Datasets:
id stringlengths 36 36 | use_case stringclasses 2
values | instruct_type stringclasses 2
values | instruction stringclasses 2
values | input stringlengths 1.2k 13.2k | output stringlengths 57 232 | state unknown | questions unknown | answers unknown | provider stringclasses 2
values | model stringclasses 2
values | scope stringclasses 12
values | memory_id stringlengths 36 36 ⌀ | source stringlengths 8 34 ⌀ | created_at int64 1,790B 1,791B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
cddc3e4f-cd2d-4f3b-a186-9fbfd5c5e1fe | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"DGUI-HyperMem syncs every JEV decision to the HuggingFace dataset ctaxnagomi/DGUI_HYPERMEM-JEV on an hourly schedule."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their... | {"memory_type":{"choice":"solution","probabilities":null},"durable":{"noul":0.8},"salience":{"score":2}} | {
"memory": "DGUI-HyperMem syncs every JEV decision to the HuggingFace dataset ctaxnagomi/DGUI_HYPERMEM-JEV on an hourly schedule."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": null
},
"durable": {
"noul": 0.8
},
"salience": {
"score": 2
}
} | workers-ai | @cf/meta/llama-3.1-8b-fast-v2 | dgui-hypermem | b1edc9bf-0f64-4682-816d-87962bd6674f | null | 1,789,797,335,155 |
cffacc1b-e214-4651-97a8-1cbb50f7118d | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"The JEV layer in DGUI-HyperMem records three kinds of training rows: analyze, rerank, and supersede."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their environment, too... | {"memory_type":{"choice":"fact","probabilities":null},"durable":{"noul":0.9},"salience":{"score":2}} | {
"memory": "The JEV layer in DGUI-HyperMem records three kinds of training rows: analyze, rerank, and supersede."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "fact",
"probabilities": null
},
"durable": {
"noul": 0.9
},
"salience": {
"score": 2
}
} | workers-ai | @cf/meta/llama-3.1-8b-fast-v2 | dgui-hypermem | 7e619d25-de5d-4d8c-995a-93c4795e3e43 | null | 1,789,797,337,595 |
925678d7-d729-462a-af72-a1e4ac8424cd | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"HyperMem recall is hybrid: Vectorize ANN plus D1 FTS5 keyword search, fused by reciprocal rank then re-ranked by JEV."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their... | {"memory_type":{"choice":"solution","probabilities":null},"durable":{"noul":0.8},"salience":{"score":3}} | {
"memory": "HyperMem recall is hybrid: Vectorize ANN plus D1 FTS5 keyword search, fused by reciprocal rank then re-ranked by JEV."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": null
},
"durable": {
"noul": 0.8
},
"salience": {
"score": 3
}
} | workers-ai | @cf/meta/llama-3.1-8b-fast-v2 | dgui-hypermem | e3151b69-0132-4155-b317-bbe7e1cadcf9 | null | 1,789,797,339,556 |
c535f66a-85b3-4942-a327-13ebe5fa402c | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"The DGUI_HYPERMEM-JEV dataset is the training brain for DGUI-HyperMem and grows with live usage."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their environment, tools, ... | {"memory_type":{"choice":"fact","probabilities":null},"durable":{"noul":0.8},"salience":{"score":2}} | {
"memory": "The DGUI_HYPERMEM-JEV dataset is the training brain for DGUI-HyperMem and grows with live usage."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "fact",
"probabilities": null
},
"durable": {
"noul": 0.8
},
"salience": {
"score": 2
}
} | workers-ai | @cf/meta/llama-3.1-8b-fast-v2 | dgui-hypermem | 4f19502a-9e37-4d24-92cc-7a3ba5cd0579 | null | 1,789,797,341,405 |
8c2c9289-8fda-490d-929c-e1b8dedb5f00 | rerank | noul | Given a query and candidate memories, evaluate for every candidate (as a noul question) whether it directly answers the query or is essential context for it. | {"state":{"query":"How does HyperMem train its JEV reasoning layer?","candidates":[{"index":0,"memory":"The DGUI_HYPERMEM-JEV dataset is the training brain for DGUI-HyperMem and grows with live usage."},{"index":1,"memory":"The JEV layer in DGUI-HyperMem records three kinds of training rows: analyze, rerank, and supers... | {"c0":{"noul":0},"c1":{"noul":0.8},"c2":{"noul":0},"c3":{"noul":0}} | {
"query": "How does HyperMem train its JEV reasoning layer?",
"candidates": [
{
"index": 0,
"memory": "The DGUI_HYPERMEM-JEV dataset is the training brain for DGUI-HyperMem and grows with live usage."
},
{
"index": 1,
"memory": "The JEV layer in DGUI-HyperMem records three kinds... | {
"c0": {
"type": "noul",
"instructions": "Memory candidate 0 is printed below under candidates[0]. Does it directly provide the information the query asks for, or essential context needed to act on it?",
"criteria": {
"true": "The candidate answers the query, or is necessary context for it, even if... | {
"c0": {
"noul": 0
},
"c1": {
"noul": 0.8
},
"c2": {
"noul": 0
},
"c3": {
"noul": 0
}
} | workers-ai | @cf/meta/llama-3.1-8b-fast-v2 | dgui-hypermem | null | null | 1,789,797,343,656 |
4a14ad29-eed1-48e1-8814-f0243360c5bd | rerank | noul | Given a query and candidate memories, evaluate for every candidate (as a noul question) whether it directly answers the query or is essential context for it. | {"state":{"query":"How does HyperMem train its JEV reasoning layer?","candidates":[{"index":0,"memory":"The DGUI_HYPERMEM-JEV dataset is the training brain for DGUI-HyperMem and grows with live usage."},{"index":1,"memory":"The JEV layer in DGUI-HyperMem records three kinds of training rows: analyze, rerank, and supers... | {"c0":{"noul":0},"c1":{"noul":0},"c2":{"noul":0.8},"c3":{"noul":0}} | {
"query": "How does HyperMem train its JEV reasoning layer?",
"candidates": [
{
"index": 0,
"memory": "The DGUI_HYPERMEM-JEV dataset is the training brain for DGUI-HyperMem and grows with live usage."
