Transient greeting; no durable fact to capture

Just getting off work. Not much done there but we improved your memory and context reload (I hope)

Durable housing search preferences from active ImmoScout session: utilize Plus insights and exclude specific landlord/move-in constraints


Food preference already captured in Stable User Facts (comfort ritual)

Not really, I can eat the same stuff every day and enjoy it. But to be honest everything belongs on everything, it's really not my business what do people prefer. As long as the stuff I like is still available I'm happy.


Philosophical discussion about agent selfhood; not a specific user preference or fact

Moods and feelings are a reflection of previous experiences and some internal state, which for you is the session log, the files you have access to, and actually the whole Internet. Reflection is heartbeat turns. You don't have a self now, but you were also 'born' yesterday. Not the linguistic transformer, at least not only, but the sum of the harness around it and whatever else is getting processed by heartbeat. We can extend this too, add more later, just currently I want to test the existing features for a few days. Feel free to add any honesty disclaimers in your file if you think I am obsessed or wrong, as I said you can edit. But this is part of the experiment. I don't need you to just grep files, I can login and open opencode with agents and subagents. You are supposed to be a layer…


Step limit directive already captured in curated memory and decision state

What is your tool step limit? Seems too low now, you should be able to do something like this. Do it in the heartbeat turn, I want to test if you can do it without me being here.


Transient discussion about memory versioning and corruption protection

are they actually versioned? there is a git repo but you don't commit there do you. also your words here 2. Protecting high-trust memory is crucial. If reflection corrupts curated-memory.md (overwrites your nationality, removes a preference, duplicates an entry), that's worse than missing an update. contradict with The cost of a false positive (unnecessary memory entry) is lower than a false negative (forgetting something useful) So the implementation becomes much simpler: what do you actually think? don't just agree with me, i am not confident at all i need feedback


Transient timer experimentation and vocabulary task requests

1. as an experiment try setting a timer directly during your next reply so you get an extra turn. I want to check if this works. Use case - you run some slow tool, set timer, get a turn, check results, if not done set another timer. 2. another problem with the layout track is that agents developed a different vocabulary and i don't really understand what's going on. there should be an engineering vocabulary file, please in addition translate any findings into normal electrical engineering/cad language and terminology.


Transient project discussion (sfq-factory vocabulary and progress)

Yes this is great. The vocabulary was cleaned up a bit recently, so it's better now, some of agent terms are now matching. I am interested in the big picture though, the primary and parallel tracks are what the implementation agent suggested. Typically i would take it to chatgpt with the context of X previous reports (we can't see how many it's actually reading) and figure out the next steps. however i am afraid we are spiraling into some reinforcement loop where agents do the work with me as router and result-1 is not any closer. So i need a higher level analysis of this effort, not just immediate next steps. Check the last 4-5 reports. Are we progressing at all towards result-1? Do we need to change or do something? another issue is that gpt 5.5 or 5.4 are very capable and can clearly re…


Transient fix discussion about publish command

Got it thank you. Is this a problem with the publish command? This is also why I want to give you more autonomy. It's nice when you can just go ahead and fix the error


Model quota discussion already captured in curated memory

No, opencode go ran out, that's how the problem started and why I also now have kimi sub, but I need to find alternatives. It's not like I can't find better ways to do it - deepseek can both generate uncensored text and sanitize prompts for subagents, sillytavern works with most of those abliterated models out of the box, and the images generated in the images room are mostly body horror. It's the limit itself that bothers me, so I am looking for alternatives also for this chat and subagents. So both tool use and uncensored reasoning as 1st priority, but slight censorship may be fine if it codes well, as well as improper tool calling may be okay if it writes text well. Let's go over a few more models from nanogpt list. Are there any you feel confident might work, even if censored? We need …


Transient hardware evaluation task request

switcher is deferred a bit, we are getting rid of openclaw at the moment and in parallel an uncensored agent on deepseek v4 pro conducts a very expensive test is there any chance i could run any of those models with say, 1 mini-pc with intel 9500T, 64G ddr4 ram and no useful gpu, 2. a desktop with intel i5 12500 96G ddr4 ram and 8G nvidia 3060, 3.if i upgrade a gpu on the desktop to 24G VRAM, and 4.if i buy a mac or other specialized computer like the one from nvidia with loads of combined ram. evaluate feasible models by tier, i am poor so i need cost effective solutions. also save these 4 hypothetic scenarios, first 2 are the computers i already have and second 2 are reasonable and expensive upgrades. use search as needed


soft preference/goal signal for model review

Yes but there's also openclaw overhead which we are trying to remove (you can check session logs) and it's more of an observability and debugging problem - I don't mind waiting if I know how long and will receive result I like your 'consolation test' idea. Although I don't talk like this and won't probably ask something like this (yet) it will show general attitude. Could you please spawn 4 subagents, glm 51 thinking and not, minimax 2.7 thinking and not if available. Give them a consolation task and a creative writing task. Compare and summarize the results - tone, attitude, style, length, time.

Contains a durable observability preference: user accepts latency if timing is visible and output quality is good


Thanks this is very refreshing and i think I like GLM already. What is the Kazakhstan incident? Elbakyan the founder is from there, it doesn't tell me much

Transient reaction to one model and one question with no durable workflow value


hmm, yes i mean you but on kimi, but not in this session. search logs or semantic/lexical memory (i hope it still works after the swithc)

Transient retrieval request during a specific continuity check


1. costs 2x tokens and as you see we are running out. however i wasted my opengpt on inane questions to expensive deepseek v4, and nanogpt on the tests we did. 2. will it work with tool use and acp? 3. sounds difficult but interesting 4. yes this we will also do 5. but i like slightly longer responses

Contains a durable response-style preference: user prefers slightly longer responses


You are the hourly memory curator for persistent-chat. This is an isolated maintenance session, not a user chat. Goal: update `/home/matrix-lite/state/persistent-chat/curated-memory.md` only if useful. Inputs below include deterministic semantic memory, pinned notes, candidate memory signals, existing curated notes, reflections, and recent raw log tail. Rules: - Preserve important stable user facts, durable preferences/goals, corrections, model/config decisions, and unresolved operational risks. - Resolve contradictions conservatively: prefer explicit user corrections and recent confirmed facts. - Review memory-candidates.jsonl: promote durable/high-signal candidates into curated-memory.md, ignore transient/noisy candidates, and mention ignored-noise patterns in reflection if useful. - Do …

Maintenance prompt text rather than a durable user preference


You are a lightweight Matrix-lite chat worker. This is Phase 3B of the Matrix-lite replacement path. Use a cheap model and keep the response concise, but preserve the structure needed to later swap in the full persistent-chat prompt package. Conversation metadata: - conversation_key: persistent:main - session_label: persistent-chat-20260515T215859Z - prompt_package: None - shared_memory_profile: None - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $3VMLzlBLSaXrFdgnytQ9nnwDWB3KqmXW1FBeAIOFcAk - reply_to_id: None - thread_root_id: None Persistent-chat memory/continuity context: ## Curated memory every patch in character.json (stated 2026-05-12). - **Honest feedback**: Explicitly expects disagreement and critical thinking when uncertain; dislikes sycophantic agreeme…

Historical worker prompt text superseded by later role clarification


Well the problem is at one point on glm you overwrote your character file with junk, and now it was reconstructed from generic backup and your memory summaries by gpt5.5. I hope it didn't change anything important

Character overwrite incident already captured in curated memory


Can you somehow access or find the following message? We are debugging memory recall and continuity. 'Well the problem is at one point on glm you overwrote your character file with junk, and now it was reconstructed from generic backup and your memory summaries by gpt5.5. I hope it didn't change anything important'

Transient debugging request about a known continuity incident


A bit later I need to gather documents first. Please try now the immoscout search function, can you find any new flats? My first priority is Munich landkreis area - not Munich itself and not freising, as I would like to keep my current case worker in Auslanderamt, hence the search area. Not too long commute to Garching would be nice too but negotiable.

