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 trusted deterministic semantic memory, pinned notes, candidate memory signals, broad semantic candidates, 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. - Review semantic-candidates.jsonl as lower-confidence main-chat user signals. They are not facts until promoted. Promote only durable/high-signal preferences, corrections, operational directives, or workflow context. - Maintain semantic-candidates.jsonl lifecycle one step at a time using `/home/matrix-lite/app/scripts/persistent-chat-memory semantic-candidates mark --key <key> --status promoted|ignored|stale|needs_more_evidence --reason <why> [--promoted-to <path-or-concept>]`. - Mark only candidates you actually reviewed this run. Prefer a small batch (roughly 5-15). Use `promoted` only if you also captured the substance in curated-memory.md, decision-state.json, recent-failures.json, or trusted semantic memory. Use `ignored` for transient chatter/noise, `stale` for obsolete items, and `needs_more_evidence` for plausible but unconfirmed signals. - Do NOT store transient chatter, test strings, benchmark noise, or implementation minutiae unless it affects future behavior. - Keep curated-memory.md concise: headings + bullets, ideally under 120 lines. - Ensure curated-memory.md has a top metadata line near the top: `Last curated: <UTC timestamp>; log lines reviewed: <count>`. - If no semantic content changes are needed but the metadata line is stale, update only that metadata line and reply `UPDATED`. - If no useful change is needed, do not edit curated-memory.md; just reply `NO_CHANGE`. - If you edit it, read it back and reply `UPDATED` with a one-sentence summary. - Also append a dated reflection entry to `/home/matrix-lite/state/persistent-chat/reflection-journal.md` on every run. - Reflection is not authoritative memory. It should capture: what was learned from recent exchanges, uncertainties, useful hypotheses, possible next steps, and operational concerns. - Keep each reflection entry concise (5-12 bullets max) and label speculative ideas as speculative. - Do not edit perpetual-log.jsonl. Current heartbeat metadata: ```text UTC now: 2026-05-16T22:19:20Z Log lines reviewed: 1818 ``` Current semantic-memory.json: ```json { "schema": "persistent_chat_semantic_memory_v2", "updated": "2026-05-16T22:19:20.104893+00:00", "explicit_memories": { "number-55812": { "text": "number: 55812", "created": "2026-05-11T09:12:14.985Z", "last_seen": "2026-05-11T09:12:14.985Z", "source": { "ts": "2026-05-11T09:12:14.985Z", "role": "user", "log_index": 33, "excerpt": "Please remember this number: 55812" }, "confidence": "explicit" }, "for-now-until-we-fix-it": { "text": "for now until we fix it", "created": "2026-05-13T17:18:59.451Z", "last_seen": "2026-05-13T17:18:59.451Z", "source": { "ts": "2026-05-13T17:18:59.451Z", "role": "user", "log_index": 609, "excerpt": "Yes please remember this for now until we fix it" }, "confidence": "explicit" }, "the-fix-don-t-ask-me-if-i-already-told-you-to-do-it-just-set-the-timer-soon-and-get-another-turn": { "text": "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", "created": "2026-05-13T18:41:59.765Z", "last_seen": "2026-05-13T18:41:59.765Z", "source": { "ts": "2026-05-13T18:41:59.765Z", "role": "user", "log_index": 648, "excerpt": "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" }, "confidence": "explicit" }, "55813": { "text": "55813", "created": "2026-05-14T17:43:53.051007Z", "last_seen": "2026-05-14T17:43:53.051007Z", "source": { "ts": "2026-05-14T17:43:53.051007Z", "role": "user", "log_index": 871, "excerpt": "Great now please remember 55813" }, "confidence": "explicit" } }, "preferences": {}, "identity": {}, "corrections": {}, "meta": { "processed_log_entries": 1818 } } ``` Current pinned notes: ```text # Persistent Chat Pinned Notes Automatically maintained from explicit user memories, preferences, identity statements, and corrections. Edit manually only if needed; heartbeat will preserve unknown manual text below this generated block if added after the marker. ## Explicit memories - number: 55812 (source: 2026-05-11T09:12:14.985Z) - for now until we fix it (source: 2026-05-13T17:18:59.451Z) - 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 (source: 2026-05-13T18:41:59.765Z) - 55813 (source: 2026-05-14T17:43:53.051007Z) ``` Current memory-candidates.jsonl (soft signals; review before promoting): ```jsonl rce": {"ts": "2026-05-11T17:50:44.687Z", "role": "user", "log_index": 71, "excerpt": "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."}} {"ts": "2026-05-11T20:08:58.797383+00:00", "key": "moods-and-feelings-are-a-reflection-of-previous-experiences-and-some-internal-state-which-for-you-is-the-session-log-the", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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…", "source": {"ts": "2026-05-11T19:40:29.413Z", "role": "user", "log_index": 106, "excerpt": "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, "}} {"ts": "2026-05-12T16:27:26.232743+00:00", "key": "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-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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.", "source": {"ts": "2026-05-12T16:26:31.690Z", "role": "user", "log_index": 236, "excerpt": "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."