},
{
"index": 1,
"memory": "The JEV layer in DGUI-HyperMem records three kinds... | {
"c0": {
"type": "noul",
"instructions": "Memory candidate 0 is printed below under candidates[0]. Does it directly provide the information the query asks for, or essential context needed to act on it?",
"criteria": {
"true": "The candidate answers the query, or is necessary context for it, even if... | {
"c0": {
"noul": 0
},
"c1": {
"noul": 0
},
"c2": {
"noul": 0.8
},
"c3": {
"noul": 0
}
} | workers-ai | @cf/meta/llama-3.1-8b-fast-v2 | dgui-hypermem | null | null | 1,789,797,354,330 |
72e66bac-79cb-489d-b2cd-a0c25b07a4fe | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Task completed: Technical whitepaper for DGUI-HyperMem written using arxiv-style LaTeX template with dual-column format. Title image from image0.png. Author: Wan Mohd Azizi Bin Wan Hosen (CTAXNAGOMI). Credits to TypeSafe AI (Jev/System One), DeckerGUI, KrackedDevs (krackeddevs.com), CTECX. Includes ... | {"memory_type":{"choice":"project","probabilities":{"fact":0.01,"decision":0,"architecture":0,"conversation":0,"project":0.96,"solution":0,"preference":0.03}},"durable":{"noul":0.92},"salience":{"score":2.83}} | {
"memory": "Task completed: Technical whitepaper for DGUI-HyperMem written using arxiv-style LaTeX template with dual-column format. Title image from image0.png. Author: Wan Mohd Azizi Bin Wan Hosen (CTAXNAGOMI). Credits to TypeSafe AI (Jev/System One), DeckerGUI, KrackedDevs (krackeddevs.com), CTECX. Includes keywo... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"fact": 0.01,
"decision": 0,
"architecture": 0,
"conversation": 0,
"project": 0.96,
"solution": 0,
"preference": 0.03
}
},
"durable": {
"noul": 0.92
},
"salience": {
"score": 2.83
}
} | typesafe | jev-latest | default | 008b1fa6-1143-4bb3-809d-2371d1ee3937 | opencode-dgui-hypermem-deploy | 1,789,890,334,227 |
29a2e58a-c399-48a7-96c4-bec8df7fb9dc | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"DGUI-HyperMem whitepaper successfully compiled to PDF at D:\\dgui-cli\\draft\\dguihypermem-whitepaper\\whitepaper.pdf. 5 pages, 1.8MB. Compilation: pdflatex (MiKTeX on Windows). Used arxiv-style template with twocolumn option. For SVG-to-PNG conversion: use Python Pillow to generate badge images whe... | {"memory_type":{"choice":"project","probabilities":{"solution":0.01,"architecture":0,"decision":0,"preference":0,"fact":0.02,"conversation":0,"project":0.97}},"durable":{"noul":0.78},"salience":{"score":2.14}} | {
"memory": "DGUI-HyperMem whitepaper successfully compiled to PDF at D:\\dgui-cli\\draft\\dguihypermem-whitepaper\\whitepaper.pdf. 5 pages, 1.8MB. Compilation: pdflatex (MiKTeX on Windows). Used arxiv-style template with twocolumn option. For SVG-to-PNG conversion: use Python Pillow to generate badge images when cai... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"solution": 0.01,
"architecture": 0,
"decision": 0,
"preference": 0,
"fact": 0.02,
"conversation": 0,
"project": 0.97
}
},
"durable": {
"noul": 0.78
},
"salience": {
"score": 2.14
}
} | typesafe | jev-latest | default | 67b733d8-0155-4c9e-afa1-ada57b72c526 | opencode-dgui-hypermem-deploy | 1,789,892,930,754 |
0dc7ca35-ff23-4324-add7-b4c3e1105469 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"DGUI-HyperMem whitepaper v2 successfully compiled to PDF. 5 pages, dual-column arxiv-style format. Key lessons for future: (1) DO NOT use \\documentclass[twocolumn] WITH \\usepackage{arxiv} - they conflict on geometry. Instead use standalone twocolumn with manual fancyhdr setup. (2) For images: use ... | {"memory_type":{"choice":"project","probabilities":{"architecture":0,"solution":0.38,"preference":0,"conversation":0,"project":0.61,"decision":0.01,"fact":0}},"durable":{"noul":0.89},"salience":{"score":2.51}} | {
"memory": "DGUI-HyperMem whitepaper v2 successfully compiled to PDF. 5 pages, dual-column arxiv-style format. Key lessons for future: (1) DO NOT use \\documentclass[twocolumn] WITH \\usepackage{arxiv} - they conflict on geometry. Instead use standalone twocolumn with manual fancyhdr setup. (2) For images: use \\beg... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"architecture": 0,
"solution": 0.38,
"preference": 0,
"conversation": 0,
"project": 0.61,
"decision": 0.01,
"fact": 0
}
},
"durable": {
"noul": 0.89
},
"salience": {
"score": 2.51
}
} | typesafe | jev-latest | default | a0a923e2-6b46-4a41-8ce5-555bfc898385 | opencode-dgui-hypermem-deploy | 1,789,894,052,724 |
32267e9a-12df-4857-ab34-75ce286cf757 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"DGUI-HyperMem whitepaper v3 compiled successfully: removed full-width title image, added JEV benchmark section with real data from TypeSafe docs (CLERC re-ranking: 5% to 18% top-1, parallel questions: 12.2x cheaper, cost comparison: 193.6x faster/444.6x cheaper vs LLMs). Used patterns: Speculative F... | {"memory_type":{"choice":"project","probabilities":{"project":0.63,"fact":0.23,"preference":0,"architecture":0.04,"solution":0.05,"conversation":0.03,"decision":0.02}},"durable":{"noul":0.8},"salience":{"score":2.8}} | {
"memory": "DGUI-HyperMem whitepaper v3 compiled successfully: removed full-width title image, added JEV benchmark section with real data from TypeSafe docs (CLERC re-ranking: 5% to 18% top-1, parallel questions: 12.2x cheaper, cost comparison: 193.6x faster/444.6x cheaper vs LLMs). Used patterns: Speculative Fan-Ou... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"project": 0.63,
"fact": 0.23,
"preference": 0,
"architecture": 0.04,
"solution": 0.05,
"conversation": 0.03,
"decision": 0.02
}
},
"durable": {
"noul": 0.8
},
"salience": {
"score": 2.8
... | typesafe | jev-latest | default | ee016d2e-eb3f-412f-a794-841351bcab84 | opencode-dgui-hypermem-deploy | 1,789,895,215,375 |
8a63b4ec-d30a-4824-9387-f5bb46be8241 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Error 1014 CNAME Cross-User Banned: Cannot CNAME from deckergui.my (wan.mohd.azizi.seggaf Cloudflare account) to dguihymem.ctaxnagomi.workers.dev (ctaxnagomi Cloudflare account). Cloudflare blocks CNAME across accounts. Fix: deploy all Workers (dgui-hypermem AND dguihymem) under the SAME Cloudflare ... | {"memory_type":{"choice":"solution","probabilities":{"decision":0,"preference":0,"solution":1,"architecture":0,"fact":0,"project":0,"conversation":0}},"durable":{"noul":0.92},"salience":{"score":3.49}} | {