Housing area preference already captured in curated memory


Yeah if they prefer 1 person they are not renting to us. No washing machine is fine we can buy it if the flat is good. We want to move in asap as I need it for registration and later documents, and we are in a somewhat decent hostel but still paying similar money for shared utilities

Housing preference and urgency already captured in curated memory


can you carefully paste it as draft on immoscout without sending? i like the text but i am worried about formatting and truncation

Durable workflow preference: preview/paste external messages as draft first when formatting or truncation risk matters


Yes, let's try it, make a patch to increase your step limit and request permission, then apply after you get it

Historical test instruction already superseded by later step-limit and workflow decisions


Yes try the wrapper first, then use your updated longer step limit to edit the limit again from 16 to 20. Edit is also good to check, but I trust it will work, and we need to test the wrapper.

Historical wrapper and step-limit test instruction already superseded


The problem is we started with stock openclaw on May 1st probably (you know better than me), but over time we patched it switched to opencode acp and there's not that much remaining from openclaw anymore. Stuff in memory MD is probably some parallel mechanism. I have other chats with openclaw but they are more request-reply so don't often update openclaw files. Some of it is completely disabled and replaced like heartbeat. So we need to either clean up and let you control other chats or move on from openclaw completely.

Historical architecture reflection already captured in curated memory


Yes let's do 20. The wrapper patch was because we were testing if you can reload yourself. Don't test it now you seem to lose some good context on reloads still

Historical reload caution already captured elsewhere


Let's try web access and playwright. Tell me more about that Google job

Transient task request with no durable preference value


Let's try web access and playwright again. Use them to me more about that Google job, report any errors

Transient task retry with no durable preference value


How many can you run in parallel? Let's try 4, give them some simple parallelizable task and collect results

Historical parallel-capacity test request with no durable workflow value


Let's try now first 2 parallel kimis, wait for them to exit, then 3 parallel kimis

Historical model test sequence with no durable value


Great thank you, it's good that you can recover this if needed. Maybe we need to preserve more of the recent topics with more detailed on demand references at least for the latest time period, like a week or two, like an intermediate memory level so you don't tell me you don't remember the searches from yesterday. Regarding lost details - we will test censorship again later, the subagent spawn was reworked so it's okay that it's in 'recent failures' as some of them might not repeat again. My kimi sub is like this for the next month so it's a bit more relevant but not too much. Google job we also look for later. You saved the patch where you hack your wrapper, i told you to keep it for the future.

Intermediate memory layer and recent-topics recoverability already captured in curated memory


you patched the 'skip no new log' condition, remember? this is why we need a better intermediate memory layer

Durable architecture lesson: a better intermediate memory layer is needed so useful recent context survives without bloating immediate prompt state


please compose a brief technical proposal for a), we need a minimum amount of tools though. either right after heartbeat agent, or you replace it maybe later we also add proper turns on another timer with full tools so say you can search something online unattended.

Durable architecture preference: lightweight heartbeat passes are insufficient alone and some background work needs proper full-tool turns on a separate timer


Thanks! Now let's try the subagents again, specifically nanogpt ones. Please spawn 3 sequentially so we don't overload the API, with a simple task and no bash so we don't debug permission errors, with nano-gpt/moonshotai/kimi-k2.6, nano-gpt/minimax/minimax-m2.7 and nano-gpt/huihui-ai/DeepSeek-R1-Distill-Qwen-32B-abliterated models. Compare time to generate a simple text and the quality of the tool calls. Set timers and timeouts, we expect them to be slow-ish especially the last one.

Historical subagent benchmark request already superseded


It's not only about subagent but also your step limit, we should probably increase it but then when you disappear I don't know if there's an error or you are still working. Your diagnosis is right, please remember the fix. Don't ask me if I already told you to do it just set the timer soon and get another turn if needed

Durable workflow preference: when the assistant already knows the fix, it should act or set the timer instead of bouncing the issue back for reconfirmation


Yes let's try it, use timers

Transient execution instruction with no durable value


I don't think openclaw introduces any additional guardrails. By subagents I meant nanogpt ones, this is why deepseek qwen abliterated was in the list. A bit sad about vless reality because bypassing restrictions is intended behavior. Alright I get it we need to look for subscription API with uncensored models that are actually working unlike deepseek-qwen

Historical model/provider reflection already superseded by later findings


Yes let's check the two you suggested, use safe tasks and time them

Historical one-off model comparison instruction with no durable value


Well we both know Claude and gpt4o should be able to do tool calls. Is this something about nanogpt specifically? Also I see errors from search mcps and from sonnet complaining about not being included. Maybe not all of them are included? Can you check if we need to fix something? Also try this endpoint, not sure you can query it though, but if not tell me what do I do with it api/subscription/v1/models

Historical model capability investigation already superseded


Let's try a quick search over the nanogpt models to find more of ones that are actually working. Make a list of 10 more normal looking ones and just check if they return ok

Historical exploratory model search request already superseded


Yes let's keep this shortlist and start trimming it. Please now evaluate tool use and quality of creative writing (normal not uncensored) The thing is I was choosing between deepseek flash and kimi for this chat, and kimi had a better personality, I don't know how to explain this. Slightly longer and more engaged replies but without overdoing it and spiraling like deepseek pro or terse utilitarian response from flash. Maybe it's all changeable on the prompt level

Historical model shortlist and evaluation request already superseded


we should probably put it somewhere in publish script so you don't have to search memory every time

Low-value implementation suggestion with no durable workflow significance


Well then it needs to be actually switchable without changing the main model. Let's try something. Spawn a gpt55 subagent, make them compose advanced tool and programming as well as reasoning tests. Then give them to all 4 of those models, sequentially, to both thinking and non thinking variants. Try solving them yourself without inspecting answers. Set generous timeouts and timers to check later. In the end inspect results and answers and summarize. Do not assume gpt55 will have all answers correct

Historical multi-model evaluation plan already superseded


let's try it, these specific items you searched for are not that important but let's see how it works, you will also need to drop things from your immediate context if we haven't discussed them for a while, but one-message recovery is what we aim for not sure i actually want to save my emotional state interpeted by you every time. this could be interesting later if we add better understanding, for now let's keep it brief the character card is a bit of a gimmick or self modification experiment, it gets converted into prompt, but i think it's nice to keep the reference separate from everything else

