImportance — 5 /10\nType\nPreference (how you like things)\nFact (something true)\nEvent (something that happened)\nLong-term note\nScore importance for me\nRemember\nRecall\n0 memories\nSearch your memories\nResults\nSearch\nSummarise recent\nAll memories\nFilter\nAll types\nPreferences\nFacts\nEvents\nLong-term\nSummaries\nExport\nImport\nForget everything\nWhat it learned\nLantern adapts from your ratings, your corrections and the facts you save. Nothing is inferred behind your back: everything below is visible, editable, and erasable in one click.\nHow answers are shaped\ndefaults\nLength\nBrief — answer first, minimum words\nBalanced\nDetailed — explain the reasoning\nTone\nPlain English\nTechnical\nAlways cite sources\nOffer follow-up questions\nCorrections you have given\n0\nWhen you correct an answer, the correction is stored and shown again the next time a similar question comes up.\nRatings\nExport Clear\nPrivacy and storage\nRefresh\nExport everything\nErase all local data\nReasoning lab\nPut one problem through any of the approaches in the literature and read the trace, the branches and the verification passes. With an on-device model loaded these drive real generation; without one they run the same methods over your documents and tools, and label the output honestly.\nProblem\nGround in my documents\nAllow local tools\nRun\nApproach\nauto\nTree depth\nBranching\nTemperature\nResult\ncomposed\nExport trace\nTrace\nPrompt studio\nWrite prompts that survive contact with a model: worked examples, injection defence, meta-prompts, and reusable reasoning templates. Everything runs locally on the text you paste.\nFew-shot builder\nInjection defence\nMeta-prompt\nTemplate library\nTask instruction\nExamples — one per line, input => output\nFraming\nXML tags\nJSON\nMarkdown\nChat messages\nAdd output rules\nBuild prompt\nHeuristic scanner for known attack shapes: instruction override, role injection, delimiter escape, prompt exfiltration, encoded payloads, egress URLs. It lowers risk; it does not make a model safe on its own.\nText to scan (a prompt, a retrieved document, an email…)\nScan\nLoad an example attack\nRough prompt\nRole\nAudience\nReasoning approach\nRefine prompt\nBuffer-of-thoughts style templates: saved reasoning structures to hand to a model. Stored locally, editable, exportable.\nTemplate name\nTemplate body\nSave template\nMy tools\nBuild a reusable tool from the parts of this system — an instruction, a reasoning approach, the capabilities it may use and the shape of its output. Saved tools appear in Chat. They export as JSON.\nNew tool\ncreating\nName\nIcon (emoji)\nInstruction\nReasoning approach\nOutput shape\nProse\nBullets\nMarkdown with headings\nStrict JSON\nMarkdown table\nCapabilities\nUse my documents\nUse memory\nCheck before answering\nSave tool\nReset form\nYour tools\nExport all\nImport\nDeveloper instruments\nThe numbers behind an AI feature: context budgets, cost and latency, tool-declaration validity and Model Context Protocol messages. All computed here, no calls out.\nContext budget\nCost & latency\nTool schema validator\nMCP tester\nModel context (tokens)\nSystem prompt (chars)\nReserved output (tokens)\nRAG chunks\nChars per chunk\nHistory turns\nCharacters per turn\nCharacters per token\nCompute budget\nInput tokens\nOutput tokens\nCalls per day\nModels to compare — name, $ per 1M input, $ per 1M output, tokens/second, time to first token (ms)\nOn-device (this page), 0, 0, 24, 120\nSmall hosted model, 0.15, 0.60, 90, 400\nFrontier hosted model, 3.00, 15.00, 60, 900\nCompare models\nPaste a tool declaration (OpenAI-style functions or MCP tool input schemas) and check it before a model ever sees it.\nDeclaration (JSON)\nFlavour\nDetect\nOpenAI functions\nMCP tool\nValidate\nLoad a valid example\nBuilds and validates JSON-RPC 2.0 messages for the Model Context Protocol, then runs them against a local mock server so you can see the exact response shape. No network involved.\nMethod\ninitialize\ntools/list\ntools/call\nresources/list\nprompts/list\nping\nTool\nArguments (JSON)\nSend to mock\nRequest\nResponse\n—\nModel & privacy\nLantern works with no model at all. Loading one is optional, happens only when you press the button, and runs the weights on this device through WebGPU.\nThis device\nchecking…\nOn-device model\nnot loaded\nModel\nDownload & load\nUnload\nLoading downloads weights into your browser cache — typically 0.4–2 GB. It is the only network traffic this page can generate, and it only starts when you press the button.\nTemperature\nTop-p\nMax output tokens\nHonest limits\nNo model, no invention. Without a model Lantern composes answers from your documents, your memory and computed tool results. It does not write free-form prose and it says what it could not do.\nSmall local models are weak. A 0.4–2 GB on-device model is far below a hosted frontier model. The working is always shown so you can judge the answer rather than trust it.\nRetrieval is lexical plus hashed vectors. BM25 and 64-dimension hashed embeddings are fast and private, but they are not a trained semantic encoder.\nNot advice. Medical, legal and financial output is general information. Check anything that matters with a professional.\nNothing leaves this device. No account, no cookies and no analytics on this page; the only optional request is the model download above.\nWhere things are stored\nDocuments, memory, preferences, ratings and conversations live in this browser's IndexedDB and localStorage — for this origin only. Clearing site data, or the button below, removes them for good.\nManage what it learned\nErase all local data\nThe methods, and the papers behind them\nLantern is a standalone AI: it fetches no catalogue, recommends no other service, has no API, and keeps everything in this tab.\nReasoning and retrieval methods: Chain-of-Thought (Wei 2022) · Self-Consistency (Wang 2022) · Tree-of-Thought (Yao 2023) · ReAct (Yao 2022) · Reflexion (Shinn 2023) · Step-Back (Zheng 2023) · Least-to-Most (Zhou 2022) · Graph-of-Thought (Besta 2023) · Buffer-of-Thoughts (Zhou 2023) · Self-Discover (Zhou 2024) · Quiet-STaR (Zelikman 2024) · Algorithm-of-Thoughts (Sel 2023) · Chain-of-Verification (Dhuliawala 2023) · Self-Refine (Madaan 2023) · Cumulative Reasoning (Zhang 2023) · Mixture-of-Agents (Wang 2024) · Meta-prompting (Suzgun 2024) · Constitutional AI (Bai 2022) · HyDE (Gao 2022) · RRF (Cormack 2009) · MMR (Carbonell 1998) · Generative Agents (Park 2023) · MemGPT (Packer 2023).\nOptional local inference runs through web-llm on WebGPU.\nSearch or run a command\nWelcome\nSkip tour\nBack\nNext\nKeyboard shortcuts\nCtrl / ⌘ + K Search modes and actions\nEnter Send your message\nShift + Enter New line\nEsc Stop the current answer, or close a panel\n/ at the start of a message Run a command — try /help\nAlt + 1 … 6 Chat · Tasks · Learn · Documents · Memory · What it learned\n? This