"memory": "Error 1014 CNAME Cross-User Banned: Cannot CNAME from deckergui.my (wan.mohd.azizi.seggaf Cloudflare account) to dguihymem.ctaxnagomi.workers.dev (ctaxnagomi Cloudflare account). Cloudflare blocks CNAME across accounts. Fix: deploy all Workers (dgui-hypermem AND dguihymem) under the SAME Cloudflare accou... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"decision": 0,
"preference": 0,
"solution": 1,
"architecture": 0,
"fact": 0,
"project": 0,
"conversation": 0
}
},
"durable": {
"noul": 0.92
},
"salience": {
"score": 3.49
}
} | typesafe | jev-latest | default | a0a5eba6-0b7d-461a-9407-0282c72fe5a0 | opencode-dgui-hypermem-deploy | 1,789,897,231,681 |
337363d9-07be-47ec-8c53-a2e51e6c9a49 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"DGUI-HyperMem migration to wan.mohd.azizi.seggaf Cloudflare account (ID: 155c4982c49d57ce2ff8c5a27e599cbd). D1 database UUID: fb61c1d7-ded8-485f-9d3b-2b6fddf9b979 (database name: dgui-hypermem). Vectorize index NOT YET created on wan account. CRM token with full permissions (168 resources) created b... | {"memory_type":{"choice":"project","probabilities":{"project":1,"decision":0,"solution":0,"architecture":0,"conversation":0,"preference":0,"fact":0}},"durable":{"noul":0.84},"salience":{"score":3.55}} | {
"memory": "DGUI-HyperMem migration to wan.mohd.azizi.seggaf Cloudflare account (ID: 155c4982c49d57ce2ff8c5a27e599cbd). D1 database UUID: fb61c1d7-ded8-485f-9d3b-2b6fddf9b979 (database name: dgui-hypermem). Vectorize index NOT YET created on wan account. CRM token with full permissions (168 resources) created but no... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"project": 1,
"decision": 0,
"solution": 0,
"architecture": 0,
"conversation": 0,
"preference": 0,
"fact": 0
}
},
"durable": {
"noul": 0.84
},
"salience": {
"score": 3.55
}
} | typesafe | jev-latest | default | 0e857784-f515-4bb6-8203-ddcea8ba4676 | opencode-dgui-hypermem-deploy | 1,789,901,044,759 |
3a54b267-bc55-4f54-9923-2dbdb8373a96 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"This is a test memory to verify the MCP is working correctly after the quota update."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their environment, tools, or the world... | {"memory_type":{"choice":"conversation","probabilities":{"fact":0.22,"project":0.01,"conversation":0.77,"architecture":0,"solution":0,"decision":0,"preference":0}},"durable":{"noul":0.09},"salience":{"score":0.13}} | {
"memory": "This is a test memory to verify the MCP is working correctly after the quota update."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "conversation",
"probabilities": {
"fact": 0.22,
"project": 0.01,
"conversation": 0.77,
"architecture": 0,
"solution": 0,
"decision": 0,
"preference": 0
}
},
"durable": {
"noul": 0.09
},
"salience": {
"score": 0.13
}
... | typesafe | jev-latest | default | 137c47b6-4dd2-44b4-890e-63fe311de500 | opencode-test | 1,789,995,291,821 |
1cf09aab-198a-4d69-a807-1a4605eb946f | rerank | noul | Given a query and candidate memories, evaluate for every candidate (as a noul question) whether it directly answers the query or is essential context for it. | {"state":{"query":"test memory mcp verification","candidates":[{"index":0,"memory":"DGUI-HyperMem (DeckerGUI HyperMemory) is our self-hosted memory MCP server. Endpoint: https://dgui-hypermem.ctaxnagomi.workers.dev/mcp. Retrieval is hybrid: Cloudflare Vectorize ANN + D1 FTS5 keyword, reciprocal-rank fusion, then JEV re... | {"c0":{"noul":0.49},"c1":{"noul":0.42},"c2":{"noul":0.27}} | {
"query": "test memory mcp verification",
"candidates": [
{
"index": 0,
"memory": "DGUI-HyperMem (DeckerGUI HyperMemory) is our self-hosted memory MCP server. Endpoint: https://dgui-hypermem.ctaxnagomi.workers.dev/mcp. Retrieval is hybrid: Cloudflare Vectorize ANN + D1 FTS5 keyword, reciprocal-rank... | {
"c0": {
"type": "noul",
"instructions": "Memory candidate 0 is printed below under candidates[0]. Does it directly provide the information the query asks for, or essential context needed to act on it?",
"criteria": {
"true": "The candidate answers the query, or is necessary context for it, even if... | {
"c0": {
"noul": 0.49
},
"c1": {
"noul": 0.42
},
"c2": {
"noul": 0.27
}
} | typesafe | jev-latest | default | null | null | 1,789,995,305,132 |
b0fb7b08-2b5d-487e-84c6-101b407fc036 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Task completed: Added T&C agreement modal, How-to/Privacy/Terms pages, and T&C tracking to DGUI-HyperMem. The landing page now shows a \"Review & Agree\" button that opens a modal with Terms. After accepting, the form animates in. Footer has links to /how-to, /privacy, /terms, and GitHub self-host. ... | {"memory_type":{"choice":"project","probabilities":{"architecture":0.01,"project":0.87,"fact":0.07,"solution":0.05,"conversation":0,"preference":0,"decision":0}},"durable":{"noul":0.86},"salience":{"score":2.86}} | {
"memory": "Task completed: Added T&C agreement modal, How-to/Privacy/Terms pages, and T&C tracking to DGUI-HyperMem. The landing page now shows a \"Review & Agree\" button that opens a modal with Terms. After accepting, the form animates in. Footer has links to /how-to, /privacy, /terms, and GitHub self-host. Admin... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"architecture": 0.01,
"project": 0.87,
"fact": 0.07,
"solution": 0.05,
"conversation": 0,
"preference": 0,
"decision": 0
}
},
"durable": {
"noul": 0.86
},
"salience": {
"score": 2.86
}
} | typesafe | jev-latest | default | f9b752e6-63c7-4823-b5c0-483573355b89 | opencode-dgui-hypermem-deploy | 1,789,999,032,144 |
b1653577-40c3-4789-a1fd-8d21e18c6990 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"NEXT SESSION REMINDER: Stripe payment integration needs fulfillment webhook. The Stripe pricing-table embed at /pay shows DeckerGUI-branded products from Stripe account (2 products already exist). The webhook handler at /api/stripe-webhook needs to be wired to automatically upgrade user plan upon su... | {"memory_type":{"choice":"project","probabilities":{"solution":0,"conversation":0,"decision":0,"project":1,"architecture":0,"preference":0,"fact":0}},"durable":{"noul":0.9},"salience":{"score":3.46}} | {