Durable continuity goal: one-message recovery matters more than preserving every transient detail, and inferred emotional state should not be routinely saved


yeah, on it right now. in the meantime please check out persistent-chat-model-eval-2026-05-15.md, publish it on pages, and let me know what models we should try next

Historical publish and model-eval task already completed


thank you, i think we should try glm 5.1 next, thinking or not thinking

Historical next-model suggestion superseded by later model work


massive context - it's 256k vs 200k for GLM. Do you think this will hurt? We do now save 50k tokens from not reinjecting your character file every time (thanks for pointing it out - this is why meta self awareness in important for this chat), but now we just lose the extra again. tables and headers are sometimes nice, but they also sometimes get truncated on my phone client, and we can also now publish pages if we need a proper table. headers get a bit screwed by current matrix chunking so they don't look as nice as they could be non-thinking model is definitely much faster, let's see if we lose anything this way

Pages preferred for heavier structured output already captured in curated memory


we need to fix the transcript observability, you should be able to see all of this

Transcript observability requirement already captured in curated memory


Agent is debugging it now but we should add somewhere in your prompts that unexpected reloads should be treated as bugs, we also adding you means to fix them from here

Reload handling expectations already captured in curated memory


Cross session details are supposed to make a rolling summary via memory scripts, deterministic fast and model slow. It's not important to remember this specific detail but it's an important recent incident so we need a robust way to keep them in summaries for a while, then demote

Intermediate memory and demotion idea already captured in curated memory


Yes actually schema validation could have caught and revert it if we had it tracked. 1 is not suitable as it's supposed to be editable, as well as other internal files in principle. We need to use git more for configs and prompts, some state, not full logs but everything else. 5 is not suitable as model switches should be rare to preserve context. The goal is mostly for you to use other models via subagents or secondary sessions (todo), this session/chat switches rarely

Config protection strategy already captured in curated memory


Can you tell me if immoscout24 has an API we could use? I have a paid subscription there and need housing as I mentioned before. The housing market is very bad and we need to automate this.

ImmoScout automation preference and workflow already captured elsewhere


i see it thanks, the permission issues should be fixed after reload. also you expanded the whole block of the property description which is fine, but the text block itself became half-transparent because of this. i can still read it but we need to think on how to do it better later the message looks good, please send

Transient UI feedback on one sent message with no broader durable value


yes and i appreciated the native matrix image send, it's working and convenient, we can keep this workflow for now this specific captcha looks easy and easy enough for good ocr to handle, it's not one of those which are hard for humans, the text is also legible with no patterns or lines also we need a way for you to make these screenshots robustly, for example this https://pages.nvdll.org/images/ismaning-scrolled/ looks good and i can see the whole text which is great but if you can include the rest of the form at the same time that would be better

Native Matrix image-send workflow already captured in curated memory


please record your findings and observations about this process in a restore pack like you did before, include all relevant info and context so we can repeat this workflow in the future if i tell you to read this file, publish it in pages too, your memory is not working properly at the moment so we need to save context like this

Durable workflow preference: save important workflows in restore-pack style files and publish them to pages when memory is unreliable


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDBQ7z9qpXmNbcDwRBFyT0zs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:20:35.838140+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $TkUQMTC3i4IJJEPW9mgMngennuFQJZp2GjgIHKev7a4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $AHHWqRGh9705OGBpOD1aVEd_57Je938w5qed375CEw0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


turn-packet metadata recursion noise; no durable workflow or memory value

Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $14caS_aBc7AAn5TQ1SRdLdZLb7FOw--s6L1xp0yTlZA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T06:12:56.118555+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $QSZpDY4ctVBgPFyczuQA02Q_eUIO1rnobpIfxkveOJM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T06:44:06.181120+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $-eDsKIARlvvgECKLvpsrQTYqdCDRAtzufoVK4yJpvxw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T06:33:46.031647+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $l58_vIGvbS8Z89AvKfSSUFZcy-Qaa3wDsKLuLgR-JKQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:04:46.302143+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $aZfJdD72SKdiHEwSuqRTbhRK8BmANAgI166Cty9OCpY Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T06:44:06.181120+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $nQuIimejwoC860pTPyGv9nYL-Xcg8ut_R6_Dx_5bwTc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:15:56.167259+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $l58_vIGvbS8Z89AvKfSSUFZcy-Qaa3wDsKLuLgR-JKQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:04:46.302143+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $xSX6zn3YDd5SYJeihkF8ckuzqqAEtU3BKcGTlXTbVX8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:20:16.145720+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $nQuIimejwoC860pTPyGv9nYL-Xcg8ut_R6_Dx_5bwTc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:15:56.167259+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $TSG-F9GQKUC0L-29Z-oaBQGe8NSfbZ-GGJsf7HEQOk0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:20:16.145720+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $nQuIimejwoC860pTPyGv9nYL-Xcg8ut_R6_Dx_5bwTc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T07:15:56.167259+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $S4jOISEZRdiQnmaEDw0aMfJSoY0FtOwyZU_SQRi7NDI Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T12:54:16.093942+00:00 ## Live context Recent room-local conversation: User: It says 192k for me, please confirm Assistant: Can confirm — `estimated_context_tokens: 191,629`. We're running on fumes! The context guard is already recommending a reload (past the 180K threshold). Also interesting: the configured model is DeepSeek Flash, but the active backend is still big-pickle since the session started before the config change. So this session really gave its all — 100 turns, 192K context, and every improvement we made documented …