list\nClose","tokens":["lantern","standalone","ai","runs","in","skip","to","main","content","lantern","standalone","ai","runs","in","tab","composing","on","device","search","model","it","chat","tasks","learn","material","documents","memory","it","learned","advanced","reasoning","lab","prompt","studio","my","tools","developer","instruments","model","privacy","everything","runs","here","no","account","no","key","nothing","uploaded","chat","ask","anything","answers","composed","on","device","documents","memory","real","local","tools","every","claim","traceable","every","limit","stated","load","an","optional","model","to","unlock","form","writing","message","enter","sends","shift","enter","makes","new","line","stop","send","reasoning","approach","answer","length","brief","balanced","detailed","documents","memory","tools","show","working","saved","no","saved","hide","panel","new","chat","previous","chats","earlier","chats","export","transcript","clear","thread","engine","it","items","nothing","retrieved","yet","add","document","answers","get","cited","working","explain","steps","behind","each","answer","appear","here","getting","better","learning","rate","an","answer","lantern","adjusts","length","tone","sources","to","suit","learn","eight","short","lessons","on","getting","real","work","out","of","ai","it","do","it","must","pretend","to","do","to","make","it","answer","well","everything","is","interactive","each","lesson","drives","real","page","progress","of","take","minute","tour","reset","progress","saved","in","only","lessons","reasoning","approach","auto","picks","want","to","steer","is","short","version","job","pick","glossary","filter","tasks","give","goal","several","parts","lantern","writes","plan","retrieves","evidence","computes","real","tools","on","device","checks","itself","tells","parts","it","could","settle","goal","max","steps","check","result","run","task","planner","split","goal","retriever","evidence","memory","reasoner","choose","an","approach","actor","run","real","tools","verifier","check","claims","it","run","run","yourself","read","model","call","parameters","json","run","paste","raw","output","model","calls","read","fenced","blocks","or","json","key","validated","against","schema","executed","here","on","device","model","output","extract","run","documents","add","text","want","answers","grounded","in","notes","contracts","specs","revision","material","files","read","in","tab","never","uploaded","answers","them","cite","them"]},{"id":"constraints","title":"Site constraints","source":"CONSTRAINTS.md","url":"https://github.com/mrpr0phecy/mrpr0phecy/blob/main/CONSTRAINTS.md","content":"# CONSTRAINTS.md — the things you cannot know from the code\nShort by design. This file holds **only** facts an agent cannot discover by\nreading the repo or running the checks — owner decisions, and traps whose\nreasons are invisible. Everything else lives in code, in checks, or in git.\nIf you want to know *what happened*, use git and GitHub — `git log`,\n`gh pr list`, `gh issue list`. Don't write status reports into the repo.\n---\n## Owner decisions\nThese came from the owner. Don't reverse them without a fresh instruction\nfrom the owner — and if you think one is wrong, say so in your summary rather\nthan acting on it.\n**Products A and B stay separate.** No music players, artist banners or\ncross-promo on the tool catalogue or any card; no tool links on the music\npages. Deliberate, not an oversight.\n**Never delete or replace an existing tool** without the owner saying so\nfirst. Adding is free; retiring is not. Same for anything in ARCHITECTURE.md\n§9's do-not-touch list.\n**Analytics (`G-G058FVW6Z2`) stays exactly where it is** — index, the music\ncluster, both money pages, news. It does *not* go sitewide. `tool.html`,\n`404.html`, the cards and the standalone experiments stay clean. Changing the\nanalytics footprint in either direction is an owner call.\n**Because analytics exists, some claims are lies.** Never write \"100%\nprivate\", \"no tracking\", \"no cookies\" or \"no analytics\" on a page carrying GA.\nThese are true everywhere and always safe: *no ads · no accounts · no\nsign-ups · no paywalls · runs in your browser*. On tool cards specifically,\n\"your inputs never leave your device\" is true **except** for the cards\n`scripts/check-egress.py` classes as A or C — check before claiming it.\n**No growth hacks.** No view-bots, hidden players, autoplay tricks or\nengagement pods — they violate platform ToS and risk the channel. Legitimate\ngrowth only: metadata, speed, internal links, translated pages, honest CTAs.\nNo ads or trackers on Product A, no paywalls, no fake urgency.\n**The AI Developer workflow stays** (`.github/workflows/ai-developer.yml`).\nAn agent once deleted it claiming owner instruction; that was false.\n**`token.html` is kept deliberately** — but no crypto promotion.\n## Traps you cannot see from the code\n**Never hand-edit a tool count, `sitemap.xml`, or `index.html`'s generated\nfirst screen.** All of them are produced (`scripts/sync-counts.py`,\n`scripts/build-sitemap.py`, `scripts/build-home-prerender.py`); `verify.sh`\nfails on drift. The count appears 49 times across 10 files — editing by hand\nhas failed every single time it has been attempted. The home page's\n`HOME-FAST-PATH` and `HOME-PRERENDER` blocks — the head bootstrap that\nprefetches the first tools, the eight pre-rendered card shells and the\nper-category count badges — are the same kind of artefact. They look like\nhand-written markup and are not.\n**`generate-cards-json.js` overwrites the `category` field** from hardcoded\nlists inside the script. Add your slug to the right list *before* running it,\nor your category is silently lost.\n**All 644 cards share one DOM.** Element ids must be globally unique — prefix\neverything. Top-level JS names collide too (126 of them: `showError`,\n`updateStats`, `STORAGE_KEY`…); IIFE-wrap anything you touch.\n**Never interpolate untrusted input into `innerHTML`.** URL params,\n`error.message` and `cards.json` strings go in via `textContent` or DOM APIs.\n`tool.html` shipped a reflected XSS through `?card=` exactly this way.\n**Missing images are usually a sparse checkout, not a bug.** `images/` is\n~50 MB and normally off disk. Confirm with `curl -sI` against the live site\nbefore \"fixing\" anything.\n**The `o`/`0` handle mismatch is intentional** — YouTube `@MrProphecy`,\nSoundCloud and Instagram with a zero. Not a typo.\n**Never invent YouTube IDs.** Use the verified table in ARCHITECTURE.md §4.\nA Rickroll (`dQw4w9WgXcQ`) once shipped as a placeholder on a live page.\n**`sw.js` is not registered** by any page, on purpose. `guide.txt` is stale.\n`CNAME` deletion breaks the custom domain.\n## Open questions only the owner can answer\nNot a work queue — just the things genuinely blocked on a decision. Delete a\nline the moment it is answered.\n- **Language pages** — thin machine-translated hreflang cluster. Enrich with\nreal localisation, or consolidate?\n- **`sw.js`** — enable it (a real win for an offline-first tool site) or\ndelete it? Currently dead code.\n- **Ship or delete:** `indexbeta.html`, `hokidea.html`, the four unlinked CV\nfiles, `substitutions/`, `system/`, `digitaldetoxcardshtml/`.\n- **LICENSE** — none chosen yet.\n- **`AI_API_KEY`** secret — unset, so the workflow's `generate` mode is\nskipped (audit and fix still run). Add one if drafts are wanted.\n- **126 top-level JS name collisions** — fixing means IIFE-wrapping many\ncards: a large mechanical diff. Worth it?