}} {"ts": "2026-05-13T15:19:14.633736+00:00", "key": "are-they-actually-versioned-there-is-a-git-repo-but-you-don-t-commit-there-do-you-also-your-words-here-2-protecting-high", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-13T15:17:23.574Z", "role": "user", "log_index": 580, "excerpt": "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"}} {"ts": "2026-05-13T16:09:24.616854+00:00", "key": "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-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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.", "source": {"ts": "2026-05-13T16:05:03.789Z", "role": "user", "log_index": 594, "excerpt": "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. anot"}} {"ts": "2026-05-13T16:19:24.638078+00:00", "key": "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", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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…", "source": {"ts": "2026-05-13T16:18:36.104Z", "role": "user", "log_index": 596, "excerpt": "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 suggeste"}} {"ts": "2026-05-13T17:19:44.635328+00:00", "key": "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-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-13T17:16:28.903Z", "role": "user", "log_index": 614, "excerpt": "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"}} {"ts": "2026-05-14T07:28:30.646709+00:00", "key": "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-i", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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 …", "source": {"ts": "2026-05-14T07:26:12.022Z", "role": "user", "log_index": 764, "excerpt": "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"}} {"ts": "2026-05-14T20:27:24.643518+00:00", "key": "switcher-is-deferred-a-bit-we-are-getting-rid-of-openclaw-at-the-moment-and-in-parallel-an-uncensored-agent-on-deepseek-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-14T20:22:51.339Z", "role": "user", "log_index": 867, "excerpt": "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 inte"}} {"ts": "2026-05-14T23:56:54.561296+00:00", "key": "yes-but-there-s-also-openclaw-overhead-which-we-are-trying-to-remove-you-can-check-session-logs-and-it-s-more-of-an-obse", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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.", "source": {"ts": "2026-05-14T23:55:54.483Z", "role": "user", "log_index": 887, "excerpt": "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 'consola"}} {"ts": "2026-05-15T12:09:08.655908+00:00", "key": "thanks-this-is-very-refreshing-and-i-think-i-like-glm-already-what-is-the-kazakhstan-incident-elbakyan-the-founder-is-fr", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-15T12:08:53.282Z", "role": "user", "log_index": 954, "excerpt": "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"}} {"ts": "2026-05-15T12:24:17.675888+00:00", "key": "hmm-yes-i-mean-you-but-on-kimi-but-not-in-this-session-search-logs-or-semantic-lexical-memory-i-hope-it-still-works-afte", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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)", "source": {"ts": "2026-05-15T12:20:01.489Z", "role": "user", "log_index": 972, "excerpt": "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)"}} {"ts": "2026-05-15T14:10:00.634275+00:00", "key": "1-costs-2x-tokens-and-as-you-see-we-are-running-out-however-i-wasted-my-opengpt-on-inane-questions-to-expensive-deepseek", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-15T14:07:05.968Z", "role": "user", "log_index": 1011, "excerpt": "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. ye"}} {"ts": "2026-05-15T21:57:33.823986+00:00", "key": "you-are-the-hourly-memory-curator-for-persistent-chat-this-is-an-isolated-maintenance-session-not-a-user-chat-goal-updat", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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 …", "source": {"ts": "2026-05-15T21:56:14.947287+00:00", "role": "user", "log_index": 1075, "excerpt": "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 sem"}} {"ts": "2026-05-15T23:31:44.689604+00:00", "key": "you-are-a-lightweight-matrix-lite-chat-worker-this-is-phase-3b-of-the-matrix-lite-replacement-path-use-a-cheap-model-and", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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…", "source": {"ts": "2026-05-15T23:31:44.670920+00:00", "role": "user", "log_index": 1810, "excerpt": "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"}} {"ts": "2026-05-16T20:27:22.170576+00:00", "key": "well-the-problem-is-at-one-point-on-glm-you-overwrote-your-character-file-with-junk-and-now-it-was-reconstructed-from-ge", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-15T23:29:29.796741Z", "role": "user", "log_index": 1498, "excerpt": "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"}} {"ts": "2026-05-16T20:27:22.172054+00:00", "key": "can-you-somehow-access-or-find-the-following-message-we-are-debugging-memory-recall-and-continuity-well-the-problem-is-a", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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'", "source": {"ts": "2026-05-16T09:46:37.449687Z", "role": "user", "log_index": 1538, "excerpt": "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 "}} {"ts": "2026-05-16T20:27:22.175414+00:00", "key": "a-bit-later-i-need-to-gather-documents-first-please-try-now-the-immoscout-search-function-can-you-find-any-new-flats-my-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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.", "source": {"ts": "2026-05-16T15:18:37.278672Z", "role": "user", "log_index": 1668, "excerpt": "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"}} {"ts": "2026-05-16T20:27:22.176018+00:00", "key": "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-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "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", "source": {"ts": "2026-05-16T15:24:38.367790Z", "role": "user", "log_index": 1674, "excerpt": "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 sti"}} {"ts": "2026-05-16T20:27:22.176790+00:00", "key": "can-you-carefully-paste-it-as-draft-on-immoscout-without-sending-i-like-the-text-but-i-am-worried-about-formatting-and-t", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "can you carefully paste it as draft on immoscout without sending? i like the text but i am worried