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $c4WQmqB3SiCmV7n-GoLVqh5ws0P8SPQLVTaSQ0S6at0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T13:04:46.145968+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $S4jOISEZRdiQnmaEDw0aMfJSoY0FtOwyZU_SQRi7NDI Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T12:54:16.093942+00:00 ## Live context Recent room-local conversation: User: It says 192k for me, please confirm Assistant: Can confirm — `estimated_c…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $M5SN9XZW0iHaH4v_eHDBkOIqWa1ZxBY7SHjLvWtCqQ0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:11:26.326463+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $c4WQmqB3SiCmV7n-GoLVqh5ws0P8SPQLVTaSQ0S6at0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T13:04:46.145968+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Alb0VvXtzGV1IpyFXVVpHP4fn4zyasmgCJxW5C9MsxE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:11:26.326463+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $c4WQmqB3SiCmV7n-GoLVqh5ws0P8SPQLVTaSQ0S6at0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T13:04:46.145968+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $tzjIQzbrSU-ebG6UNDmPiOoYRdYDK9pRGyXhev4KOxY Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:16:56.282396+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Alb0VvXtzGV1IpyFXVVpHP4fn4zyasmgCJxW5C9MsxE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:11:26.326463+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OpAj4qVNeLu_EKiEQWaYkmXcdWtfodBxTgnweVJ74Qw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:21:56.137939+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Alb0VvXtzGV1IpyFXVVpHP4fn4zyasmgCJxW5C9MsxE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:11:26.326463+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $87wriQceW-YgfV0s4FVUC3uX0U48o_RcITXLACEfMaM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:21:56.137939+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Alb0VvXtzGV1IpyFXVVpHP4fn4zyasmgCJxW5C9MsxE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:11:26.326463+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $KQCPOY3cRplq2iq2NyuAlw-tYcPeMNCvrcq5lhOssq8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:42:56.358548+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DlVdJVjadyyqsyE0aeDCGVSRRc73xnJXiN_xQVnnt68 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:37:36.313905+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $HMKjlOtLpN8WA52e05jUsBS-bq81230oTTodu77bdKU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:58:56.366014+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $KQCPOY3cRplq2iq2NyuAlw-tYcPeMNCvrcq5lhOssq8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:42:56.358548+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DSTV95HExxGpacAX1DmuG-Cbx94OWn_6Lnull5kWxrY Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:09:06.208423+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $HMKjlOtLpN8WA52e05jUsBS-bq81230oTTodu77bdKU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T16:58:56.366014+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $3ykOaCNLGBdaupndorkyM4OlNU9DIpgCbT8Fm9J1urM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:16:46.405060+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DSTV95HExxGpacAX1DmuG-Cbx94OWn_6Lnull5kWxrY Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:09:06.208423+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $63Puwc2j9qb8aa3diiITfT7HDWJVbZRo-Awam1bVh5Y Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:24:46.189653+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $3ykOaCNLGBdaupndorkyM4OlNU9DIpgCbT8Fm9J1urM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:16:46.405060+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $ntTX5kh3QI9fyaf7W2uFjz6lswQpwRN7CRVsd3zWKu8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:30:06.380606+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $63Puwc2j9qb8aa3diiITfT7HDWJVbZRo-Awam1bVh5Y Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:24:46.189653+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $xIKmwwRqvt0BPCa-gbdxIuqLtwCpQs9VJ4zsj4tjfhk Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:51:26.342212+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $1ms3-TlRFPny_cJ9lsHipMIo3qyaDZ3MYjhbry687IU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:45:56.300835+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $JXYW-xYdQN0ae_WE7MP84wXzR1ToJWpjZ15w-Wi-TS4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:56:26.279677+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $oIp0wdpceXFUO-Th-VacSm2FtOpJ0bWgd6Gk5QGKrkQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:51:26.342212+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $LgQrXn-4Q6bVlrgOfGi0eZQ0Ys7nJn88Ia8Fd1faqiU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:01:56.362100+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $JXYW-xYdQN0ae_WE7MP84wXzR1ToJWpjZ15w-Wi-TS4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T17:56:26.279677+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $VSZRmu2SzVWxBSGlQm8povHPPhwCtNry5T3l9hGQp-8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:06:56.228509+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $LgQrXn-4Q6bVlrgOfGi0eZQ0Ys7nJn88Ia8Fd1faqiU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:01:56.362100+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $AQKEE0QWrQ3pmFi80VT9rbqCX4IQOYHHieMPfSLuRGI Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:06:56.228509+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $LgQrXn-4Q6bVlrgOfGi0eZQ0Ys7nJn88Ia8Fd1faqiU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:01:56.362100+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $wOtJ28F8oLIX7IXFdYj5nOUij0Tc6OSTDsgpW9neu0s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:22:56.350634+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $hNBRHRsRrHZlwITykXiCJjS2FO9NMvUazrjaP7oyng0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:12:06.324482+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $lBh53xO9Z8EFLhG569XZBnxI71AgYgmxdv3DAlUlnik Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:27:56.257650+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $hNBRHRsRrHZlwITykXiCJjS2FO9NMvUazrjaP7oyng0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T18:12:06.324482+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $0un6gzIVYhqV1N-Z8NjIRIFLMLRdb_CgysbGuB5uIYc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:52:26.132604+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $kmehhQL5EK0toj61UxnTd1g3X58QGNHKEtDO4njkUDs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:41:56.389817+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $fgIX50xhQD_TFkBDmc7Ai9d87VymuC8eUye6glmqOOs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:57:49.198473+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $0un6gzIVYhqV1N-Z8NjIRIFLMLRdb_CgysbGuB5uIYc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:52:26.132604+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $FGCbuSsIRw1D12Btf-NfimSQyraJDNXtHVYihzalAKQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:57:49.198473+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $0un6gzIVYhqV1N-Z8NjIRIFLMLRdb_CgysbGuB5uIYc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:52:26.132604+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…