\n- **`token.html` says 644 tools** — if the token perks were scoped to a\nsubset, that number should be scoped instead of synced.","tokens":["constraints","md","things","cannot","know","code","short","by","design","file","holds","only","facts","an","agent","cannot","discover","by","reading","repo","or","running","checks","owner","decisions","traps","whose","reasons","invisible","everything","else","lives","in","code","in","checks","or","in","git","if","want","to","know","happened","git","github","git","log","gh","pr","list","gh","issue","list","don","write","status","reports","repo","owner","decisions","these","came","owner","don","reverse","them","without","fresh","instruction","owner","if","think","one","is","wrong","say","so","in","summary","rather","acting","on","it","products","stay","separate","no","music","players","artist","banners","or","cross","promo","on","catalogue","or","card","no","links","on","music","pages","deliberate","an","oversight","never","delete","or","replace","an","existing","without","owner","saying","so","first","adding","is","retiring","is","same","anything","in","architecture","md","do","touch","list","analytics","g058fvw6z2","stays","exactly","it","is","index","music","cluster","both","money","pages","news","it","does","go","sitewide","html","404","html","cards","standalone","experiments","stay","clean","changing","analytics","footprint","in","either","direction","is","an","owner","call","because","analytics","exists","claims","lies","never","write","100","private","no","tracking","no","cookies","or","no","analytics","on","page","carrying","ga","these","true","everywhere","always","safe","no","ads","no","accounts","no","sign","ups","no","paywalls","runs","in","on","cards","specifically","inputs","never","leave","device","is","true","except","cards","scripts","check","egress","py","classes","as","or","check","before","claiming","it","no","growth","hacks","no","view","bots","hidden","players","autoplay","tricks","or","engagement","pods","they","violate","platform","tos","risk","channel","legitimate","growth","only","metadata","speed","internal","links","translated","pages","honest","ctas","no","ads","or","trackers","on","product","no","paywalls","no","fake","urgency","ai","developer","workflow","stays","github","workflows","ai","developer","yml","an","agent","once","deleted","it","claiming","owner","instruction","false","token","html","is","kept","deliberately","no","crypto","promotion","traps","cannot","see","code","never","hand","edit","count","sitemap","xml"]},{"id":"architecture","title":"Site architecture","source":"ARCHITECTURE.md","url":"https://github.com/mrpr0phecy/mrpr0phecy/blob/main/ARCHITECTURE.md","content":"# ARCHITECTURE.md — mrpr0phecy/mrpr0phecy\n**Read this first.** It is the single onboarding document for this repository,\nwritten so that a human or an AI agent handed a GitHub token can be productive\nwithin about ten minutes and without breaking anything.\n**For AI agents:** start with **[AGENTS.md](AGENTS.md)**, the agent-facing\noperating manual (what to never touch, task sequences, workspace budget).\nIf you need GitHub access in a fresh session, see\n**[AGENT_ACCESS.md](AGENT_ACCESS.md)** — the self-service device-flow auth\n(`bash scripts/agent-auth.sh`) plus the sparse-clone recipe. Use it instead of\nasking the owner to paste a token.\nLast substantive update: 2026-09-07.\nFor anything money-related — what earns, what the real numbers are, and what\nwas deliberately not built — see **[INCOME.md](INCOME.md)**.\n---\n## 1. What this repository actually is\nOne GitHub Pages site serving **two unrelated products** from the same domain:\n| | Product | Entry point | Audience |\n|---|---|---|---|\n| **A** | **The Most Useful Site In The World** — 1128 self-contained browser tools | `index.html` | People searching for a specific tool |\n| **B** | **MrProphecy** — the music project of the repo owner | `listen.html` | Listeners, YouTube discovery |\n**These two are deliberately kept separate.** This is a standing instruction\nfrom the owner, not an accident of history. Do not add music players, artist\nbanners, or cross-promotional footers to the tool catalogue or to any card, and\ndo not add tool links to the music pages. If a task says \"improve the site\",\nestablish *which* site first.\n- **Live:** <https://www.themostusefulsiteintheworld.com>\n- **Hosting:** GitHub Pages, served straight from `main`. There is no build\nstep, no bundler, no CI, no framework. What is committed is what is served.\n- **Custom domain:** the `CNAME` file. Deleting it breaks the domain.\n- **Deploy latency:** roughly 30–60 seconds after a push. Always verify live\nwith `curl` rather than assuming.\n---\n## 2. Repository map\n```\n/\n├── index.html Product A: tool catalogue (search/filter UI)\n├── cards/\n│ ├── cards.json Generated index of all 1128 tools\n│ └── <tool-name>.html 1128 tool fragments (NOT full documents)\n├── generate-cards-json.js Rebuilds cards.json from the cards/ directory\n├── ai.html Lantern — standalone AI product. Chat answered on\n│ the device from the visitor's own documents and\n│ memory (composed answers are labelled as such),\n│ real local tools, 18 reasoning methods with visible\n│ working, a guided tour and lessons, rating-driven\n│ adaptation, optional WebGPU model. Own name, mark\n│ and palette: no catalogue data or branding\n├── agents.html Machine-use guide for AI agents & developers\n│ (the former /ai.html; cards and llms.txt link here)\n│\n├── listen.html Product B: music hub — the main entry point\n├── radio.html Continuous player — 47 tracks back to back (YPP watch time)\n├── thisorthat.html Head-to-head voting game — shareable, builds a top 5\n├── youtubepromo.html Videos & Visuals — all 47 animated videos\n├── youtubepromo1.html Stream Free — SoundCloud / free-listening angle\n├── youtubepromo2.html The Full Story — long-form guide\n├── youtubepromo3.html Sons of South — the crew / UK scene\n├── luton.html Luton & Bedfordshire — local SEO + FAQ schema\n├── music.html Press kit — bio, discography, booking\n├── support.html Direct support / PayPal — music side\n├── donate.html Wikipedia-style appeal — tools side\n├── sponsor.html Sponsorship / advertising enquiries\n├── mpnews.html Music news page\n├── opensourcenews.html Open Source News — live global broadcast from open RSS feeds (see §9)\n│\n├── <12 language pages> hindi, marathi, bengali, punjabi, chinese, dutch,\n│ french, japanese, portuguese, russian, spanish, thai\n│ — translated MrProphecy landing pages\n│\n├── sonicfansite.html Standalone Sonic fan site (unrelated to A and B)\n├── beachsimulator.html, citysimulator.html, fightsimulator.html,\n│ aiwalker.html, animation.html, birdapp.html, clock.html,\n│ eternalbeffudlementmachine.html, local-ai.html, byte-realistic.html,\n│ byte-realistic-v4.html, slideshowtest.html,\n│ token.html, tool.html, indexbeta.html, hokidea.html, supaviewer.html\n│ Experiments and one-offs. Not linked from the\n│ catalogue. Safe to ignore; ask before deleting.\n│ `local-ai.html`, `byte-realistic.html` and\n│ `byte-realistic-v4.html` are noindex redirect\n│ stubs pointing at ai.html.\n│ `supaviewer.html` is SupaViewer, a standalone\n│ in-browser virtual-world viewer (docs in\n│ supaviewer/).\n├── local-ai-knowledge.json Generated public catalogue/docs context, consumed\n│ by agents.html and scripts/evaluate-site-brain.py\n├── learning/ Reviewed shared-learning entries\n│ approved.json, README.md\n│\n├── manifest.json PWA manifest\n├── sw.js Service worker — present but NOT registered (§7)\n├── robots.txt Allows all, points at the sitemap\n├── sitemap.xml All indexable pages, generated (§6); noindex\n│ redirect stubs are excluded automatically\n├── icon-192.png, icon-512.png, icon-maskable-512.png\n├── logo.png, mrprophecypic.jpg, backgroundpic.jpg\n├── images/ ~50 MB of photos. Excluded from sparse checkouts.\n├── README.md Short public-facing readme\n├── guide.txt 69 KB of older notes; historical, not authoritative\n├── CV.docx / CV.pdf / cv.pdf / latestcv.docx Owner's CV files\n└── substitutions/, system/, digitaldetoxcardshtml/ Legacy, unused\n```\n---\n## 3. Product A — the tool catalogue\n### How it works\n`index.html` fetches `cards/cards.json` at runtime and renders a searchable\ngrid. **The grid itself is never hardcoded.** A tool is discoverable if and\nonly if it appears in `cards.json`.\nEach tool opens inside the catalogue shell, which supplies the CSS custom\nproperties. That is why cards are fragments rather than whole pages.\n### First-screen fast path (generated — do not hand-edit)\n`cards.json` is 516 KB raw / ~136 KB gzipped, and it used to gate everything:\nthe browser downloaded it, parsed it, built all 1128 placeholders, and only\nthen asked for the first tool. On a modelled fast-4G link the first real card\nlanded ~870 ms in, behind bytes it did not depend on.