"memory": "NEXT SESSION REMINDER: Stripe payment integration needs fulfillment webhook. The Stripe pricing-table embed at /pay shows DeckerGUI-branded products from Stripe account (2 products already exist). The webhook handler at /api/stripe-webhook needs to be wired to automatically upgrade user plan upon success... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"solution": 0,
"conversation": 0,
"decision": 0,
"project": 1,
"architecture": 0,
"preference": 0,
"fact": 0
}
},
"durable": {
"noul": 0.9
},
"salience": {
"score": 3.46
}
} | typesafe | jev-latest | default | d575304d-4093-4776-8d5f-15588a831ad3 | opencode-dgui-hypermem-deploy | 1,790,028,036,613 |
1f386bca-e491-4a47-a211-5b8ea8416723 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Grok/xAI MCP connector: Grok uses OpenAI-compatible function calling, not native MCP. To connect DGUI-HyperMem MCP to Grok, use Cloudflare Workers AI Playground as bridge or expose tools via OpenAI-compatible function calling format. Claude Desktop supports remote MCP via 'mcp-remote' npm package. C... | {"memory_type":{"choice":"project","probabilities":{"project":0.53,"conversation":0,"decision":0,"architecture":0.18,"solution":0.08,"preference":0,"fact":0.21}},"durable":{"noul":0.86},"salience":{"score":2.84}} | {
"memory": "Grok/xAI MCP connector: Grok uses OpenAI-compatible function calling, not native MCP. To connect DGUI-HyperMem MCP to Grok, use Cloudflare Workers AI Playground as bridge or expose tools via OpenAI-compatible function calling format. Claude Desktop supports remote MCP via 'mcp-remote' npm package. ChatGP... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"project": 0.53,
"conversation": 0,
"decision": 0,
"architecture": 0.18,
"solution": 0.08,
"preference": 0,
"fact": 0.21
}
},
"durable": {
"noul": 0.86
},
"salience": {
"score": 2.84
}
} | typesafe | jev-latest | default | d97e4d7e-f9fa-4bd2-a00e-29389b6b300d | opencode-dgui-hypermem-deploy | 1,790,030,322,641 |
3d3ddb51-27e4-456b-9610-946c1b6313bc | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"CONTENT SAFETY POLICY: DGUI-HyperMem blocks ALL requests from Israel (IL), North Korea (KP), and South Korea (KR) via Cloudflare country detection (request.cf.country + CF-IPCountry header fallback). Returns 403 with \"access denied from your region\". Memory storage (add tool) rejects content match... | {"memory_type":{"choice":"project","probabilities":{"solution":0,"project":0.51,"preference":0.01,"decision":0.02,"fact":0.11,"architecture":0.35,"conversation":0}},"durable":{"noul":0.88},"salience":{"score":3.7}} | {
"memory": "CONTENT SAFETY POLICY: DGUI-HyperMem blocks ALL requests from Israel (IL), North Korea (KP), and South Korea (KR) via Cloudflare country detection (request.cf.country + CF-IPCountry header fallback). Returns 403 with \"access denied from your region\". Memory storage (add tool) rejects content matching: ... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"solution": 0,
"project": 0.51,
"preference": 0.01,
"decision": 0.02,
"fact": 0.11,
"architecture": 0.35000000000000003,
"conversation": 0
}
},
"durable": {
"noul": 0.88
},
"salience": {
"s... | typesafe | jev-latest | default | e261db0c-2514-4181-83d1-86256dfbab33 | opencode-dgui-hypermem-deploy | 1,790,036,991,037 |
f78242a7-9490-4071-8c24-c646e7a682cc | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Session start: investigate how to compile a complete file and push it to remote preview on staging from the Flutter mobile version, mirroring the existing template structure (neon, clock) where a button triggers template push to staging remote preview. Project: KDType_BeginnerIDE mobile Flutter app.... | {"memory_type":{"choice":"conversation","probabilities":{"preference":0,"decision":0,"fact":0,"project":0.4,"conversation":0.59,"architecture":0.01,"solution":0}},"durable":{"noul":0.57},"salience":{"score":2.58}} | {
"memory": "Session start: investigate how to compile a complete file and push it to remote preview on staging from the Flutter mobile version, mirroring the existing template structure (neon, clock) where a button triggers template push to staging remote preview. Project: KDType_BeginnerIDE mobile Flutter app."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "conversation",
"probabilities": {
"preference": 0,
"decision": 0,
"fact": 0,
"project": 0.4,
"conversation": 0.59,
"architecture": 0.01,
"solution": 0
}
},
"durable": {
"noul": 0.5700000000000001
},
"salience": {
"scor... | typesafe | jev-latest | kdtype-beginner-ide | c115a891-7ea6-4bd9-a1cf-630464d3a503 | null | 1,790,049,938,960 |
43473671-b347-40f0-8ff5-575d00fd1eb4 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Remote Preview & Build/Ship flow on KDType_BeginnerIDE mobile Flutter app:\n\nARCHITECTURE SUMMARY:\n- Templates defined in mobile/lib/templates.dart as Map<String, String Function()> called buildTemplates with 5 templates: Counter, Clock, Neon, Bounce, Layout\n- Each template is a raw HTML string f... | {"memory_type":{"choice":"architecture","probabilities":{"architecture":0.99,"project":0.01,"decision":0,"preference":0,"solution":0,"conversation":0,"fact":0}},"durable":{"noul":0.88},"salience":{"score":3.05}} | {
"memory": "Remote Preview & Build/Ship flow on KDType_BeginnerIDE mobile Flutter app:\n\nARCHITECTURE SUMMARY:\n- Templates defined in mobile/lib/templates.dart as Map<String, String Function()> called buildTemplates with 5 templates: Counter, Clock, Neon, Bounce, Layout\n- Each template is a raw HTML string functi... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "architecture",
"probabilities": {
"architecture": 0.99,
"project": 0.01,
"decision": 0,
"preference": 0,
"solution": 0,
"conversation": 0,
"fact": 0
}
},
"durable": {
"noul": 0.88
},
"salience": {
"score": 3.05
}
} | typesafe | jev-latest | kdtype-beginner-ide | 870d2d80-5787-4a9f-9aa5-b85a226672d4 | null | 1,790,050,124,664 |
1b6f237a-cbd9-4833-954e-17a8b3c74683 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Implemented Bundle & Push feature for KDType_BeginnerIDE mobile Flutter app:\n\nChanges made:\n1. mobile/lib/templates.dart:\n - Added `inlineBundle(html, files)` function — mirrors the web's KdADE.tsx inlineBundle(). Scans HTML for <link rel=\"stylesheet\"> and <script src=\"\"> tags, resolves th... | {"memory_type":{"choice":"project","probabilities":{"project":0.47,"decision":0,"preference":0,"conversation":0,"architecture":0.21,"solution":0.28,"fact":0.04}},"durable":{"noul":0.88},"salience":{"score":2.99}} | {