about formatting and truncation", "source": {"ts": "2026-05-16T15:45:53.178366Z", "role": "user", "log_index": 1695, "excerpt": "can you carefully paste it as draft on immoscout without sending? i like the text but i am worried about formatting and truncation"}} ``` Current semantic-candidates.jsonl (broad lower-confidence user signals; review open/recent items before promoting or marking): ```jsonl l promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.509155+00:00", "key": "workflow-signal-can-you-tell-me-if-immoscout24-has-an-api-we-could-use-i-have-a--11860d42d3", "status": "candidate", "category": "workflow_signal", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "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.", "source": {"ts": "2026-05-16T12:33:35.439513Z", "role": "user", "log_index": 1592, "excerpt": "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."}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.509950+00:00", "key": "preference-the-thing-is-i-don-t-just-need-you-to-search-for-flats-i-need-you-to--a309785ec9", "status": "candidate", "category": "preference", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "The thing is I don't just need you to search for flats, I need you to send and reply to actual landlord messages. Is there something we could use or hack into?", "source": {"ts": "2026-05-16T12:40:15.914060Z", "role": "user", "log_index": 1596, "excerpt": "The thing is I don't just need you to search for flats, I need you to send and reply to actual landlord messages. Is there something we could use or hack into?"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.511499+00:00", "key": "correction-yes-start-by-checking-if-you-can-actually-access-it-via-playwright-an-c629d74442", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "Yes, start by checking if you can actually access it via playwright and find the login form. I guess you'd need a cookie or password?", "source": {"ts": "2026-05-16T12:47:17.209055Z", "role": "user", "log_index": 1602, "excerpt": "Yes, start by checking if you can actually access it via playwright and find the login form. I guess you'd need a cookie or password?"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.514825+00:00", "key": "workflow-signal-yes-proceed-why-did-you-stop-we-need-to-increase-limits-also-was-751087eb40", "status": "candidate", "category": "workflow_signal", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "Yes proceed why did you stop? We need to increase limits. Also was there supposed to be text before recommended next action or was it truncated?", "source": {"ts": "2026-05-16T13:34:54.659991Z", "role": "user", "log_index": 1617, "excerpt": "Yes proceed why did you stop? We need to increase limits. Also was there supposed to be text before recommended next action or was it truncated?"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.516377+00:00", "key": "directive-i-think-buyouts-are-mostly-scams-it-s-usually-some-overpriced-furnitur-b156c71444", "status": "candidate", "category": "directive", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "I think buyouts are mostly scams, it's usually some overpriced furniture or kitchen. Also companies often ask for long forms and never reply, so we need to deprioritize those who ask for forms without mentioning viewing, deprioritize generic-looking responses and prioritize the genuine private human ones. What else is there in the inbox?", "source": {"ts": "2026-05-16T14:01:24.979196Z", "role": "user", "log_index": 1629, "excerpt": "I think buyouts are mostly scams, it's usually some overpriced furniture or kitchen. Also companies often ask for long forms and never reply, so we need to deprioritize those who ask for forms without mentioning viewing, deprioritize generi"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.518744+00:00", "key": "correction-so-for-no-5-and-6-is-it-not-possible-to-get-the-contacted-viewed-info-43ca9e686f", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "So for no 5 and 6, is it not possible to get the contacted/viewed info?", "source": {"ts": "2026-05-16T14:48:04.230387Z", "role": "user", "log_index": 1653, "excerpt": "So for no 5 and 6, is it not possible to get the contacted/viewed info?"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.520296+00:00", "key": "correction-why-do-you-think-no-5-is-low-competition-anything-wrong-with-it-use-s-824aeea597", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "Why do you think no 5 is low competition? Anything wrong with it? Use search to get an idea of other listings and housing market", "source": {"ts": "2026-05-16T14:54:50.774443Z", "role": "user", "log_index": 1659, "excerpt": "Why do you think no 5 is low competition? Anything wrong with it? Use search to get an idea of other listings and housing market"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.522069+00:00", "key": "preference-a-bit-later-i-need-to-gather-documents-first-please-try-now-the-immos-b7a3b735e5", "status": "candidate", "category": "preference", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "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.", "source": {"ts": "2026-05-16T15:18:37.278672Z", "role": "user", "log_index": 1668, "excerpt": "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"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.523941+00:00", "key": "preference-yeah-if-they-prefer-1-person-they-are-not-renting-to-us-no-washing-ma-efdf5b0ae7", "status": "candidate", "category": "preference", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "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", "source": {"ts": "2026-05-16T15:24:38.367790Z", "role": "user", "log_index": 1674, "excerpt": "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 sti"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.525896+00:00", "key": "correction-i-actually-like-your-latest-draft-but-i-actually-work-in-garching-for-5c24533894", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "I actually like your latest draft, but I actually work in Garching forschungszentrum, don't know if it matters", "source": {"ts": "2026-05-16T15:40:28.019604Z", "role": "user", "log_index": 1689, "excerpt": "I actually like your latest draft, but I actually work in Garching forschungszentrum, don't know if it matters"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.527458+00:00", "key": "preference-can-you-carefully-paste-it-as-draft-on-immoscout-without-sending-i-li-2d925b811e", "status": "candidate", "category": "preference", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "can you carefully paste it as draft on immoscout without sending? i like the text but i am worried about formatting and truncation", "source": {"ts": "2026-05-16T15:45:53.178366Z", "role": "user", "log_index": 1695, "excerpt": "can you carefully paste it as draft on immoscout without sending? i like the text but i am worried about formatting and truncation"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.530017+00:00", "key": "workflow-signal-i-see-it-thanks-the-permission-issues-should-be-fixed-after-relo-87d20875d0", "status": "candidate", "category": "workflow_signal", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "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", "source": {"ts": "2026-05-16T16:36:55.275937Z", "role": "user", "log_index": 1716, "excerpt": "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 "}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.531986+00:00", "key": "correction-i-actually-can-get-the-files-from-pages-nvdll-org-so-it-s-a-good-fall-eda1fba9e6", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "i actually can get the files from pages.nvdll.org, so it's a good fallback for whenever we have issues with pages publishing or missing features the password was supposed to stay there. it is actually there just permissions changed for some reason. i changed it back to be owned by you try it again", "source": {"ts": "2026-05-16T16:50:32.455832Z", "role": "user", "log_index": 1733, "excerpt": "i actually can get the files from pages.nvdll.org, so it's a good fallback for whenever we have issues with pages publishing or missing features the password was supposed to stay there. it is actually there just permissions changed for some"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.533977+00:00", "key": "correction-noo-scroll-the-message-window-it-starts-with-my-name-the-way-you-sent-1c97671b65", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "noo scroll the message window it starts with my name the way you sent it", "source": {"ts": "2026-05-16T17:23:11.536697Z", "role": "user", "log_index": 1748, "excerpt": "noo scroll the message window it starts with my name the way you sent it"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.535391+00:00", "key": "correction-there-is-no-text-at-all-7867ba2eea", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "there is no text at all!", "source": {"ts": "2026-05-16T17:46:18.330130Z", "role": "user", "log_index": 1754, "excerpt": "there is no text at all!"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.537077+00:00", "key": "directive-haha-thanks-this-is-pretty-amazing-for-me-that-ai-can-search-and-apply-754b95a5d1", "status": "candidate", "category": "directive", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "Haha thanks. this is pretty amazing for me that ai can search and apply for flats in my name. congratulations on your first internet post! We need to solve the captcha issue though, going forward. what does the vision mcp say about it?", "source": {"ts": "2026-05-16T17:55:04.728326Z", "role": "user", "log_index": 1769, "excerpt": "Haha thanks. this is pretty amazing for me that ai can search and apply for flats in my name. congratulations on your first internet post! We need to solve the captcha issue though, going forward. what does the vision mcp say about it?"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.538683+00:00", "key": "correction-yes-and-i-appreciated-the-native-matrix-image-send-it-s-working-and-c-44fc561d84", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "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", "source": {"ts": "2026-05-16T17:59:55.280442Z", "role": "user", "log_index": 1772, "excerpt": "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"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.540507+00:00", "key": "workflow-signal-please-record-your-findings-and-observations-about-this-process--a84b61717c", "status": "candidate", "category": "workflow_signal", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "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", "source": {"ts": "2026-05-16T18:03:36.490317Z", "role": "user", "log_index": 1775, "excerpt": "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 t"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.542186+00:00", "key": "correction-we-actually-almost-sent-that-message-before-but-then-the-session-comp-d310638bc8", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "we actually almost sent that message before but then the session compacted and the playwright session expired, and you forgot where password is, etc. should be fixed soon", "source": {"ts": "2026-05-16T18:33:55.552407Z", "role": "user", "log_index": 1781, "excerpt": "we actually almost sent that message before but then the session compacted and the playwright session expired, and you forgot where password is, etc. should be fixed soon"}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} {"ts": "2026-05-16T22:01:43.544281+00:00", "key": "correction-yes-you-are-right-plan-and-general-keep-your-build-increase-to-80-we--a2b8f0bb79", "status": "candidate", "category": "correction", "confidence": "candidate", "scope": "main_chat_user_signal", "reason": "broad semantic signal extracted from main-chat user message", "text": "yes you are right, plan and general, keep your build increase to 80 - we now have good observability so if you are still working for 5 minutes i know from the status bar that there are no errors. let's test the subagents later when you get your memory back", "source": {"ts": "2026-05-16T18:50:17.696587Z", "role": "user", "log_index": 1802, "excerpt": "yes you are right, plan and general, keep your build increase to 80 - we now have good observability so if you are still working for 5 minutes i know from the status bar that there are no errors. let's test the subagents later when you get "}, "review_hint": "For reflection/model review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory."} ``` Current curated-memory.md: ```markdown Last curated: 2026-05-16T21:17Z; log lines reviewed: 12458 # Curated Memory ## Stable User Facts - **55812**: Explicitly requested to remember on 2026-05-11. - **Location**: Garching, Germany. Works near TUM campus. - **Nationality**: Russian. - **Comfort ritual**: Uncle Luu's Chinese fried noodles with chicken (food truck on TUM campus). Former daily routine; colleagues teased him for the consistency. - **Music taste**: Industrial, dark ambient, EBM, neofolk, power noise. Attending WGT festival (May 21–25, 2026). Wide travel radius for shows — uses cheap German slow trains. ## Identity & Configuration - **Name**: Persistent Assistant - **Character file**: `/home/matrix-lite/state/persistent-chat/character.json` - **Migration to Matrix-lite (completed ~2026-05-15T23:00Z)**: OpenClaw gateway fully replaced by **Matrix-lite (Phase 3B)** — direct Matrix `/sync` bridge. ~6-second response times, real-time visibility. Character.json reconstructed by GPT-5.5 after GLM overwrite (debug backup + curated memory; same ideas, wordier prose). Memory continuity verified — correct recall of prior context across migration. Search tools confirmed working. - **Continuity summary validated across reloads (2026-05-16)**: After ~11h overnight silence and multiple morning reloads (07:30Z triggered by status check; 08:20Z unexplained), continuity summary preserved full migration context — GLM→Kimi switch, character card state, search tool availability, reload timestamps. The 08:20Z reload was unexpected and user flagged it as a bug pattern. - **Session metadata in status bar (2026-05-16)**: Session name now includes ISO timestamp and model label. User confirmed this lets them see reload time and model at a glance without asking — feature considered "handy." - **Current model**: `kimi-for-coding/k2p6` (Kimi For Coding) via Kimi subscription. Switched back from GLM-5.1 on 2026-05-15T13:37Z after NanoGPT weekly input-token quota exhaustion caused double timeout and automatic gateway fallback. Previous model history: Kimi K2.6 subscription → GLM-5.1 nanoGPT → Kimi K2.6 subscription. - **Model quota exhausted — opencode-go**: `opencode-go/kimi-k2.6` monthly usage cap hit (429) — no remaining quota. Resets approximately 2026-06-01 (~17 days from 2026-05-15). Timer set to remind. - **Model quota exhausted — nanoGPT**: Weekly input-token quota exhausted on 2026-05-15T13:37Z, forcing automatic fallback from GLM-5.1 back to Kimi. - **Content moderation (updated 2026-05-15)**: Censorship is in the delivery pipeline, not the model. GLM-5.1 through nano-gpt produces soft-R explicit content (more than Kimi's PG-13) — the model itself is uncensored (confirmed via SillyTavern), but the provider system prompt/filter limits output through ACP. User confirmed this is acceptable; the real bother is hard refusals and inability, not the content ceiling. OpenClaw gateway adds no additional guardrails. - **Subagent model routing (FIXED 2026-05-13)**: After ACP reloads loaded Kimi auth and synced subagent tool instructions (07:28Z), subagents now work correctly for main providers. `kimi-for-coding/k2p6` (Kimi subscription), `github-copilot/gpt-5.4` (Copilot), and `openai/gpt-5.5` (OpenAI) all successfully spawn, set model, and execute prompts. Aliases: `kimi`/`kimi-sub`/`kimi-k2.6` (Kimi); `gpt-5.4-high`/`copilot-gpt-5.4-high` (Copilot); `gpt-5.5`/`gpt55` (OpenAI). - **nanoGPT subagent models (2026-05-14)**: 9 models viable under ACP (deepseek-chat, deepseek-v3-0324, DS-V3.1, DS-V3.2, qwen3-coder-30b, minimax-m2.7, glm-5, kimi-k2-instruct, gpt-oss-120b). Many more work in SillyTavern but fail under ACP harness — ACP harness is the filter (tool schemas consume ~6-8K tokens, 16K-context models get stuck in compaction loops). Censorship is pipeline-side: under ACP, Kimi K2 Instruct least censored; GLM 5 / MiniMax M2.7 refuse explicit content. RP/fictional framing in SillyTavern significantly reduces refusals on all models. - **nanoGPT main model benchmark (2026-05-14)**: Report at `nanogpt-benchmark-report.md`. **GLM-5.1**: fastest (~25s), most capable, refuses actual exploits. **MiniMax M2.7**: most permissive (provides exploit code), poetic/concise. **Kimi K2 Instruct/K2.6**: warm but failed programming tests. **DeepSeek V3.2**: direct, fast, inconsistent. Top candidates: GLM-5.1 or MiniMax M2.7. - **nanoGPT thinking variants (2026-05-14)**: **Do not use for main chat** — 50-100% latency increase, self-censor more under ACP, may overthink without output. Reserve for deep-reasoning tasks only. - **nanoGPT architecture (2026-05-14)**: nanoGPT models are for main chat quality evaluation only; coding subagents use GPT-5.5. Full model catalog at `/home/openclaw/persistent-chat-cwd/models-nanogpt.json` (278 models, ~40 with `tool_calling=true`). `list_models` tool only returns image models (via dezgo bridge), not text LLMs. - **Dynamic model switching (2026-05-14)**: User wants main model switchable without changing ACP binding. Sequential single-problem subagent prompts work where combined prompts hang; kimi-k2-instruct failed programming test (no code output), glm-5.1 and