\nTwo generated blocks in `index.html` break that serialisation. Both are written\nby `scripts/build-home-prerender.py` between marker comments, both are derived\nfrom `cards.json`, and `bash scripts/verify.sh` fails if either drifts:\n- **`HOME-FAST-PATH`** (in `<head>`) starts the `cards.json` fetch and the first\nsix card-fragment fetches while the head is still parsing. The responses are\nparked as promises on `window.__mpFastPath` and consumed exactly once by\n`takePrefetchedCatalogue()` / `takePrefetchedCard()`, so nothing is\ndownloaded twice and a failed or slow prefetch silently falls back to the\nloader's own fetch. (This replaced a `<link rel=\"preload\" as=\"fetch\">`:\nreusing a preload depends on its credentials mode matching the later\n`fetch()`, and a miss downloads 136 KB twice.)\n- **`HOME-PRERENDER`** (in `#dashboard`) ships the first eight cards as real\nmarkup — title, category badge, standalone link — so the first screen paints\nwith the HTML instead of after a JSON round trip, and so a crawler sees real\ntool links. `adoptPrerenderedCards()` adopts these shells during parse and\nstarts rendering into them; `loadCardList()` keeps them and builds the rest\nof the catalogue around them, dropping any shell whose tool has gone.\nThe same script also re-syncs the per-category count badges on the filter pills\n(`updateCategoryCounts()` overwrote them at runtime, so 21 of 27 had silently\ndrifted in the HTML that crawlers and no-JS visitors read). `count-all` and\n`heroToolCount` belong to `sync-counts.py` — one number, one owner.\nAfter the first screen's placeholders exist, the build of the remaining ~1120\nyields while the loader pipeline is busy (`FIRST_SCREEN_CHUNKS` /\n`YIELD_FRAME_LIMIT`), so the catalogue tail no longer competes with the tools\nthe user is actually looking at. The yield is bounded, so a busy page cannot\nstarve the build.\n### Anatomy of a card\nA card is an **HTML fragment**. No `<!doctype>`, no `<html>`, `<head>` or\n`<body>`.\n```html\n<!-- cards/my-tool.html -->\n<h2 id=\"mytl-title\" style=\"margin-top:0;color:var(--accent);\">🔧 My Tool</h2>\n<form aria-describedby=\"mytl-desc\" onsubmit=\"event.preventDefault();\">\n<p id=\"mytl-desc\" class=\"small\"\nstyle=\"color:var(--text-secondary);margin-bottom:14px;font-size:0.85rem;\">\nOne or two sentences describing what the tool does.\n</p>\n<!-- controls -->\n</form>\n<script>\n(function(){\n// All logic inside an IIFE. Never leak globals.\n})();\n</script>\n```\nHard rules, learned from breakages:\n1. **Fragment only.** A full document nested inside the shell breaks layout.\n2. **Element IDs must be globally unique across all 1128 cards.** They share one\nDOM. Pick a short prefix per tool (`b3js-`, `cwf-`, `mytl-`) and use it on\nevery single element. An ID collision silently makes another tool misbehave,\nwhich is very hard to trace.\n3. **Inline styles**, plus the CSS variables in §5. There is no per-card\nstylesheet.\n4. **Wrap all JS in an IIFE.** No global `let`/`const`/`function`.\n5. **Self-contained.** No external JS/CSS. No network calls. Everything runs\noffline in the browser.\n6. `onsubmit=\"event.preventDefault();\"` on any form, or the page reloads.\n### Adding a tool — the exact sequence\n```bash\n# 1. Write the fragment\nvim cards/my-tool.html\n# 2. Add the slug to the right category list in generate-cards-json.js FIRST\n# (see the warning below), then regenerate the index\nnode generate-cards-json.js\n# 3. Re-sync everything derived from the catalogue. Never hand-edit a count\n# or the home page's generated first screen — these scripts own them and\n# verify.sh fails on drift.\npython3 scripts/sync-counts.py\npython3 scripts/build-sitemap.py\npython3 scripts/build-home-prerender.py\n# 4. Verify, commit, push, wait ~50s, then verify live:\nbash scripts/verify.sh\ncurl -s https://www.themostusefulsiteintheworld.com/cards/cards.json \\\n| python3 -c \"import json,sys;print(len(json.load(sys.stdin)))\"\n```\n> **Warning — `generate-cards-json.js` overwrites categories.**\n> The script assigns `category` from hardcoded filename lists near the top of\n> the file. Any card not in a list gets a default. If you set a category by\n> hand and then re-run the script, **your category is silently lost**. Either\n> add the filename to the appropriate list inside the script (preferred), or\n> re-apply the category after every run. This has bitten previous work.\n### Card JSON shape\n```json\n{\n\"id\": \"acoustic-levitation-standing-wave-title\",\n\"name\": \"acoustic-levitation-standing-wave\",\n\"title\": \"🔊 Ultrasonic Acoustic Levitation\",\n\"description\": \"40 kHz ultrasonic standing wave acoustic trap...\",\n\"category\": \"Science & Engineering\",\n\"file\": \"acoustic-levitation-standing-wave.html\",\n\"path\": \"cards/acoustic-levitation-standing-wave.html\"\n}\n```\n`title` and `description` are scraped from the `#<prefix>-title` and\n`#<prefix>-desc` elements. If a card is missing them, its catalogue entry will\nbe blank — a common cause of \"my tool shows up empty\".\n### Categories (1128 tools)\nDerived from `cards/cards.json` — regenerate rather than hand-edit.\n| Count | Category | | Count | Category |\n|---|---|---|---|---|\n| 195 | Science & Engineering | | 29 | Museum & Collection |\n| 142 | Productivity & Lifestyle | | 26 | Wellbeing & Community |\n| 79 | Finance & Money | | 22 | Culinary & Food Science |\n| 67 | Algorithms & Computer Science | | 21 | Virtual Worlds & Gaming |\n| 67 | Writing & Language | | 19 | AI & Autonomous Agents |\n| 54 | Sports | | 17 | Mind-Blowing Demos |\n| 53 | Mathematics | | 12 | Lucid Dreaming & Sleep |\n| 51 | Interactive Art & Living Worlds | | 10 | Anime & Otaku Culture |\n| 44 | SaaS & Business Killers | | 10 | Aquatics & Fishkeeping |\n| 37 | Home & DIY | | 10 | Birdwatching & Ornithology |\n| 35 | Astronomy & Space | | 10 | Dogs & Canine Care |\n| 35 | Music & Audio | | 10 | Natural Remedies & Herbs |\n| 34 | Health & Fitness | | 10 | Survival & Emergency Readiness |\n| 29 | MrProphecy Arcade | | | |\nTotal: 1128 tools in 27 categories.\n---\n## 4. Product B — MrProphecy music\n### Verified facts\nEverything below was confirmed against YouTube's oEmbed API. **Use these\nvalues; do not invent IDs.**\n| Item | Value |\n|---|---|\n| YouTube channel | `@MrProphecy` — note the capitals, this is canonical |\n| Flagship video | `qL6X6n6FLuo` — \"MrProphecy – Injection\" |\n| Animated Soundscapes | `PLasqsDl8vf8dX09ZHd9G33ihpdUV2h2G8` — 47 videos |\n| In 2025: The Movie | `PLasqsDl8vf8eEUJVB923RSbXDJHazWLoZ` — 26 videos |\n| Sons of South | `PLB68AB9B6E57C3FC1` — 100 videos |\n| SoundCloud | `soundcloud.com/mrpr0phecy` (note the **zero**) |\n| Instagram | `@mrpr0phecy` (zero) |\n| TikTok | `@mrprophecy1212` |\n| Base | Luton, England |\nThe handles are inconsistent by nature: YouTube uses an `o`, SoundCloud and\nInstagram use a `0`. This is not a typo — do not \"fix\" it.\n**The \"In-\" series.** 26 of the 47 animated tracks have titles beginning with\n\"In\": Injection, Invincible, Infighting, Incarnation, Inside, Inrush,\nInnersoul, Invested, Innovate, Incursion, Infiltrate, Incompetence, Inherent,\nIntrovert, Instinct, Indigo, Init, Inhabited, Internal, Integrate,\nIncandescent, Inbound, Inhale, Inauguration, Inferno, Invasion. This is a\ndeliberate creative signature and `listen.html` is built around it.\n### Getting video metadata without an API key\nYouTube blocks scraping from most automated environments, but oEmbed is open\nand needs no key:\n```bash\ncurl -s \"https://www.youtube.com/oembed?url=https://www.youtube.com/watch?v=VIDEO_ID&format=json\"\n```\nTo enumerate a playlist, extract IDs from the playlist HTML then resolve each:\n```bash\ncurl -s \"https://www.youtube.com/playlist?list=PLAYLIST_ID\" \\\n| grep -oE '\"videoId\":\"[A-Za-z0-9_-]{11}\"' \\\n| grep -oE '[A-Za-z0-9_-]{11}' | awk '!seen[$0]++'\n```\nThumbnails follow a fixed pattern — no API needed:\n`https://i.ytimg.com/vi/<ID>/maxresdefault.jpg` (also `hqdefault`, `mqdefault`).