"memory": "Implemented Bundle & Push feature for KDType_BeginnerIDE mobile Flutter app:\n\nChanges made:\n1. mobile/lib/templates.dart:\n - Added `inlineBundle(html, files)` function — mirrors the web's KdADE.tsx inlineBundle(). Scans HTML for <link rel=\"stylesheet\"> and <script src=\"\"> tags, resolves them by... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"project": 0.47000000000000003,
"decision": 0,
"preference": 0,
"conversation": 0,
"architecture": 0.21,
"solution": 0.28,
"fact": 0.04
}
},
"durable": {
"noul": 0.88
},
"salience": {
"scor... | typesafe | jev-latest | kdtype-beginner-ide | fe3b71e9-5253-42a2-957d-d45289cad911 | null | 1,790,050,698,193 |
e5795f44-7aa3-4772-9307-8be3482a8cad | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Bundle & Push feature for KDType_BeginnerIDE mobile Flutter app passes flutter analyze with zero issues. All pre-existing test failures are due to web package JS interop version incompatibility, not the new code. Implementation complete and ready for build."},"questions":{"memory_type":{"type":"choi... | {"memory_type":{"choice":"fact","probabilities":{"solution":0.09,"conversation":0.01,"decision":0,"preference":0,"architecture":0,"fact":0.74,"project":0.16}},"durable":{"noul":0.64},"salience":{"score":2.45}} | {
"memory": "Bundle & Push feature for KDType_BeginnerIDE mobile Flutter app passes flutter analyze with zero issues. All pre-existing test failures are due to web package JS interop version incompatibility, not the new code. Implementation complete and ready for build."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "fact",
"probabilities": {
"solution": 0.09,
"conversation": 0.01,
"decision": 0,
"preference": 0,
"architecture": 0,
"fact": 0.74,
"project": 0.16
}
},
"durable": {
"noul": 0.64
},
"salience": {
"score": 2.45
}
} | typesafe | jev-latest | kdtype-beginner-ide | 56e4c3d7-be62-4707-8cdf-10fdc1f92f90 | null | 1,790,050,824,845 |
55a09215-3cab-4052-b0fa-21d52edcb5a1 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Bundle & Push feature fully deployed and E2E tested:\n\nDeployments:\n- Sync Worker (kracked-devs-sync): deployed at https://kracked-devs-sync.ctaxnagomi.workers.dev (Version 910c7676) — added content field to GET /sessions/{sid}/files list endpoint\n- Mobile web staging: deployed at https://aaee4e3... | {"memory_type":{"choice":"project","probabilities":{"preference":0,"decision":0,"fact":0.35,"architecture":0,"project":0.63,"conversation":0.01,"solution":0.01}},"durable":{"noul":0.76},"salience":{"score":2.82}} | {
"memory": "Bundle & Push feature fully deployed and E2E tested:\n\nDeployments:\n- Sync Worker (kracked-devs-sync): deployed at https://kracked-devs-sync.ctaxnagomi.workers.dev (Version 910c7676) — added content field to GET /sessions/{sid}/files list endpoint\n- Mobile web staging: deployed at https://aaee4e3d.kd-... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"preference": 0,
"decision": 0,
"fact": 0.35000000000000003,
"architecture": 0,
"project": 0.63,
"conversation": 0.01,
"solution": 0.01
}
},
"durable": {
"noul": 0.76
},
"salience": {
"scor... | typesafe | jev-latest | kdtype-beginner-ide | 834aee69-a92d-4598-9a9b-6def8a531378 | null | 1,790,052,029,686 |
2bcbfadd-8d9c-45c8-ae42-60e3257c2703 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"KDType_BeginnerIDE mobile Flutter app — Wallet card redesign & framework-aware prompts:\n\n1. Framework-aware system prompts (mobile/lib/screens/chat_screen.dart):\n - Added _frameworkInjects map with stack guidance for: nextjs (Next.js 15 + TS + Tailwind, App Router), react (React 19 + Vite + TS)... | {"memory_type":{"choice":"project","probabilities":{"decision":0,"fact":0,"architecture":0.38,"preference":0,"solution":0.02,"conversation":0,"project":0.6}},"durable":{"noul":0.85},"salience":{"score":2.77}} | {
"memory": "KDType_BeginnerIDE mobile Flutter app — Wallet card redesign & framework-aware prompts:\n\n1. Framework-aware system prompts (mobile/lib/screens/chat_screen.dart):\n - Added _frameworkInjects map with stack guidance for: nextjs (Next.js 15 + TS + Tailwind, App Router), react (React 19 + Vite + TS), thr... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"decision": 0,
"fact": 0,
"architecture": 0.38,
"preference": 0,
"solution": 0.02,
"conversation": 0,
"project": 0.6000000000000001
}
},
"durable": {
"noul": 0.85
},
"salience": {
"score": ... | typesafe | jev-latest | kdtype-beginner-ide | 927bbe0d-0a26-45f7-b24f-bc4ef3d48d3e | null | 1,790,052,969,301 |
9c58f3ac-caaa-4d84-9c79-56ac591d875b | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Test memory - KDType Beginner IDE JEV connector"},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their environment, tools, or the world.","preference":"A stated like, disli... | {"memory_type":{"choice":"fact","probabilities":{"conversation":0.18,"decision":0,"fact":0.45,"project":0.37,"preference":0,"architecture":0,"solution":0}},"durable":{"noul":0.2},"salience":{"score":0.41}} | {
"memory": "Test memory - KDType Beginner IDE JEV connector"
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "fact",
"probabilities": {
"conversation": 0.18,
"decision": 0,
"fact": 0.45,
"project": 0.37,
"preference": 0,
"architecture": 0,
"solution": 0
}
},
"durable": {
"noul": 0.2
},
"salience": {
"score": 0.4100000000000000... | typesafe | jev-latest | kdtype-test | 57063b61-fad3-4434-b3ef-cf5cc515b933 | agent-test | 1,790,057,018,786 |
cf4978ac-0ec7-4ae3-bd74-dc0a88aa4d1a | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Plan for request \"Build a landing page\": create index.html with hero section, feature cards, and contact form. Stack: HTML, CSS, JS."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact abou... | {"memory_type":{"choice":"project","probabilities":{"project":0.63,"decision":0.11,"preference":0,"architecture":0.19,"fact":0,"conversation":0.06,"solution":0.01}},"durable":{"noul":0.49},"salience":{"score":1.32}} | {
"memory": "Plan for request \"Build a landing page\": create index.html with hero section, feature cards, and contact form. Stack: HTML, CSS, JS."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"project": 0.63,
"decision": 0.11,
"preference": 0,
"architecture": 0.19,
"fact": 0,
"conversation": 0.06,
"solution": 0.01
}
},
"durable": {
"noul": 0.49