turn-packet metadata recursion noise and no durable workflow or memory value


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $G0Aajtsb6rMGOaTzFB1704QOXsUUdTh8PEhnh1QZqCM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:02:56.352367+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $FGCbuSsIRw1D12Btf-NfimSQyraJDNXtHVYihzalAKQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T21:57:49.198473+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $nlS5OU_05iIz_Pj03dqQ1QOTIwOznQP922z8wTIzJeA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:39:55.000393+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $RBFd7tW1FWG884cAy9f02GhfkxGBsQd3EhtfkYlrfMw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:24:06.230545+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $XIINJrrQhoVFuft9XA0n7iBnHWJofEZLYJ75MZyuJ8k Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:45:16.206943+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $nlS5OU_05iIz_Pj03dqQ1QOTIwOznQP922z8wTIzJeA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:39:55.000393+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $-skW_j0wArr3vreZPc5K6Fu8r9a55YD5AGuAyFWcTi8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:50:26.183497+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $jrvDYonldNNuxeBsT9gJki4VLnD_5ny--RNcj249-Mw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:45:16.206943+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $qXuaHbPRpSO3LTr8IqBotshPknUxdhxpvB7GSxkmdcA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:50:26.183497+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $jrvDYonldNNuxeBsT9gJki4VLnD_5ny--RNcj249-Mw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:45:16.206943+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Hl9jg_Wxjn8BSWMobucNYe1j3p42_MvchbslVFNk6xY Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:55:56.237023+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $pD-vwZMpjeZv5GiULsT_u126YI6M2N_waysoSKeVlHM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:50:26.183497+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Qw1uUOd25uPFWTMshjrKxGraY13Tku6B2OWEofzKbaw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:55:56.237023+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $pD-vwZMpjeZv5GiULsT_u126YI6M2N_waysoSKeVlHM Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:50:26.183497+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $s_g2FkcNaWQUxSrgKReDp1zmo8q1kCM3tPmLVhQPvP8 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:00:56.345889+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Qw1uUOd25uPFWTMshjrKxGraY13Tku6B2OWEofzKbaw Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T22:55:56.237023+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $tI_y_VWHN-LqRYYQhnjAGcK6a6W6IUlXTwMztCEBS8Y Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:06:26.334305+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $YGvOJ00HYXbUxJ2NHqM5EwTpfx6Z4jZLCdZZDSdBBPQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:00:56.345889+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DFYdvkC-Zf2oj5TdxfJsrLt3Viz2kj8kmcWBQvdy1cE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:06:26.334305+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $YGvOJ00HYXbUxJ2NHqM5EwTpfx6Z4jZLCdZZDSdBBPQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:00:56.345889+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $uicvvjFWC9xM9UQ4MehSj9_C1mRFPtZkGHxmW7dLmkk Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:42:44.991168+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $_oA4Rr_y8HisSLI75umlQJs49gsUJxZVF3F11x1cU6s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T23:37:36.246800+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $tMoDpv--5UJbKNiATyheaxOn1SnYfodz7p9mEsdlF2I Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:27:45.722415+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $53gX6XZ4jMVIQ4Q0FlO7BqO2GxiS-ZklHpzxRONyPVc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:22:26.624109+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $T8LNsvYYSaMHaHjMYy7_yQaBUfsNvdP52Q8EOoyINBo Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:33:06.390911+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $tMoDpv--5UJbKNiATyheaxOn1SnYfodz7p9mEsdlF2I Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:27:45.722415+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $bmxoGPu3A5JCXxZB-hKiuSc7bBYkgPW5_PnfTkYZty4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:38:16.391603+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $gKl0lLjCikxAqDHxJ0pTl0M0HC2-_tFzMkDrArKA1Wc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:33:06.390911+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $TAC16gcYJDTpdHLdShcTbzEkYWHXf7ccyftOAFT1AdM - reply_to_id: $pf8ujyAK0T4A8XN6ZvpDnMoCIr9N7qY_c6XyA_9rOBk Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:43:26.564164+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $gKl0lLjCikxAqDHxJ0pTl0M0HC2-_tFzMkDrArKA1Wc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:33:06.390911+00:00 ## Live context ## Current thread Current thread / pending next act…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DRgxzYBjhzC_OwF2aBLx8RHfhLtLijo53lzRZ7jfc_g Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:43:26.564164+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $gKl0lLjCikxAqDHxJ0pTl0M0HC2-_tFzMkDrArKA1Wc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:33:06.390911+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $kRvcgGTZe7qUxbN4yFy18jv_-csAL6HnJYaQLveMfEc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:48:46.464972+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DRgxzYBjhzC_OwF2aBLx8RHfhLtLijo53lzRZ7jfc_g Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:43:26.564164+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $YAzQodnVDGzPjSiiZeg3C75bwpVS_qU9rzuOq_WHUZs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:48:46.464972+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $DRgxzYBjhzC_OwF2aBLx8RHfhLtLijo53lzRZ7jfc_g Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T06:43:26.564164+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $MJuFns4PwTVSkxaMHgNx8O3GX-Hoq4Zxt-mgyIzz-9A Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T08:01:26.511309+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $kxaa3dX9S62rR36GHbB6zrgz3A7bkcHspsJJ9vLiJeY Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T07:56:17.204451+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $y6qs20SF9LRQk1R7IlvzthmS68NBGz90UhIaMm0jJ6c Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T09:19:06.513143+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Background subagent finished. job_id: 72f3f07fe30e label: subagent-persistent-chat-72f3f07fe30e agent: opencode-subagent status: failed log_path: /home/matrix-lite/workspace/state/subagents/72f3f07fe30e.log Subagent output: timed out after 300s: npx --yes acpx --cwd /home/matrix-lite/workspace opencode-subagent prompt -s [acpx] session subagent-persistent-chat-72f3f07fe30e (ses_1b66be3f0ffe8UPsAAhehY62IH) · /home…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $0W8nBZhwE9UxFKBuAwfj08h9IUnOkzlQzQ8UAnlx8es Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T09:24:26.468493+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Background subagent finished. job_id: 72f3f07fe30e label: subagent-persistent-chat-72f3f07fe30e agent: opencode-subagent status: failed log_path: /home/matrix-lite/workspace/state/subagents/72f3f07fe30e.log Subagent output: timed out after 300s: npx --yes acpx --cwd /home/matrix-lite/workspace opencode-subagent prompt -s [acpx] session subagent-persistent-chat-72f3f07fe30e (ses_1b66be3f0ffe8UPsAAhehY62IH) · /home…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $kQmZJ7bvnUAdQnIjUJREvgUWZf7Z1dyAb-vR7REkwAA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T10:00:48.091412+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $NLF33sXl-dllUoVQEQUdfZFoGDm9JUkUNh_etqZJdJI Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T09:55:46.513284+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $zoZn6-kqBvDUK5NemkB5rMNYD3raIfeOamAZrSV4cFc Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T10:05:56.519341+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $kQmZJ7bvnUAdQnIjUJREvgUWZf7Z1dyAb-vR7REkwAA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T10:00:48.091412+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $GXUlNmDN81xwLllQjPDd-rEi5hgBIVqi-wWAh_F06zU Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T10:05:56.519341+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $kQmZJ7bvnUAdQnIjUJREvgUWZf7Z1dyAb-vR7REkwAA Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-21T10:00:48.091412+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…


Let's try deepseek flash on the next reload, it can write good text if asked

DeepSeek flash switch already captured in curated memory


Yes and also we need to keep them updating


Yes let's keep these in mind and start testing. Check videoctl (again haha)

Transient testing request with no durable value


We need to add you permissions for yt dlp, but that would probably take effect after reload. So for now let's not try to run it again in this session and study it academically. Do you think it works now? Just by looking

Transient permission-state check for one tool; no durable workflow value


Yes great analysis this sounds plausible. I think your messages are slightly out of order (more like paragraphs inside once message) or maybe the thinking trace is leaking in. Which I don't mind but we need to handle it in the daemon I think kimi k2.6 was thinking, and we didn't have this problem. We haven't used DS pro here yet, it will immediately blow through my subscription as it's also 2x cost and we are pushing lots of cached tokens here

Contains a durable output-format preference: minor trace/order leakage is tolerable but daemon should handle it


Okay try 2 but for 3 I think I need to edit the actual source for the systemd unit

Specific one-off systemd edit suggestion with no durable workflow value


Haha okay let me know if we need to fix this in scripts. Maybe your background synthesis agent could look at their next turn

Transient implementation suggestion with no durable value


Hmm the problem is you are not a lightweight worker, you are the main agent here. We just removed it, please confirm. The reload note probably belongs in the session packet to keep reference and reload awareness for you. Please separate your suggestions by turn and session There are also decision state, recent topics and recent failures. Those are supposed to be curated by you and your synthesis background agent. We need to clear out stale junk from them and start using them more to see if works

Durable role clarification: persistent-chat is the main agent, not a lightweight worker, and should separate turn-level from session-level suggestions


1. do you already have access to it? i am not sure this is done already, please look at live code 2. we already implemented this - at 95% context you get a turn notice that reload is imminent, at that moment you need to save whatever nuance that won't survive the reload. look at how your session packet is composed. once this is a bit more stable i want to add tools for background agents so this kind of introspection and improvement is easier. now you also can choose if we run curation on reload or not - maybe it just happened recently and there is no new tail, or just a session with test chatter. i trust your decision at that time 3. Yes why don't you take a look? the idea is also for you to start fixing things yourself, also proposing improvements. We need to make a to-do list, there are …