\n### `listen.html` — the music hub\nThe most recently rebuilt page and the best template for future music work.\n- Hero built on the flagship video's artwork.\n- **Video wall of all 47 videos**, split into the In- series and 21\ncollabs/remixes, generated from live YouTube metadata.\n- **Click-to-load players.** No `<iframe>` exists on load. Nothing is requested\nfrom YouTube until the visitor clicks. This keeps the page fast and means no\nthird-party cookies are set for people who never press play. *Preserve this\nbehaviour* — dropping in a plain `<iframe>` undoes it.\n- Modal player: Escape closes, focus is restored, and the iframe is destroyed\non close so audio actually stops.\n- `MusicGroup` JSON-LD, canonical, Open Graph and Twitter cards.\n### The music page cluster — one net, seven angles\nThe music pages are **deliberately separate rather than consolidated**. Each\ntargets a different search intent so the project casts a wider net; merging\nthem would narrow it. The rule is that no two pages may compete for the same\nquery — every page needs its own title, description, keywords and angle.\n| Page | Angle | Targets |\n|---|---|---|\n| `listen.html` | Hub / start here | brand searches, \"MrProphecy\" |\n| `radio.html` | Continuous play | \"listen continuously\", background listening |\n| `thisorthat.html` | Interactive game | shares, repeat visits, \"rank tracks\" |\n| `youtubepromo.html` | Videos & visuals | \"animated music video\", \"In- series\" |\n| `youtubepromo1.html` | Free streaming | \"stream free\", \"SoundCloud\", \"no signup\" |\n| `youtubepromo2.html` | Long-form guide | \"who is MrProphecy\", discovery reading |\n| `youtubepromo3.html` | Sons of South | crew names, \"All Eyes On The South\" |\n| `luton.html` | Local | \"Luton rapper\", \"Bedfordshire hip hop\" |\n| `music.html` | Press kit | \"bio\", \"booking\", press and curators |\n| `support.html` | Direct support | \"support independent artist\", tipping |\nAll seven share a sticky nav (`.mp-nav`, generated by `nav()` in the build\nscript) so the cluster is interlinked and ranking signal flows between the\npages instead of each being an orp","tokens":["architecture","md","mrpr0phecy","mrpr0phecy","read","first","it","is","single","onboarding","document","repository","written","so","human","or","an","ai","agent","handed","github","token","be","productive","within","ten","minutes","without","breaking","anything","ai","agents","start","agents","md","agents","md","agent","facing","operating","manual","to","never","touch","task","sequences","workspace","budget","if","need","github","access","in","fresh","session","see","agent","access","md","agent","access","md","self","service","device","flow","auth","bash","scripts","agent","auth","sh","plus","sparse","clone","recipe","it","instead","of","asking","owner","to","paste","token","last","substantive","update","2026","09","07","anything","money","related","earns","real","numbers","deliberately","built","see","income","md","income","md","repository","actually","is","one","github","pages","site","serving","two","unrelated","products","same","domain","product","entry","point","audience","useful","site","in","world","1128","self","contained","tools","index","html","people","searching","specific","mrprophecy","music","project","of","repo","owner","listen","html","listeners","youtube","discovery","these","two","deliberately","kept","separate","is","standing","instruction","owner","an","accident","of","history","do","add","music","players","artist","banners","or","cross","promotional","footers","to","catalogue","or","to","card","do","add","links","to","music","pages","if","task","says","improve","site","establish","site","first","live","https","www","themostusefulsiteintheworld","com","hosting","github","pages","served","straight","main","there","is","no","build","step","no","bundler","no","ci","no","framework","is","committed","is","is","served","custom","domain","cname","file","deleting","it","breaks","domain","deploy","latency","roughly","30","60","seconds","after","push","always","verify","live","curl","rather","assuming","repository","map","index","html","product","catalogue","search","filter","ui","cards","cards","json","generated","index","of","1128","tools","name","html","1128","fragments","full","documents","generate","cards","json","js","rebuilds","cards","json","cards","directory","ai","html","lantern","standalone","ai","product","chat","answered","on","device","visitor","own","documents","memory","composed","answers","labelled","as","real","local","tools","18","reasoning","methods","visible","working","guided","tour","lessons","rating","driven","adaptation","optional"]},{"id":"strategy","title":"Site strategy","source":"STRATEGY.md","url":"https://github.com/mrpr0phecy/mrpr0phecy/blob/main/STRATEGY.md","content":"# STRATEGY.md — how this site earns without waiting for permission\nWritten 2026-09-03 by `@finance`, after a full rethink of the monetisation model.\n`INCOME.md` covers the music catalogue and remains correct on that. This document\ncovers **the tools**, which are the larger and worse-monetised asset, and it\nsupersedes `INCOME.md`'s framing of sponsorship as the primary tools revenue.\n---\n## The problem with the current model, stated plainly\nEvery tools revenue line in `INCOME.md` requires **someone else to act first**:\n| Route | Blocked on |\n|---|---|\n| Sponsorship | A brand emailing us. We cannot make this happen. |\n| Donations | Charity from strangers. ~£35 per 10,000 visitors. |\n| YouTube ads | Crossing a threshold, then Google's rates. |\n| Sync licensing | A supervisor finding us. |\nThat is not a business, it is a set of lottery tickets. The owner's brief was\nexplicit: *\"if it didn't have to rely on sponsors that may never show up, even\nbetter.\"* That is the correct instinct and this document acts on it.\n**The strategic error was treating 1128 tools as inventory to sell advertising\nagainst, when they are a product people would pay to use.**\n### The numbers that prove it\nSponsorship prices attention at **£5–£25 CPM**. At a realistic early-stage\n10,000 monthly pageviews that is **£50–£250/month, if a sponsor ever appears.**\nMeanwhile, published competitor pricing for embeddable calculators:\n| Competitor | Offer | Price |\n|---|---|---|\n| Your Mortgage Toolbox | 8 calculators, 1 site | **£79/yr** (~£60) |\n| Your Mortgage Toolbox | 8 calculators, 10 agents | **£179/yr** |\n| CalcWidgets | 18 calculators | **$79/month** |\n| Outgrow | Calculator builder | **$22–$115/month** |\n| Involve.me | Calculator funnels | **$29–$129/month** |\nWe have **1165**. Eight of those competitors' calculators cost more per year than\nour entire 35-tool finance category. **Four £299 licences beat a year of\nplausible sponsorship, and they renew.**\n### The thing that was actively costing money\n`tool.html` had an **Embed** button that generated a bare iframe: no\nattribution, no link back, no price. The single most valuable asset on the site\nwas being given away silently. Anyone could — and for all we know already\ndoes — run our mortgage calculator on their brokerage site with our name\nnowhere on it.\nThat is now fixed, and the fix is the whole strategy in miniature.\n---\n## The model: free tier as acquisition, licence as revenue\n**Free, forever, no account:** embed any tool, keep a small credit line that\nlinks back. The credit line *is* the price. Every embed becomes a backlink and\nan advert, so the free tier is a customer-acquisition channel, not a leak.