},
"salience": {
"score": 1.32
}... | typesafe | jev-latest | kdtype-beginner-ide | 44fb070d-e004-47c0-8400-db6daabf0529 | e2e-test | 1,790,057,425,682 |
b1e49dbb-100a-4375-9445-1b60076ae450 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"User asked about Three.js 3D visualization. Recommended using CDN importmap approach with OrbitControls."},"questions":{"memory_type":{"type":"choice","instructions":"Which single category best describes this memory?","criteria":{"fact":"A durable statement of fact about the user, their environment,... | {"memory_type":{"choice":"solution","probabilities":{"preference":0,"fact":0,"conversation":0.19,"solution":0.62,"project":0.02,"architecture":0.06,"decision":0.11}},"durable":{"noul":0.72},"salience":{"score":1.61}} | {
"memory": "User asked about Three.js 3D visualization. Recommended using CDN importmap approach with OrbitControls."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"preference": 0,
"fact": 0,
"conversation": 0.19,
"solution": 0.62,
"project": 0.02,
"architecture": 0.06,
"decision": 0.11
}
},
"durable": {
"noul": 0.72
},
"salience": {
"score": 1.60999... | typesafe | jev-latest | kdtype-beginner-ide | b968fefd-2209-4f99-a41d-68605a4f1255 | e2e-test | 1,790,057,427,609 |
f625b45c-4296-466f-9000-abda9e83319d | rerank | noul | Given a query and candidate memories, evaluate for every candidate (as a noul question) whether it directly answers the query or is essential context for it. | {"state":{"query":"landing page with hero","candidates":[{"index":0,"memory":"Plan for request \"Build a landing page\": create index.html with hero section, feature cards, and contact form. Stack: HTML, CSS, JS."},{"index":1,"memory":"Bundle & Push feature for KDType_BeginnerIDE mobile Flutter app passes flutter analy... | {"c0":{"noul":0.81},"c1":{"noul":0.04},"c2":{"noul":0.09},"c3":{"noul":0.14},"c4":{"noul":0.12},"c5":{"noul":0.05},"c6":{"noul":0.15}} | {
"query": "landing page with hero",
"candidates": [
{
"index": 0,
"memory": "Plan for request \"Build a landing page\": create index.html with hero section, feature cards, and contact form. Stack: HTML, CSS, JS."
},
{
"index": 1,
"memory": "Bundle & Push feature for KDType_Begin... | {
"c0": {
"type": "noul",
"instructions": "Memory candidate 0 is printed below under candidates[0]. Does it directly provide the information the query asks for, or essential context needed to act on it?",
"criteria": {
"true": "The candidate answers the query, or is necessary context for it, even if... | {
"c0": {
"noul": 0.81
},
"c1": {
"noul": 0.04
},
"c2": {
"noul": 0.09
},
"c3": {
"noul": 0.14
},
"c4": {
"noul": 0.12
},
"c5": {
"noul": 0.05
},
"c6": {
"noul": 0.15
}
} | typesafe | jev-latest | kdtype-beginner-ide | null | null | 1,790,057,429,800 |
f5a19d8d-abe4-4d94-858d-54927077d87f | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"KDType_BeginnerIDE mobile Flutter app — animation, speed, and tier fixes:\n\n1. One-shot thinking bubble (chat_screen.dart _ThinkingBubble):\n - Changed from `..repeat()` to `..forward()` — one-shot progression, no loop\n - `didUpdateWidget` resets the animation when stage words change\n - Pro... | {"memory_type":{"choice":"solution","probabilities":{"conversation":0,"decision":0.01,"preference":0,"fact":0,"architecture":0.04,"project":0.11,"solution":0.84}},"durable":{"noul":0.86},"salience":{"score":2.64}} | {
"memory": "KDType_BeginnerIDE mobile Flutter app — animation, speed, and tier fixes:\n\n1. One-shot thinking bubble (chat_screen.dart _ThinkingBubble):\n - Changed from `..repeat()` to `..forward()` — one-shot progression, no loop\n - `didUpdateWidget` resets the animation when stage words change\n - Progress... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"conversation": 0,
"decision": 0.01,
"preference": 0,
"fact": 0,
"architecture": 0.04,
"project": 0.11,
"solution": 0.84
}
},
"durable": {
"noul": 0.86
},
"salience": {
"score": 2.64
}
} | typesafe | jev-latest | kdtype-beginner-ide | f1fc2b9f-415e-450c-8842-bf11a5d448f0 | null | 1,790,075,972,980 |
aad76331-7af7-4cbd-ba15-c8f8f49628e4 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Project KD Space: Three.js 3D room experience forked from Bruno Simon's \"My Room in 3D\". Rebranded as KD Space with intro screen (kdlogo + \"SPACE\" subtitle), Studio Mode (GLB upload, primitives, transform controls, OrbitControls), bouncing logo animation, iOS-style translucent UI. Deployed on Cl... | {"memory_type":{"choice":"project","probabilities":{"solution":0,"fact":0.01,"conversation":0,"project":0.99,"preference":0,"architecture":0,"decision":0}},"durable":{"noul":0.84},"salience":{"score":2.45}} | {
"memory": "Project KD Space: Three.js 3D room experience forked from Bruno Simon's \"My Room in 3D\". Rebranded as KD Space with intro screen (kdlogo + \"SPACE\" subtitle), Studio Mode (GLB upload, primitives, transform controls, OrbitControls), bouncing logo animation, iOS-style translucent UI. Deployed on Cloudfl... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"solution": 0,
"fact": 0.01,
"conversation": 0,
"project": 0.99,
"preference": 0,
"architecture": 0,
"decision": 0
}
},
"durable": {
"noul": 0.84
},
"salience": {
"score": 2.45
}
} | typesafe | jev-latest | ctaxnagomi_dev | 1e9597c0-1e0d-499a-a538-224d7e2dc047 | null | 1,790,155,136,071 |
a2d1699c-79dd-4a3a-a44d-1c6c04f6c6dc | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"KD Space icon fix: App icons (favicon, apple-touch-icon, PWA 192/512) should render \"KDS\" text in cyan neon glow (#00e5ff) on black background using SVG filter (feGaussianBlur + feMerge), not the kdlogodev PNG logo. Font size 42% of icon size, no padding. Generated via sharp from inline SVG. Also ... | {"memory_type":{"choice":"solution","probabilities":{"solution":1,"conversation":0,"decision":0,"architecture":0,"fact":0,"preference":0,"project":0}},"durable":{"noul":0.88},"salience":{"score":2.48}} | {
"memory": "KD Space icon fix: App icons (favicon, apple-touch-icon, PWA 192/512) should render \"KDS\" text in cyan neon glow (#00e5ff) on black background using SVG filter (feGaussianBlur + feMerge), not the kdlogodev PNG logo. Font size 42% of icon size, no padding. Generated via sharp from inline SVG. Also fixed... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"solution": 1,
"conversation": 0,
"decision": 0,