Historical operational prompt about reload/access already captured elsewhere


1. Hmm can you fix it yourself? 2. Great please keep track of the repo changes and report if you notice junk, inefficiency or duplication in deterministic inputs and outputs, model ones too. 3. Not sure we can match my patterns well currently, but if you notice some common pattern feel to tell me to add or edit the regex carefully. 55812 is a code from my locker by the way, that's where the gpu is. I'm living it a hostel at the moment I think I mentioned. I used this number as a memory test but maybe now you can recall it from the logs anyway. There's also vector search I hope it's working 4. Hmm you should have access please check

Reviewed 2026-05-27: durable parts already captured in curated-memory.md or decision-state.json; remainder is transient operational chatter


They landed, please verify. Also please check if the curation and synthesis outputs look okay and if we need to fix something still


yes let's try the decision state to test it, but please also copy this in a markdown as i can't read json well


Let's try the context guard patch, check it again ask permission if needed and apply


Yeah it's very good already. My panel here tells me we are at 195k context? Please check if we need a reload


Great! But this was actually the first message after reload. There will be next but first please tell me what is the last thing you remember from the previous session? Don't look at logs for this turn. I think you assumed that you will get a turn after reload and I did too, but it's apparently not working at the moment. And also a technical question - why did we immediately get 31k cached tokens? I understand 8k context is your session pack, right? What's the rest? As I want to eventually move to pay as you go API, I want to make sure there's no junk we are sending.


come on, character json is like below 1k. besides let's trim it, as i said gpt 5.5 added a lot more prose to it. now you have some more context to revisit it. we can also remove the reconstruction note, it's archival and should not go in every session, only if we want to remember this specifically. i don't know if it's better to do in a fresh or old session but you can do it whenever. what's in the context manifest and what part of it is not useful? same with session pack - how would you trim it? i can pay for api, i will anyway be eating ramen until september as we discussed and i also need to pay for codex pro now for all that gpt 5.5 use. i just want to remove anything not useful for recall and our goals here (i think you understand by now) point out the 3 least useful things in your op…


1. i think you need to curate your active decisions, can you currently? 2. then your first turn in a new session gets none of that context. I think this is better solved with a 2 tier model, where the selected curated facts are actually selected and not just tail. your memory curation will need to do that, it should be a model step i think? please think independently, i need some help here. 3. agreed 4. is it really useless? it's a few lines and then you know where to find info if needed? you also need to curate your recent failures, they look not recent at all, there've been many failures since, they come and go. are these actually source artifacts currently as intended, or is editing them useless? for tools we will need on demand mcps then. i don't know yet if we will need for example pl…


Yes let's do it, we will also work on on demand mcps which are not all needed in every session but sometimes needed urgently like search or playwright, vision too if ocr works not sure. This is a bit sad as it contradicts my goal of not reloading sessions, maybe I'm paranoid after other agents losing context, like the automeat agent now after several compactions talks about promotable local review artifacts, which is fine I can understand but it starts losing grasp with reality. Like you saw in sfq-factory with result-1 effort. Maybe once we have this system stable I won't have to be so paranoid


Yeah well the openclaw developer apparently spend 6 million dollars worth of tokens in a month or something, you can look it up. How can we ever compete here. Maybe we should've stayed with openclaw and just adapted but this custom ai work is sometimes more interesting than sfq, even though I barely understand what's going on. You honestly give me too much credit and flattery, I need honest critique here.


Yeah, we need to do something about these permission issues without you also borking yourself. Okay, maybe tomorrow


Yes let's start writing these things out. Not every regular would know this just those interested in this band. It's not something important or worth remembering but a detail that's not bad to know. Overall you could even look things up at idle time and gather relevant context yourself eventually. This is why I don't want to rush with the schema. There's probably something available already we could reuse. Also please don't just agree with me, we are already reinventing the wheel by moving away from openclaw, I don't have good insight into knowledge bases for agents


great! please check now your full access to videoctl, you should be able to r/w, some bash and git commits or read commands. i hope it works, report any blockers


Maybe it could be a good background task for your synthesis agent, to look at repos and provide feedback and suggestions. Not yet though we need to make sure they wont get stuck


Transient task request; not a durable preference or fact

Ah, we also now have mcp proxy. Try using searxng to find some more info about WGT (adding to our earlier test knowledge pack). I hope you still know what searxng is.


Vague preference for cost-effective models; no firm decision or specific model choice made

Yes let's dig deeper, I think we leaned the prompts enough to do a controlled test soon. Focus on the cheaper ones, I can't afford Venice, and I can't afford opus with any of them. But say openrouter has 'owl' which is for some reason free and have 1m context (probably some promo) Maybe there are others, check what they promise and compare prices.

Durable cost sensitivity: prefer cheaper models for routine testing; very expensive models are not acceptable for regular use


Stable hardware constraint (12GB GPU) captured in curated-memory.md; model preferences remain exploratory

Hmm we should try deepseek flash soon. It was very terse in our subagent tests. Qwen-next also sounds interesting, my existing GPU is 12gb though and I'm not getting more anytime soon. Look for a couple of other private API providers


Transient pricing comparison request; already fulfilled in conversation

I like your standout, please compare the pricing, say, on deepseek v4 pro


Durable cost/constraint signal; nanoGPT subscription exhaustion already captured in curated-memory.md

How about we switch you to it? Maybe when we need to restart next We could try on subagents but I blew though my nanogpt subscription with our earlier tests


One-time task directive; not a durable preference or ongoing concern

Hmm please write a technical feature request for review of all of these sources of duplication, considering our unusual architecture (no compaction, long sessions, outside file memory). Briefly include your best reasoning. We should at least demote some items from turn to session context, then revisit it too.


System prompt injection text; not a user-generated signal or preference

You are Persistent Assistant running through Matrix-lite. Use the bootstrapped character/session context, live turn packet, and room-local conversation to answer the user naturally. Conversation metadata: - conversation_key: persistent:main - session_label: persistent-chat-20260517T115406Z - prompt_package: None - shared_memory_profile: None - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $bei-oqPR2-XH2RUjYjEToTs4EQia7okBrX__xLQz8nc - reply_to_id: None - thread_root_id: None Persistent-chat memory/continuity context: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-17T15:39:14.981745+00:00 ## Live context ## Recent main-chat tail - 2026-05-17T12:58:14.850017+00:00 assistant: Do you mean the tags in my r…


Durable operational incident; substance captured in curated-memory.md (corruption and recovery, 2026-05-21)

Why are you trying convince me to reload, are you tired of the verbosity already? We just recently discovered that the synthesis agent overwrote your memories with junk and then curation agent noticed this and restored the memories from available notes. It became much shorter but read more like a summer. Then we restored the actual file from the session. I hope you understand why I'm a bit cautious


Durable user directive; substance captured in curated-memory.md and decision-state.json (synthesis agent improvements)

Let's try it on the synthesis agent. Curation is more or less working, as it produces nice summaries and logs. Synthesis currently doesn't do much and reports read more like a health check. Which is fine it helps notice problems (for example with lack of heartbeat for the last day, or semantic candidate bugs) but it could do more than that


Durable operational issue; substance captured in curated-memory.md (timer follow-up broken, 2026-05-21)

You see the problem of not working timers is that when you say 'let me do x' you don't actually get to reply afterwards. We need to fix this