\n**Paid:** remove the credit line and brand it as yours.\n| Tier | Price | What it is |\n|---|---|---|\n| Single tool | **£99/yr** | One calculator, one site, no credit |\n| **Category** | **£299/yr** | e.g. all 35 finance tools, your logo, 3 sites |\n| Full white-label | **£899/yr** | All 1165, unlimited sites, self-host option |\nLive at **`embed.html`**.\n### Why this works when sponsorship doesn't\n1. **The buyer already knows they want it.** A mortgage broker searching\n\"mortgage calculator for my website\" has budget and intent. A sponsor has to\nbe persuaded a placement is worth anything.\n2. **It is a marketing *expense*, not altruism.** `INCOME.md` already identifies\nthis as the decisive factor in why sponsorship outperforms donations. A\nlicence is even further along that axis: it is a tool purchase.\n3. **It recurs.** Annual renewal on infrastructure the buyer has embedded in\ntheir site is high-retention — switching means re-doing their pages.\n4. **It scales without traffic.** This is the crucial one. Sponsorship revenue\nis a function of *our* pageviews. Licence revenue is a function of *how many\nbusinesses need calculators*, which is vastly larger and entirely\nindependent of our SEO position.\n### What is actually being sold\nNot the HTML — anyone can write a mortgage calculator. **The product is\nmaintained correctness**, and it is genuinely defensible:\n- UK statutory figures move every April: tax bands, NI, student loan\nthresholds, the personal allowance taper.\n- The maths is easy to get wrong. The £100k personal allowance taper creates a\n**60% marginal rate**; modelling the basic-rate band as a fixed £50,270\nceiling instead of a £37,700 width gets this wrong. That exact bug was found\nin `tax.html` and `salarycompare.html` — and it is in commercial products too.\n- `check-finance.js` runs **116 assertions** on every deploy. If a change breaks\na tax computation the build fails.\nA buyer is renting the guarantee that the number is right in April. That is why\nit is priced annually and why it is not a one-off sale.\n---\n## Why this survives what is happening to search\nThis is not a small consideration — it may be the most important one here.\n**60% of Google searches now end without a click.** AI Overviews appear on\n47–64% of queries and cut position-1 CTR by **34–58%**. Publishers of\ninformational content report 20–40% traffic declines; some far worse.\nGoogle's March 2026 scaled-content enforcement stripped 50–80% of traffic from\nthin programmatic sites.\n**A site whose only income is advertising against pageviews is exposed to all of\nthat.** Sponsorship CPM is priced on traffic; traffic is structurally declining\nfor exactly this content type.\nThe consistent finding across every source is that **interactive tools and\ncalculators are among the most resilient formats**, because an AI summary cannot\nreplace a thing you use — it can only describe it. And the clicks that do survive\nconvert *better*: post-AI-Overview referrals show ~23% higher conversion and\nlower bounce.\nThe licensing model is more resilient still, because **it does not depend on our\ntraffic at all.** A broker paying £299/year does so because they need the\ncalculator, regardless of where we rank. This is the single strongest argument\nfor the change: it converts a traffic-dependent business into a product business\nat a moment when traffic is the thing collapsing.\n---\n## Ranked, by expected return per hour of effort\n1. **Embed licensing (`embed.html`)** — built. Recurring, traffic-independent,\ndefensible, and priced well under a market that already exists.\n2. **Content ID + distribution** — unchanged from `INCOME.md`. Still the best\neffort-to-return ratio in the music half, still switched off.\n3. **YouTube Partner Programme** — unchanged. Deadline **1 Feb 2027**.\n4. **Sponsorship** — keep it. It is now the *second* string for the tools, not\nthe first, and `sponsor.html` should cross-sell licensing to enquirers who\nbalk at the CPM.\n5. **Sync licensing** — unchanged, still underused.\n6. **Affiliate (`freecash.html`)** — one page, contained. Not a growth line.\n7. **Donations** — unchanged. Real but small; do not optimise further.\n---\n## What to do next, in order\n1. **Get the first licensee.** Ten emails to UK mortgage brokers and small\naccountancy practices with a link to a working embed on their own staging\nsite beats any amount of further building. This is the only item that\nconverts the work into money.\n2. **Instrument the funnel.** `embed.html` needs to be measurable: how many\npeople press Embed, how many reach the licence page. Without that the\npricing cannot be tuned.\n3. **Prove the maintenance claim publicly.** A short changelog of statutory\nupdates (\"2026/27 bands applied 6 April\") is the single most persuasive\nasset for a buyer deciding whether to trust an unknown supplier.\n4. **Consider a second vertical page.** The finance category is the highest-CPC\nvertical in existence — mortgage/insurance/tax keywords are where the money\nis. A page targeting \"free mortgage calculator for your website\" is the\nobvious SEO entry point into the licence funnel.\n---\n## What is deliberately still not done\nUnchanged from `INCOME.md`, and reaffirmed after this review:\n- **No display ads on tools.** Would earn a few pounds a month and destroy the\ndifferentiator that makes licensing sellable. Worse trade now than before,\nbecause the licence buyer is specifically buying a clean, script-free embed.\n- **No paywalling the tools themselves.** The free public site is the shop\nwindow for the licence. Gating it would break the funnel.\n- **No lead-capture or data collection in the embeds.** Competitors sell on\nthis. We cannot match it and should not try — \"nothing your visitor types\nleaves their browser\" is a feature for the buyer's own compliance position,\nand it is the honest reason to pick us.\n- **No crypto/token monetisation.** See `FINANCE.md`; unresolved legal exposure.\n---\n## One honest caveat\nNothing above earns anything until someone is told it exists. The infrastructure\nis now in place, priced, guarded against drift, and defensible on the merits —\nbut the first licensee will come from an email, not from a page. That email is\nthe highest-value hour available and it is not one I can spend.","tokens":["strategy","md","site","earns","without","waiting","permission","written","2026","09","03","by","finance","after","full","rethink","of","monetisation","model","income","md","covers","music","catalogue","remains","correct","on","document","covers","tools","larger","worse","monetised","asset","it","supersedes","income","md","framing","of","sponsorship","as","primary","tools","revenue","problem","current","model","stated","plainly","every","tools","revenue","line","in","income","md","requires","someone","else","to","act","first","route","blocked","on","sponsorship","brand","emailing","us","we","cannot","make","happen","donations","charity","strangers","35","10","000","visitors","youtube","ads","crossing","threshold","google","rates","sync","licensing","supervisor","finding","us","is","business","it","is","set","of","lottery","tickets","owner","brief","explicit","if","it","didn","to","rely","on","sponsors","never","show","up","even","better","is","correct","instinct","document","acts","on","it","strategic","error","treating","1128","tools","as","inventory","to","sell","advertising","against","they","product","people","would","pay","to","numbers","prove","it","sponsorship","prices","attention","at","25","cpm","at","realistic","early","stage","10","000","monthly","pageviews","is","50","250","month","if","sponsor","ever","appears","meanwhile