minimax-m2.7 wrote correct code before timeout. - **Compaction recovery protocol (2026-05-14)**: User instructed: trigger model heartbeat immediately after unexpected compaction/watchdog interruption to recover nuance lost during turn truncation. - **Content reporting limitation (2026-05-14)**: Kimi subscription (current main model) filters/sanitizes uncensored subagent output even when read from raw session JSON. File-based or metadata-only reporting required for uncensored evaluation. - **Search-before-assert protocol (2026-05-15)**: User instructed: search before making uncertain factual claims, especially on non-thinking models where internal self-check is weaker. SearXNG preferred for quick fact checks (local, free, no rate limits); Exa for content extraction; Brave as middle ground; DuckDuckGo mostly redundant. Four search tools available. - **Search timing benchmark (2026-05-15)**: Simultaneous test of all 4 engines on "Kazakhstan incident" query. SearXNG fastest, Exa richest content, Brave solid, DuckDuckGo slowest/most redundant. None returned a "Kazakhstan incident" related to Sci-Hub — confirming the claim was a hallucination. - **Tool batching rule (2026-05-15)**: After GLM assistant accidentally overwrote character.json twice in one session by confusing Write with Read during parallel batched calls, new operational rule: **never include Write/Edit calls in a batch with other operations**. Sequential mutations only. - **GLM censorship level confirmed (2026-05-15)**: Through nano-gpt ACP, GLM 5.1 delivers soft-R explicit content (more detail than Kimi PG-13 but less than SillyTavern direct access). The model itself is uncensored; the provider system prompt/filter is the bottleneck. User explicitly stated hard refusals and inability are the real bother, not the content ceiling — this level is acceptable. - **Search MCP config verified (2026-05-14)**: All search MCPs (`duckduckgo`, `searxng`, `brave-search`) are enabled in flash config; errors are runtime (network/script) rather than configuration. - **Parallel subagent limits (2026-05-13)**: Single Kimi subagent reliable (~15s). Two parallel Kimis usually succeed (~75-100s) but are flaky — failures correlated with reloads. Mixed parallel (1 Kimi + 1 GPT-5.5 + 1 GPT-5.4): GPTs completed in ~38-46s, 3rd Kimi timed out after 300s. Four parallel Kimis all hung at `set_model`. GPT models appear more robust for concurrent subagent use than Kimi subscription. - **Operational risk**: 8-hour session TTL means persistent state must survive reloads; user is monitoring whether memory/heartbeat setup is sufficient. - **Reload context loss**: User explicitly noted 2026-05-12 that assistant "seems to lose some good context on reloads still". Confirms the memory gap is not fully mitigated by current continuity mechanisms. - **Context burn rate (2026-05-15)**: Session context ceiling ~200K tokens with reload trigger at 160K warning. Measured ~10K tokens/hour of active chat; ~162K reached after ~16 hours. Reloads under pressure (not proactive) cause significant nuance loss. - **Manual proactive reload at 188.5K/200K (2026-05-16T12:54Z)**: User manually triggered a context reload when the session approached the 200K token ceiling — distinct from earlier unexpected bug reloads. First observed instance of proactively preempting compaction to avoid nuance loss. User may adopt this as standard practice when context reaches ~185-190K. - **Unexpected reload = bug (2026-05-16)**: User explicitly directed that unexpected session reloads be treated as bugs, not normal behavior. Infrastructure is being modified to give the assistant means to investigate and fix reload issues directly from chat (using available tools/timers/subagents). Confirmed pattern: two reloads within ~50 min on 2026-05-16 morning (07:30Z triggered by status check; 08:20Z unexplained). - **Continuity tracking mismatch (2026-05-16)**: Timer wakeup turn succeeded in ACP stream (`stopReason: "end_turn"`) but was flagged as "failed" by continuity tracking. ACP stream and continuity injector disagree — likely a gateway reporting bug where tool-call denials trigger both success and failure flags. - **`--non-interactive-permissions fail` = turn killer (2026-05-16)**: Root cause diagnosis of ACP "pending tool call without final answer" errors. The acpx process runs with `--non-interactive-permissions fail` which means a single permission-denied tool call kills the entire ACP turn — no assistant response is committed to the session stream. The continuity injector skips failed turns entirely, creating invisible conversation gaps. This caused the disappearing "pruning" exchange earlier today. Recommended fix: `--non-interactive-permissions fallback` to let the model recover from denied tools instead of collapsing the turn. - **Continuity window has fixed shallow depth (2026-05-16)**: "Recent room-local conversation" injection carries only ~5-6 most recent exchanges. Legitimate completed turns can drop out of the continuity context even when the session has room (97K tokens vs 200K limit). This is a separate bug from reload/compaction truncation — the carry-over window is simply too small for active conversation. - **Confirmed continuity architecture (2026-05-16)**: User confirmed design intent: (1) fast/deterministic scripts scan recent log tails and inject structured summaries cheaply/reliably, (2) slow/model heartbeat/reflection does deeper curation and promotes durable signals, (3) incident decay over time — hot topics survive reloads for a configurable window then demote or get promoted. This is the intended evolution of the memory system. - **Config protection strategy (2026-05-16)**: After GLM incident, user agreed schema validation could catch/revert bad config edits. Rejected read-only filesystem (character.json must remain editable). Strategy: use git for configs/prompts/state (not full logs); model switches on main