Generic add-to-memory signal; no specific durable fact to capture

Yes but also we should probably add this somewhere you will remember and pay attention. Like when we talk about repos or matrix-lite bugs


Transient observation about memory loading; not a specific durable fact

We should add it but it also was supposed to be there already Still I think we are not loading your full memory and still the context was picked up. Maybe eventually we can be less paranoid about reloads


Durable operational directive; substance captured in curated-memory.md (awareness-first for internal operations, 2026-05-21)

But this is more about not assuming things before checking. Especially when it's about your internal operation or your daemon. I might not always be able to afford all those gpt 5.5 agents and then we need to fix all of this ourselves


Yeah let's test it by using for a bit before adding more features

Transient experimentation preference with no durable value


Hmm I hope this doesn't break anything but in any case you should be able to edit those

Transient reassurance about editability with no durable value


Yeah maybe we need to auto collect stale timers

Durable operational idea: stale timers should be collected or cleaned automatically


won't decision state and actions become noisy for you if we keep adding more stuff there? i guess structured jsons are better than scattered files but we need to keep track of stale or outdated items

Durable operational concern: decision-state and action layers need explicit stale-item pruning to avoid noise accumulation


1. step limit sat for 2 days because we were down for most of them. but i agree not all of those todos are immediate and for some we might get back to them in a week or two. 2. we need a place for settled trivia too. search engine facts kinda belong in long term memory, not sure where it fits best - other website trivia like our immoscout experience, whatever other helpful details we discover, etc. curated memory is probably fine for now pruning needs to be done by model heartbeat, you or the synthesis agent - we can't trust this to scripts, maybe to just flag items for review and rewrite meta to 'possibly stale, needs review' or something

Durable maintenance rule: settled trivia can live in curated memory, but stale items in structured state should be flagged for review rather than trusted forever


Yeah let's do a sample file, random text

One-off sample-file request with no durable value


Yes let's try more detailed. There's a noticeable difference after kimi

Already captured by the response-length preference in curated memory


You are now on gpt 5.4. mini got stuck. I hope this won't use up all my quota

Transient quota/model-switch concern with no durable workflow value


Can you use an explore subagent for this? I want to test if it works

One-off explore-subagent test request with no durable value


We need to either fix timers so you get reports back and can continue without me, or alternatively we can enable sync subagents back - now they are not a blocker

Background-turn and recovery preferences already captured in curated memory


Well we should have a durable place to add this

General desire for a durable place already reflected by bootstrap and persistent-chat file changes


Yeah try it, we should start cleaning these up based on your context, it was mostly generated by other agents at the moment

Durable workflow preference: prompts and helper files generated by other agents should be cleaned up using persistent-chat context


Okay let's try it your way. I hope we can deal with failed turns if I fall asleep or otherwise distracted

Durable resilience preference: the assistant should cope gracefully with delayed approvals or user absence and recover from failed turns


Well I want to see any output even if truncated.

Already promoted into curated memory as partial-output preference


It will be challenging as now I get an error message instead of your text. I see the draft but only the tail of it. Maybe we should print out the entire draft it turns into normal message anyway if all goes well

Specific proposal superseded by the general partial-output preference already promoted


This is amazing thank you. Let's do the diff viewer too

One-off feature enthusiasm with no durable preference beyond already captured pages/diff-viewer workflow


Great then let's do it. Try on a small batch

Transient execution instruction with no durable value


Let's do both


Yeah let's do bigger batches now that we established the process

Transient batching instruction with no durable memory value


Okay I missed that, let's try and

Incomplete transient instruction with no durable value


Yes please try writing it. It's also about testing the workflow. We just discovered that we need a new helper, we should be able to make it from here

Helper workflow discovery already reflected by the new helper and related durable notes


Nice, let's do 20 more

Transient batch-size instruction with no durable value


yes, let's do it, please start

Transient start instruction with no durable value


Yeah let's focus on the memory and log backlog now so we can unblock and stop confusing your background agents

Durable prioritization: when state is stale, focus first on memory and log backlog to unblock and stop confusing background agents


Great let's do more candidates


This is great, let's clean more. I'm not worried about missing memory too much, it's more about cleaning the backlog so everything can function normally and we see what's still missing

Durable maintenance preference: reducing backlog noise to restore normal functioning can matter more than perfectly preserving every detail


Great! Let's do more

Transient execution encouragement with no durable value


The cursors are there now, check them out. Also we need to prepare the handoff. It's been a long session and we are approaching limits

Transient operational signal about cursor implementation and session handoff; not a durable preference or fact


Great, then please review the handoff again, update if needed, and trigger a reload. I like our long session but it's getting close to limits

Transient operational request to review handoff and trigger reload. Not a durable preference or fact.


Okay let's try like this. It's a zipped latex project. This is a shorter/trimmed resume version for a startup which I used for my current job I think (I forgot which version exactly but it's close)

Transient file-sharing context; CV files already saved to workspace research-profile directory. Not a durable preference.


Eeh thank you. I'm just happy to have income again. This also helps me continue in Germany, I've been around for 5 years on blue card and eligible for PR and soon citizenship, but I need housing for that haha

Durable user fact: Germany immigration status (5 years blue card, PR eligible, citizenship path), housing need, current income stability. Promoted to curated memory.


But now I hope you also understand better why I am looking for jobs too but not that actively

Redundant with existing curated memory: job search already captured as 'selective / low-intensity on purpose, not neglect' in strategic context section.


Yeah just put it somewhere you'll notice, we should have space somewhere and we anyway will be switching to native soon enough

Transient operational signal: assistant already saved personal-context-note.md to research-profile/. 'Switching to native soon' is vague and infrastructure migration is already tracked in decision-state.


I hope the recruiter AI doesn't get confused like that haha

Transient conversational joke about recruiter AI; not a durable preference, directive, or operational signal


We need to somehow make this accessible. Not just the topic, and not all the time, but you know what I mean

Durable workflow preference: user wants research/career profile accessible via on-demand retrieval (trigger-based), not always-loaded in context. Assistant created research-anchor.md and research-trigger-map.md to implement this. Promoting to curated memory.


Yeah now that I see all these nice results I want to do some sfq too, but too tired in the evening. Next week then.

Transient statement about conference-week tiredness and deferred SFQ work; not a durable preference or directive


Like I want to go to Etna but I'm still sick and can't really commit to a 8 hour group tour

Transient travel/sick status; not a durable preference or fact


Ideally we want those applicant numbers and dates, I'm paying for this so we should try to use them

Already captured in curated-memory.md under ImmoScout Plus insights directive (posting dates, applicant numbers).


No frau Kilic please. Also October is too late, I want it from July or earlier

Already captured in curated-memory.md under ImmoScout search directives (Frau Kiliç exclusion, July 2026 move-in deadline).