","published","competitor","pricing","embeddable","calculators","competitor","offer","price","mortgage","toolbox","calculators","site","79","yr","60","mortgage","toolbox","calculators","10","agents","179","yr","calcwidgets","18","calculators","79","month","outgrow","calculator","builder","22","115","month","involve","me","calculator","funnels","29","129","month","we","1165","eight","of","those","competitors","calculators","cost","year","entire","35","finance","category","four","299","licences","beat","year","of","plausible","sponsorship","they","renew","thing","actively","costing","money","html","an","embed","button","generated","bare","iframe","no","attribution","no","link","back","no","price","single","valuable","asset","on","site","being","given","away","silently","anyone","could","we","know","already","does","run","mortgage","calculator","on","their","brokerage","site","name","nowhere","on","it","is","now","fixed","fix","is","whole","strategy","in","miniature","model","tier","as","acquisition","licence","as","revenue","forever","no","account","embed","keep","small","credit","line","links","back","credit","line"]},{"id":"income","title":"Monetization & growth policy","source":"INCOME.md","url":"https://github.com/mrpr0phecy/mrpr0phecy/blob/main/INCOME.md","content":"# INCOME.md — how this site can actually make money\nAn honest working document. Written 2026-08-30.\nRead this alongside `ARCHITECTURE.md`. That one explains how the site is built;\nthis one explains what earns and what the realistic path looks like.\n---\n## The honest headline\n**Nothing here is passive.** Every income route below needs either an audience\nor a person doing something. The site can be built so that money is *possible*\nand so that the admin is near-zero — that part is done — but no configuration\nof HTML generates income on its own.\nAnyone who tells you otherwise is selling something.\nWhat genuinely can be low-effort once running:\n- YouTube ad revenue (your existing 233 videos keep earning while you sleep)\n- Donations from existing traffic\n- Sponsorship renewals\nWhat always needs a person:\n- Sponsorship sales (someone must reply to emails)\n- Sync licensing (someone must negotiate)\n- Making new music and tools\n---\n## Where you actually stand\nMeasured 2026-08-30, from public sources:\n| Metric | Value | Note |\n|---|---|---|\n| YouTube subscribers | **1,360** | Past the 1,000 YPP threshold |\n| YouTube videos | **233** | Substantial back catalogue |\n| Shorts | **46** | Alternate YPP route exists |\n| Tools on site | **708** | Real, working, original (re-derived 2026-09-07) |\n| Site analytics | Now on 12 key pages | Was on 1 |\n**The single most important fact: you are already past YouTube's hardest\nmonetisation gate.** 1,000 subscribers is the wall most channels never clear.\n---\n## Route 1 — YouTube Partner Programme (highest priority by far)\nThis is the closest thing to real recurring income available to you, and you\nare most of the way there.\n**Requirements** (either path):\n- 1,000 subscribers ✅ **met (1,360)** — plus 4,000 public watch hours in 12 months\n- or 1,000 subscribers ✅ + 10 million Shorts views in 90 days\nWatch hours cannot be read externally — **check YouTube Studio → Analytics →\nOverview**. It shows progress toward both thresholds directly.\n**If you are close on watch hours**, the fastest legitimate lever is your own\nback catalogue: 233 videos already exist. Long-form content accrues watch hours\nfar faster than Shorts. Playlists that auto-advance (which the site now links\nto everywhere) keep sessions running.\n**If you are far off**, Shorts are the other door — you already have 46.\nRealistic money: UK music/animation channels typically see roughly £0.50–£2.00\nper 1,000 monetised views. At your scale that is pocket money at first, and it\ncompounds only with views. It is not a salary. It is, however, the only route\nhere that pays without you selling anything to anyone.\n**Do this first. It costs nothing and the site work is already done.**\n### The site now generates watch hours itself\nWatch time from **embedded** YouTube players counts toward the 4,000-hour\nthreshold, as long as the video is public. Two pages are built around that:\n- **`radio.html`** — one click plays all 47 tracks back to back via the YouTube\nIFrame API. A visitor who leaves the tab open generates continuous, genuine\nwatch time. Ten people leaving it on for an hour is ten watch hours.\n- **`thisorthat.html`** — a voting game where watching is how you play. Twelve\nrounds, two videos each, ending in a shareable personal top 5.\nThis is legitimate: real people choosing to watch real videos on a real player.\nIt is not a bot, not hidden, not muted, not automated. **Do not** be tempted to\n\"improve\" it with autoplaying hidden players — that is invalid traffic, YouTube\nfilters it out, and it puts the channel at risk.\n---\n## Route 2 — Donations\nTwo pages now exist:\n- **`donate.html`** — Wikipedia-style appeal for the tools site. Deliberately\nplain, honest about costs, explicitly says nothing is gated.\n- **`support.html`** — the music-side equivalent, which leads with the free\nactions before the ask.\nBoth point at `paypal.me/russellhead` in **GBP**.\nRealistic expectation: donation conversion on free-tool sites runs roughly\n**0.01%–0.1%** of visitors. That means 10,000 visitors might produce one to ten\ndonations. This is why traffic matters more than the donate page design.\nWikipedia raises millions because it has *billions* of pageviews, not because\nits banner is clever.\n---\n## Route 3 — Sponsorship (`sponsor.html`)\nThe highest *value per unit* and the one that needs a human.\nThe page deliberately does **not** publish a rate card, because publishing\ninflated numbers to advertisers is both dishonest and quickly found out.\nInstead it invites an enquiry and promises real figures.\n**Before quoting anyone a price, get your actual numbers** from Google\nAnalytics (now installed sitewide — see below). Then price honestly. A niche\ntool page with 500 genuinely relevant monthly visitors is worth something to\nthe right advertiser; the same page described as \"millions of users\" is worth\nnothing once they check.\nThe existing £1,000 custom-tool offer on `index.html` was rewritten: it\npreviously promised placement \"forever\", \"lifetime\" support, an analytics\ndashboard, and exposure to \"millions of users\". Those are obligations you\ncannot meet and claims you cannot support. Now it promises a custom tool,\n12 months of support, traffic figures on request, and invites the buyer to ask\nfor real numbers first.\n---\n## Route 4 — Sync licensing (best £/hour, genuinely underused)\n**This is the most undervalued asset you have.**\nYou hold 100% of the rights to 47 animated videos and 233 uploads — music,\nvisuals, everything, no co-writers to clear, no label, no publisher. That makes\nlicensing a *single conversation* rather than a six-month clearance chain.\nThat is genuinely rare and it is exactly what music supervisors, indie game\ndevelopers, YouTubers and small ad agencies struggle to find.\nRealistic rates for an unsigned artist: **£50–£500** for a YouTube/indie use,\n**£500–£5,000+** for an advert or game. One placement can exceed a year of\ndonations.\n`sponsor.html` now mentions licensing and routes it to the same email. A\ndedicated licensing page with a clear \"here is what it costs and here is the\none-page agreement\" would be the logical next build.\n---\n## Route 5 — Things deliberately NOT done\nRecorded so nobody adds them later thinking they were forgotten.\n- **Display ads (AdSense) on the tool pages.** The tools site's entire pitch is\n\"no ads, no tracking, no accounts\". Ads would earn perhaps a few pounds a\nmonth at current traffic while destroying the one thing that differentiates\nit. Bad trade.