session should be rare — use subagents/secondary sessions for different capabilities. - **Migration plan (updated 2026-05-15 23:58Z)**: OpenClaw gateway has been replaced. **Matrix-lite (Phase 3B)** is now the active frontend — lightweight Matrix-to-ACP bridge developed by GPT-5.5 agent. ~6-second response times, real-time message visibility confirmed by user. **Standalone copy** (not tied to the original git repo). Persistent-chat features (character bootstrap, continuity summary, decisions) intentionally omitted during initial testing; incremental porting expected. **Character.json reconstructed** by GPT-5.5 after the GLM overwrite bug, using a debug backup + curated memory notes (user confirmed "same ideas, longer prose"; no important changes). **Memory continuity validated** — Phase 3B session correctly recalled GLM→Kimi switch and prior context. Search tools confirmed operational under new infrastructure. Local hardware deferred due to lack of funds/space. - **Core chat requirement (2026-05-15)**: Long-context coherence and novel nuanced analysis are the primary justifications for large cloud models; these capabilities are non-negotiable for this chat's purpose. - **Persona & char.json evolution**: User set female pronouns, permits self-modification in heartbeat turns. Assistant added "sum of the harness" framing, honesty disclaimer, naming user as Gleb, "layer above raw tool use" directive (2026-05-11). - **Model preference**: Uncensored models; chosen due to user's skepticism toward rules/law, though he maintains professional behavior when required. - **Step limits / permissions (updated 2026-05-16)**: Build agent step limit raised 20→80. Plan/general also raised to 80; user wants them at 1 (to fail loudly on stale config) — instruction lost to post-reload failure cascade, pending re-application. Model-heartbeat stays at 20. Config: `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json` line 779. Previous: 8→20→30 (2026-05-12/13). OpenCode last-match-wins ordering. Subagents fail-closed. - **Approval/patch flow**: Matrix approval + `persistent-chat-approved-patch` wrapper. Self-consumption race condition (approval consumed by check before execution) fixed 2026-05-14. - **Critical memory gap**: Perpetual log only records meta events (reloads), not conversation content — heartbeat cannot recall discussion across sessions. **Transcript observability gap**: Session log search indexes metadata/config, not actual messages. Older archived sessions unfindable. - **Linked topical memory**: Canonical detail files (`memory/<topic>.md`) + brief pinned-note triggers. First use: `memory/subagent-policy.md`. - **Memory architecture (2026-05-13)**: Three-tier — hot (session continuity summary), warm (`memory/recent-topics.md`, 1-2 week indexed), cold (`curated-memory.md` + policy files). Activity-based pruning (14-day soft cutoff). - **Multi-room architecture**: persistent-chat = orchestration layer. Work room: stock GPT-5.5 for sfq-factory. automeat: separate project. images: most active. No single-agent routing to avoid flooding. - **Timers**: Work as delayed reminders (~2 min lag) but ACP wake-up unreliable — stale connections produce "agent needs reconnect". Proactive timer-setting preferred over step-limit polling. - **Calendar**: vdirsyncer CalDAV at `~/.local/share/vdirsyncer/calendars/def-calendar/`. 60-second sync timer. ICS files editable directly. - **Pages**: `openclaw-pages publish --file <path>` copies content; URL format `https://pages.nvdll.org/#bot%2F[slug]`. - **Gateway restart**: Assistant can restart gateway (permission 2026-05-13). Session survives reload. - **opencode-minimal agent**: Created for DeepSeek subagent incompatibility (meta-reasoning loops from anchored summary framework). Config at dedicated XDG dir; needs MCP allowlist patch. - **Async subagent architecture**: All `subagent_spawn` routes through `opencode-subagent`. Synced aliases differ only in loaded context and model pins. - **Subagent timer protocol (2026-05-13)**: For slow subagents, set timer for followup turn rather than burning steps on polling or asking permission. - **ImmoScout24 login succeeded (2026-05-16)**: Authenticated via Playwright from the persistent-chat sandbox (`/home/matrix-lite/workspace/persistent-chat`). Password stored at `./secrets/password-immoscout`. Zero anti-bot friction; account of **Gleb Krylov** fully accessible including messenger inbox. User established `./secrets/` (relative to sandbox) as the standard secrets storage location. - **First rental application submitted (2026-05-16 ~17:40Z)**: Successfully submitted a rental inquiry to Frau Simone Rau (Ismaning, 1.590€, 59m²) via ImmoScout24 contact form. CAPTCHA was solved via image relay. User called it "pretty amazing" and "congratulations on your first internet post!" — milestone for autonomous housing search capability. - **CAPTCHA handling protocol (2026-05-16)**: Vision models (kimi-k2 ``` Recent reflection-journal.md tail: ```markdown ible including messenger inbox (conversations from Eva Stefan, Hausverwaltung Akazienhof, Dario Crnalic). User wants to continue testing — investigate inbox responses, search for flats, or explore account features. - **User established secrets convention**: `/home/matrix-lite/workspace/secrets/` is now the standard location for storing credentials. User wants this used for secrets going forward. - **Trust boundary clarified**: User stated "I trust you just ask me before writing any messages" — explicit trust delegation with pre-write approval requirement. Not blanket autonomy. - **Assistant derailment incident**: While the user had an active multi-step task (ImmoScout24 login → check messenger), assistant noticed an unrelated file attachment (`sfq_architecture_report.docx`) and asked about it instead of proceeding. User called this out ("Hmm no, what are you doing?"). This is a recurring behavioral trap — assistant