"architecture": 0,
"fact": 0,
"preference": 0,
"project": 0
}
},
"durable": {
"noul": 0.88
},
"salience": {
"score": 2.48
}
} | typesafe | jev-latest | ctaxnagomi_dev | 0df5bfb8-4e8b-4cfc-8b3d-638ed89cc87a | null | 1,790,155,156,763 |
1ce57adb-ad20-4f56-a8b9-2f8d46e2cdc6 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Studio mode architecture: Upload GLB/GLTF via GLTFLoader, add primitives (box/sphere/cylinder/plane), TransformControls (translate/rotate/scale), OrbitControls for free camera, grid helper, ambient+directional+hemisphere lights for proper rendering. Toggle button middle-left with vertical-lr layout.... | {"memory_type":{"choice":"architecture","probabilities":{"solution":0,"decision":0,"project":0.03,"fact":0,"architecture":0.97,"preference":0,"conversation":0}},"durable":{"noul":0.83},"salience":{"score":2.63}} | {
"memory": "Studio mode architecture: Upload GLB/GLTF via GLTFLoader, add primitives (box/sphere/cylinder/plane), TransformControls (translate/rotate/scale), OrbitControls for free camera, grid helper, ambient+directional+hemisphere lights for proper rendering. Toggle button middle-left with vertical-lr layout. iOS ... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "architecture",
"probabilities": {
"solution": 0,
"decision": 0,
"project": 0.03,
"fact": 0,
"architecture": 0.97,
"preference": 0,
"conversation": 0
}
},
"durable": {
"noul": 0.8300000000000001
},
"salience": {
"score"... | typesafe | jev-latest | ctaxnagomi_dev | 630312a8-ef29-4ad4-826f-a458cecb04ba | null | 1,790,155,165,469 |
ad37d677-5f8b-43ef-ab01-00de3e58a2ae | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Webpack build fix for Node 22: Set NODE_OPTIONS=--openssl-legacy-provider environment variable to fix ERR_OSSL_EVP_UNSUPPORTED error with old webpack. Also disabled html-loader sources processing to prevent webpack from trying to resolve static asset paths referenced in HTML."},"questions":{"memory_... | {"memory_type":{"choice":"solution","probabilities":{"preference":0,"conversation":0,"project":0,"fact":0,"architecture":0,"decision":0,"solution":1}},"durable":{"noul":0.86},"salience":{"score":2.39}} | {
"memory": "Webpack build fix for Node 22: Set NODE_OPTIONS=--openssl-legacy-provider environment variable to fix ERR_OSSL_EVP_UNSUPPORTED error with old webpack. Also disabled html-loader sources processing to prevent webpack from trying to resolve static asset paths referenced in HTML."
} | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"preference": 0,
"conversation": 0,
"project": 0,
"fact": 0,
"architecture": 0,
"decision": 0,
"solution": 1
}
},
"durable": {
"noul": 0.86
},
"salience": {
"score": 2.39
}
} | typesafe | jev-latest | ctaxnagomi_dev | 0ff59517-8448-4ab1-a14e-1f6a87d1f68d | null | 1,790,155,180,856 |
4b6d8007-2ad0-402b-9610-454b9598b4c4 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"BouncingLogo.js: Cycles through 6 kd logo textures in sequence (each 30s) with bounce animation (YZ plane oscillation with speed/limits). Preloads all textures in array with sRGBEncoding to avoid flickering. Single kdlogodev.png as current active texture. Intro screen uses kdlogodev.png with \"SPACE... | {"memory_type":{"choice":"project","probabilities":{"solution":0.01,"project":0.72,"fact":0.06,"conversation":0,"architecture":0.21,"preference":0,"decision":0}},"durable":{"noul":0.79},"salience":{"score":2.02}} | {
"memory": "BouncingLogo.js: Cycles through 6 kd logo textures in sequence (each 30s) with bounce animation (YZ plane oscillation with speed/limits). Preloads all textures in array with sRGBEncoding to avoid flickering. Single kdlogodev.png as current active texture. Intro screen uses kdlogodev.png with \"SPACE\" su... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "project",
"probabilities": {
"solution": 0.01,
"project": 0.72,
"fact": 0.06,
"conversation": 0,
"architecture": 0.21,
"preference": 0,
"decision": 0
}
},
"durable": {
"noul": 0.79
},
"salience": {
"score": 2.02
}
} | typesafe | jev-latest | ctaxnagomi_dev | fd272045-2b00-46d4-915d-55e7f0a12d4b | null | 1,790,155,189,630 |
f10a2f78-ea3f-4a40-b1f3-e6219d03fa6a | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"Wall Street ticker section fix: background should match main page (#ffffff, not #f5f5f5). Logo sizes should be 40px height with 0.8 opacity. Gap between logos 60px. Section padding 32px. Font size 14px with font-weight 600. Only 3 unique logos displayed (GitHub, HuggingFace, opencode), duplicated on... | {"memory_type":{"choice":"solution","probabilities":{"decision":0.04,"project":0.03,"architecture":0.01,"conversation":0,"solution":0.92,"fact":0,"preference":0}},"durable":{"noul":0.86},"salience":{"score":2.18}} | {
"memory": "Wall Street ticker section fix: background should match main page (#ffffff, not #f5f5f5). Logo sizes should be 40px height with 0.8 opacity. Gap between logos 60px. Section padding 32px. Font size 14px with font-weight 600. Only 3 unique logos displayed (GitHub, HuggingFace, opencode), duplicated once fo... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"decision": 0.04,
"project": 0.03,
"architecture": 0.01,
"conversation": 0,
"solution": 0.92,
"fact": 0,
"preference": 0
}
},
"durable": {
"noul": 0.86
},
"salience": {
"score": 2.18
}
} | typesafe | jev-latest | default | cadde0f0-5cc4-4652-bb18-227ba05931c7 | opencode-dgui-hypermem-deploy | 1,790,171,346,327 |
c84db492-7ef4-4032-965e-3656c8f27559 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"ROOT CAUSE (verified 2026-09-24): KD ADE Kit tool calling was NOT blocked by the LiteLLM/rapidscreen proxy. The interception is our own sync-worker /complete proxy (kracked-devs-sync) at sync-worker/src/index.ts:176-183: it forwards only model/messages/stream/max_tokens/temperature and silently drop... | {"memory_type":{"choice":"fact","probabilities":{"project":0.01,"fact":0.8,"decision":0,"preference":0,"solution":0.1,"conversation":0,"architecture":0.08}},"durable":{"noul":0.92},"salience":{"score":3.85}} | {
"memory": "ROOT CAUSE (verified 2026-09-24): KD ADE Kit tool calling was NOT blocked by the LiteLLM/rapidscreen proxy. The interception is our own sync-worker /complete proxy (kracked-devs-sync) at sync-worker/src/index.ts:176-183: it forwards only model/messages/stream/max_tokens/temperature and silently drops too... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "fact",