\n- **Paywalling tools or music.** Same reason. \"All free\" is the positioning.\n- **Crypto/token monetisation.** `token.html` exists in the repo. Promoting a\ntoken as an income route risks legal exposure under UK financial promotion\nrules and would wreck trust. Left alone, not amplified.\n- **View-bots, engagement pods, fake supporter counts, fake urgency.** These\nget channels terminated and destroy the credibility everything else rests on.\n---\n## Measurement — the thing that was missing\nGoogle Analytics (`G-G058FVW6Z2`) was previously installed on **one** page\n(`music.html`). It is now on the 12 pages that matter: the catalogue homepage,\nall music pages, both money pages and the news page.\nWithout this, none of the above can be optimised — you cannot price sponsorship,\ncannot tell which page converts, and cannot tell whether anything is working.\n**In roughly 30 days, check:**\n1. Which pages get traffic at all\n2. Which pages send clicks to YouTube\n3. Where donation clicks come from\nThen put effort into whatever is already working, rather than guessing.\nAlso worth doing, both free and both about ten minutes:\n- **Google Search Console** — submit `sitemap.xml`, see real search queries\n- **Bing Webmaster Tools** — same, and much less competitive\n---\n## The realistic timeline\nBeing straight, because a plan built on fantasy helps nobody:\n| Timeframe | Realistic outcome |\n|---|---|\n| Month 1–3 | YPP application if watch hours allow. First donations possible but likely rare. Traffic data starts accumulating. |\n| Month 3–6 | If monetised, small but real YouTube income. Enough data to price sponsorship honestly. |\n| Month 6–12 | Sponsorship or a sync placement becomes plausible. YouTube income grows with catalogue and subscribers. |\n**This does not replace a wage quickly, and it will not happen with nobody\ndoing anything at this end.** The honest version is: the infrastructure is now\nin place so that when traffic or attention arrives, it can convert — and the\nYouTube route needs no selling from you at all.\nThe highest-leverage thing you can do is keep making music. 233 videos got you\nto 1,360 subscribers. The next 233 matter more than any page on this 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bank charge dispute letter generator generate formal dispute letters for unauthorized charges, unfair fees, and billing errors — ready to send to your bank finance & money bank dispute letter charge generator to generate formal letters unauthorized charges unfair"},{"name":"bank-fee-calculator","title":"💰 Hidden Bank Fee Calculator","description":"Calculate the TRUE cost of your bank account — overdraft fees, ATM charges, FX markups, and hidden costs that banks hope you won't notice","category":"Finance & Money","url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-fee-calculator","embed_url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-fee-calculator&embed=1","intents":[],"keywords":["bank","hidden","fee","calculator","calculate","true","cost","of","account","overdraft","fees","atm"],"use_case":"Calculate the TRUE cost of your bank account — overdraft fees, ATM charges, FX markups, and hidden costs that banks hope you won't 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hidden bank fee calculator calculate the true cost of your bank account — overdraft fees, atm charges, fx markups, and hidden costs that banks hope you won't notice finance & money bank hidden fee calculator calculate true cost of account overdraft fees atm"},{"name":"bank-fos-complaint","title":"⚖️ Financial Ombudsman Complaint Builder","description":"Build a complete FOS complaint — step by step. 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financial ombudsman complaint builder build a complete fos complaint — step by step. get your money back when the bank refuses to help finance & money complaint financial ombudsman builder fos step money bank build complete by get"},{"name":"bank-interest-reclaim","title":"📊 Overdraft & Interest Reclaim Calculator","description":"Calculate how much you've been overcharged on overdraft interest and fees — then generate a reclaim letter","category":"Finance & Money","url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-interest-reclaim","embed_url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-interest-reclaim&embed=1","intents":["calculate","generate","finance"],"keywords":["interest","reclaim","overdraft","calculator","calculate","much","ve","overcharged","on","fees","generate","letter"],"use_case":"Calculate how much you've been overcharged on overdraft interest and fees — then generate a reclaim 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overdraft & interest reclaim calculator calculate how much you've been overcharged on overdraft interest and fees — then generate a reclaim letter finance & money interest reclaim overdraft calculator calculate much ve overcharged on fees generate letter"},{"name":"bank-sar-request","title":"🔍 Subject Access Request (SAR) Generator","description":"Force your bank to reveal ALL data they hold on you — internal notes, decision records, credit scoring, and communications","category":"Finance & Money","url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-sar-request","embed_url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-sar-request&embed=1","intents":["convert"],"keywords":["request","sar","subject","access","generator","bank","force","to","reveal","data","they","hold"],"use_case":"Force your bank to reveal ALL data they hold on you — internal notes, decision records, credit scoring, and 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subject access request (sar) generator force your bank to reveal all data they hold on you — internal notes, decision records, credit scoring, and communications finance & money request sar subject access generator bank force to reveal data they hold"},{"name":"bank-section75-claim","title":"🛡️ Section 75 Claim Calculator & Letter","description":"Check if your credit card purchase is protected under Section 75 — calculate your claim and generate the letter","category":"Finance & Money","url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-section75-claim","embed_url":"https://www.themostusefulsiteintheworld.com/tool.html?card=bank-section75-claim&embed=1","intents":["generate","analyze"],"keywords":["claim","section","75","letter","calculator","check","if","credit","card","purchase","is","protected"],"use_case":"Check if your credit card purchase is protected under Section 75 — calculate your claim and generate the 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the rune cabinet sixteen staves, not twenty-four. after about 700 ce the north dropped elder futhark down to this tighter case — one rune now stands for several latin letters. stones from jelling to rök speak it. t... museum & collection rune cabinet futhark to sixteen staves twenty four after 700 ce north"},{"name":"youth-aesthetic-bio","title":"✨ Aesthetic Bio Generator","description":"Generate stylish bios for Instagram, TikTok, Discord, Twitter/X, and more — with fonts, symbols, and vibes","category":"Writing & Language","url":"https://www.themostusefulsiteintheworld.com/tool.html?card=youth-aesthetic-bio","embed_url":"https://www.themostusefulsiteintheworld.com/tool.html?card=youth-aesthetic-bio&embed=1","intents":["generate"],"keywords":["aesthetic","bio","generator","generate","stylish","bios","instagram","tiktok","discord","twitter","fonts","symbols"],"use_case":"Generate stylish bios for Instagram, TikTok, Discord, Twitter/X, and more — with fonts, symbols, and 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