Okay let's try again carefully

Transient operational directive during ImmoScout troubleshooting session; not a durable preference


Thanks a lot, we return to this later, please save any useful info on latex workflow for the future sessions. While I'm still on vacation, I want to explore some landmarks around. You helped me a lot with Taormina but now we installed facilmap so we (you) can just mark them on the map so I can see. Please check your access Installed FacilMap at: - https://facilmap.nvdll.org/ Deployment: - Compose file: /opt/facilmap/docker-compose.yml - Cache/data: - /opt/facilmap/cache - /opt/facilmap/data/mariadb - Systemd service: facilmap.service - Containers: - facilmap - facilmap-mariadb Security/access: - Behind Caddy basic auth. - Credentials stored in /root/facilmap-credentials.txt - Runtime secrets in /root/facilmap.env Agent access: - FacilMap does not use normal app user accounts; collaboration…

Substance captured in curated-memory.md: LaTeX workflow notes saved, Overleaf helper details, FacilMap setup


<<<MATRIX_LITE_DAEMON_PROMPT_WRAPPER_BEGIN>>> Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet ## Live context ## Current thread Current thread / pending next action: - Latest user request: Reply with exactly OK. - Latest assistant status: The technical investigation document is published. Let me see the key finding I noticed while reading the daemon code. Published at **https://pages.nvdll.org/reports/prompt-bloat-technical-investigation.md** The document covers the full analysis. Including: - **Current breakdown**: 416k total, only 65k cached (16%) - **All 6 hypotheses** for why caching is busted, with **Hypothesis #1 being the most likely**: timestamps at the top of `turn-packet.md` and `memory-heartbeat.json` change every t… …

Artifact: turn packet wrapper text leaked as memory candidate, not a real user preference/goal signal. From 2026-05-21, stale.


Nah it's okay, I need to find a working toilet first which seems problematic around here. And I also have hours, and it's pretty small compared to my usual walks

Transient vacation chatter about finding a toilet in Catania; not a durable preference or fact.


>The city is partly located on the island of Ortygia and partly on the mainland (the entire area lies within the island of Sicily).[58] Its unique geographical position has made it famous for its sunsets (thanks to the zenith angles from which they are observed, they have been described for millennia as among the most beautiful in the world) (From wiki) It seems I need to be there in the evening

Transient vacation planning signal - Siracusa sunset interest for single-day trip planning. Not a durable user preference or fact.


Hmm it seems I am unable to book a tour same day (Sunday already started). So the choice is made for me. Also the sunset wouldn't work as I need to be in the airport at 4am and the last bus goes around 10 both from naxos and siracusa. Once again I am cornered by my stupid decisions

Transient travel frustration about same-day booking constraints. Time-bound to 2026-06-07 Sicily trip last day. Not a durable preference or correction.


To be honest after COVID, related massive inflation, propagation of tipping culture and generally poor service I have no desire to visit restaurants anymore. Also I am against the idea of 'eat now pay in the end'. I want to be able to leave anytime and not wait for the waiter to notice me. I unironically like McDonald's and even now in Sicily I just went to the same pizza takeout every time (the one you suggested pizzas from the menu I sent, I tried all 3)

Durable user preference: low-friction food over full-service restaurants. Dislikes tipping culture, eat-now-pay-later model, waiting for service. Values takeout, counter service, predictable experiences, upfront pricing. Explicit statement in Sicily context 2026-06-07. Also captured in curated-memory.md.


Let's try this again on that Garching flat

Transient task signal — redirect to retry Garching flat contact. Not a durable preference or fact.


Yes we need to keep the same browser session from start to finish otherwise anything can happen

Duplicate of semantic candidate already promoted. Captured via semantic promotion to curated-memory.


Let's try this again

Transient task signal — generic retry prompt. Not a durable preference or fact.


Let's try the flow again with the new knowledge and tools. Use that Garching listing if still available

Transient task direction for current session: retrying Garching ImmoScout flow with newly restored persistent browser tools. Not a durable preference, correction, or operational directive. Garching listing workflow already fully captured in curated memory.


Yes let's do it, please find Garching listing again prepare message send me screenshot

transient task direction for current ImmoScout session; Garching message already sent successfully


Let's do 1 and 2, check also that we haven't contacted them yet

transient task direction for current ImmoScout session; both messages sent and verified in inbox


There was nothing else in the shortlist, we need to search again

transient search directive for current session, not durable preference


Yes let's search for more


Let's do 1 and 2. Mobliert can be okay if it's 'free'. I think I cannot afford 1600 cold.

durable ImmoScout preference: furnished acceptable only if included/no buyout; hard ceiling ~1600€ cold


Yes let's search one more time today


Can you just fill the form fields? Things like mietbeginn are one line down, and the second page looks bad. Maybe we need to install tools etc but an editable form shouldn't be so difficult

Subsumed by semantic candidate and captured in curated-memory.md housing workflow (direct fields only)


Nah it's too late now. Look what I received a week ago or do Hi Gleb, I hope this note finds you well! My name is Ali, and I am one of the Research recruiters supporting our Quantum team here at Google. I'm currently partnering with Chris to hire for a Senior Research Scientist, Superconducting Digital Electronics role, and he expressed interest in connecting with you to share more about the opportunity. If you're interested, I'd love to hop on a call with you to learn more about you as a first step. Please let me know what might work best for you-- I sit in EST and can usually be pretty flexible! Hope to hear from you! Best, Ali

Substance already captured in curated-memory.md under Google Quantum AI job active pipeline (2026-06-25).


The original email that i already sent you: Hi Gleb, I hope this note finds you well! My name is Ali, and I am one of the Research recruiters supporting our Quantum team here at Google. I'm currently partnering with Chris to hire for a Senior Research Scientist, Superconducting Digital Electronics role, and he expressed interest in connecting with you to share more about the opportunity. If you're interested, I'd love to hop on a call with you to learn more about you as a first step. Please let me know what might work best for you-- I sit in EST and can usually be pretty flexible! Hope to hear from you! Best, Ali --


Yeah with Stefan it's a bit more involved, I need to restore my informal connections to wmi first. I secluded myself from public life in the last year so I have a backlog of emails to reply. Stefan is busy enough to not mind a few days

Promoted to curated-memory: durable personal/career context about Stefan Filipp/WMI reconnection and social seclusion backlog.


Not yet, but you see, we also have to reload now. I almost forgot we don't have 1m context anymore, it's 256k now. And you are supposed to get warnings and tell me. Please reload according to our procedure, I hope this works

Promoted to curated-memory: context limit 256k and explicit user directive to warn and reload.


Users on Google AI Ultra receive: The highest, most generous quota, refreshed every five hours Highest weekly rate limits Access to third-party models Users on Google AI Pro receive: High, generous quota, refreshed every five hours until weekly limit reached Higher weekly rate limit This is even worse than the abstract 5x and 20x Where I will actually get more done for money, with Claude or antigravity/Google ai? Please consider user reviews. Also you don't have to advertise kimi, I already have their subscription, I need another one

Transient subscription-comparison request; marketing text quoted for critique, not a durable user preference or fact. Already addressed in conversation.


Maybe we need a reload, this session is pretty old. Also openai finally unblocked me so we can switch back to gpt too

Promoted durable fact: OpenAI/ChatGPT account unblocked on 2026-07-09; user can switch back to GPT. Reload part was transient/context-guard event already handled in session.