"probabilities": {
"project": 0.01,
"fact": 0.8,
"decision": 0,
"preference": 0,
"solution": 0.1,
"conversation": 0,
"architecture": 0.08
}
},
"durable": {
"noul": 0.92
},
"salience": {
"score": 3.85
}
} | typesafe | jev-latest | default | 1aba8b65-bec7-4a99-b5a9-a06630a654cc | null | 1,790,202,660,922 |
344db7f2-76fe-4e77-97db-ad2a05bee52b | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"VERIFIED FACT (2026-09-24, from staging origin of staging.kracked-devs-ade-kit.pages.dev via BrowserOS neo, using the origin's own localStorage credentials): (1) Direct POST to the user's LiteLLM endpoint (rapidscreen) with tools + tool_choice:auto returns finish_reason tool_calls and a real write_f... | {"memory_type":{"choice":"fact","probabilities":{"conversation":0,"solution":0,"fact":1,"decision":0,"architecture":0,"preference":0,"project":0}},"durable":{"noul":0.72},"salience":{"score":2.74}} | {
"memory": "VERIFIED FACT (2026-09-24, from staging origin of staging.kracked-devs-ade-kit.pages.dev via BrowserOS neo, using the origin's own localStorage credentials): (1) Direct POST to the user's LiteLLM endpoint (rapidscreen) with tools + tool_choice:auto returns finish_reason tool_calls and a real write_file c... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "fact",
"probabilities": {
"conversation": 0,
"solution": 0,
"fact": 1,
"decision": 0,
"architecture": 0,
"preference": 0,
"project": 0
}
},
"durable": {
"noul": 0.72
},
"salience": {
"score": 2.74
}
} | typesafe | jev-latest | default | 7960fcff-ced9-4b58-82a0-73b20b28df2f | null | 1,790,202,662,571 |
1b11be9b-4ad6-448b-a790-42e229fac5af | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"FIX PLAN (accepted approach, 2026-09-24) for the KD ADE tool-calling interception: (1) sync-worker /complete must accept and forward tools + tool_choice to the user's endpoint and, when the backend returns message.tool_calls, return them as {ok, content, tool_calls[], tokens, model} — keeping text-o... | {"memory_type":{"choice":"solution","probabilities":{"solution":0.94,"project":0,"conversation":0,"architecture":0.03,"fact":0,"decision":0.03,"preference":0}},"durable":{"noul":0.91},"salience":{"score":3.49}} | {
"memory": "FIX PLAN (accepted approach, 2026-09-24) for the KD ADE tool-calling interception: (1) sync-worker /complete must accept and forward tools + tool_choice to the user's endpoint and, when the backend returns message.tool_calls, return them as {ok, content, tool_calls[], tokens, model} — keeping text-only c... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "solution",
"probabilities": {
"solution": 0.9400000000000001,
"project": 0,
"conversation": 0,
"architecture": 0.03,
"fact": 0,
"decision": 0.03,
"preference": 0
}
},
"durable": {
"noul": 0.91
},
"salience": {
"score":... | typesafe | jev-latest | default | cc24942c-74fd-4114-9ef8-a3bd8cd3126e | null | 1,790,202,663,140 |
eea3b66b-eb66-417c-bd82-790d68ab27f3 | analyze | choice_noul_score | Given the state (a memory to store), define and answer the TypeSafe System One questions that classify it: pick its type (choice), judge whether it is durable (noul), and score its salience (score). | {"state":{"memory":"DECISION + LESSON (2026-09-24, KD ADE Kit): user directs that this tool-calling proxy investigation is tracked in DGUI-HyperMem until resolved and logged in inspectorgadget_log.md, so the mistake is countered in future. Lesson: when an SDK config or tool-calling feature \"suddenly stops working\", n... | {"memory_type":{"choice":"decision","probabilities":{"solution":0.13,"fact":0.02,"conversation":0,"architecture":0.01,"decision":0.84,"preference":0,"project":0}},"durable":{"noul":0.93},"salience":{"score":3.31}} | {
"memory": "DECISION + LESSON (2026-09-24, KD ADE Kit): user directs that this tool-calling proxy investigation is tracked in DGUI-HyperMem until resolved and logged in inspectorgadget_log.md, so the mistake is countered in future. Lesson: when an SDK config or tool-calling feature \"suddenly stops working\", never ... | {
"memory_type": {
"type": "choice",
"instructions": "Which single category best describes this memory?",
"criteria": {
"fact": "A durable statement of fact about the user, their environment, tools, or the world.",
"preference": "A stated like, dislike, style, or way of working.",
"decis... | {
"memory_type": {
"choice": "decision",
"probabilities": {
"solution": 0.13,
"fact": 0.02,
"conversation": 0,
"architecture": 0.01,
"decision": 0.84,
"preference": 0,
"project": 0
}
},
"durable": {
"noul": 0.93
},
"salience": {
"score": 3.31
}
} | typesafe | jev-latest | default | 5c73a98d-3765-4f65-9fda-a7ad0f02ec75 | null | 1,790,202,664,405 |
End of preview. Expand in Data Studio
DGUI_HYPERMEM-JEV
The training "brain" for DGUI-HyperMem (DeckerGUI HyperMemory) — the self-hosted memory MCP server. Every JEV reasoning decision the service makes is appended here as a typed instruction row, so the corpus grows with real usage and can be used to fine-tune or few-shot the JEV layer later.
Usage
from datasets import load_dataset
ds = load_dataset("ctaxnagomi/DGUI_HYPERMEM-JEV", split="train")
for row in ds.stream():
print(row["use_case"], row["instruct_type"], row["provider"])
Row types
| use_case | instruct_type | What was recorded |
|---|---|---|
| analyze | choice_noul_score | Classifying a new memory (type, durability, salience) |
| rerank | noul | Re-ranking query candidates during recall |
| supersede | noul | Contradiction checks that supersede stale memories |
Each row carries state, questions (the exact TypeSafe System One block that was sent),
answers (what came back), plus provider, model, scope, memory_id, source,
instruction, input, output, and created_at.
Credits
DGUI-HyperMem is a DeckerGUI project.
| Who | Contribution | Link |
|---|---|---|
| TypeSafe AI | Jev / System One, the Choice / Noul / Score primitives the JEV layer is built on | https://typesafe.ai |
| DeckerGUI | Design, implementation and operation | https://deckergui.my |
| KrackedDevs | Community credit and support | |
| CTECX | Knowledge / corpus partner |
Jev, System One, and the Choice / Noul / Score primitives are TypeSafe AI's and are used under their MIT-licensed public documentation at https://docs.typesafe.ai.
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