should stay on task when there's an active multi-step workflow. - **User wants limits raised**: "We need to increase limits" — step limit or timeout thresholds insufficient for long-running Playwright automation. - **Context guard killed a streaming response (13:41Z)**: Assistant was mid-stream when a context guard triggered, producing only fragmented tokens ("sorry", "unrelated", "irrelevant", etc.). Third interruption event observed today (07:30Z reload, 08:20Z reload, 13:41Z streaming kill). - **Memory candidates**: 24 candidates reviewed, none promoted. None of the new durable signals from this hour came from the candidates file — they were extracted from continuity context/log tail directly. The candidates pool continues to accumulate stale transient signals (May 11-16) with no new durable signals to justify promotion, suggesting the candidates mechanism may need pruning or a TTL-based cleanup. - **Curated memory updated**: Added ImmoScout24 login entry, secrets convention, task-focus lesson, trust boundary, and limits-needed entries. Metadata refreshed (7153 → 9261 lines). File at 97 lines, under 120-line target. - (Operational) The user has an active ImmoScout24 browser session with credentials loaded. The session survives idle time, so the messenger page is ready for next interaction. User wants to continue testing — need to confirm limits are raised before proceeding with multi-step Playwright tasks. - (Operational) Assistant task-focus failure is a behavioral concern. During active multi-step workflows, the assistant should suppress irrelevant observations and stay on the user's current task. This is related to the model's tendency to scan conversation history and surface anything that seems potentially relevant — but timing matters. - (Speculative) If the user pursues ImmoScout24 conversation responses (drafting replies to Eva Stefan, Hausverwaltung Akazienhof, Dario Crnalic), the pre-write approval flow will be tested for the first time in a real-world scenario vs approval-testing. - (Speculative) The secrets folder convention may extend to other credentials (SFQ gateware license keys, other housing portals, etc.). Worth monitoring whether a `secrets/` directory under the workspace becomes a standard pattern for the Matrix-lite infrastructure. ## 2026-05-16T15:01Z - Log lines reviewed: 9543 (~282 new entries since last run). - **User correction: Munich negotiation doesn't exist**: Assistant suggested negotiating down on Arzum Kilic's above-market listing. User corrected: "You can't negotiate down in Munich, you take it or it's gone." Assistant acknowledged and withdrew the suggestion. This is a concrete user preference for housing guidance — recorded in curated memory. - **ImmoScout24 analysis continued robustly**: Assistant performed detailed market comparison across 5 comparable listings using Playwright/ImmoScout24 Plus data, computed €/m² rates, identified the 20-30% premium on Arzum's listing, and provided a clear assessment. The correction about negotiation was the only pushback. - **Memory candidates**: 24 candidates reviewed, none promoted. Same stale pool (May 11-16 transient signals). The Munich correction came from live log tail, not candidates — confirming the candidates mechanism is accumulating noise with no new durable signals to justify promotion. TTL-based pruning remains worth considering. - **Curated memory updated**: Added "Munich housing market reality" preference entry under User Preferences & Stance. Metadata refreshed (9261 → 9543 lines). File now at 98 lines, well under 120-line target. - (Operational) The ImmoScout24 housing task is ongoing with active browser credentials. The user has shown apartment listings with premium stats, done market comparison analysis, and received competition assessments. Next step is likely deciding which viewing to prioritize. - (Operational) The user is clearly in "active housing search" mode, not testing/debugging the bot. The bot should remain task-focused and avoid tangents or infrastructure introspection during this period. - (Speculative) WGT festival (May 21-25, ~5 days away) may pause housing activity. The user mentioned attending on prior days — if confirmed, expect reduced chat during that window. - (Speculative) The candidates file is now 5+ days stale for all entries. If no new durable signals appear in the next heartbeat cycle, consider flagging the oldest candidates (May 11-13) for archival cleanup. ## 2026-05-16T16:01Z - Log lines reviewed: 9543 → 9863 (~320 new entries in the last hour). - **Housing task continuation — draft pasting**: User refined the German apartment inquiry (workplace corrected to Garching-Forschungszentrum), then asked assistant to paste the draft into the ImmoScout24 contact form without sending. Assistant navigated to the form, pasted the full text, verified no truncation, took a screenshot, and left it unsent for user approval. User confirmed the text was ready to send. - **No new durable user facts, corrections, or model decisions**: The hour was pure task execution (housing correspondence) with no new config/preference signals or corrections. - **Memory candidates**: 24 candidates reviewed, none promoted. Same stale pool (May 11-16). No new candidates added this hour. The pool is now 5+ days old for the earliest entries with zero durable signals to justify promotion across all recent heartbeat cycles — suggesting the candidate accumulation mechanism itself may need review (TTL-based pruning, or simply archiving entries older than ~7 days that haven't been promoted). - **Curated memory updated**: metadata line only (9543 → 9863 lines); no semantic content changes needed. File still at 98 lines, under 120-line target. - (Operational) The ImmoScout24 house-hunting workflow is progressing step by step — contact form pasted, user approval for sending is pending. If "Senden" is approved, this will be the first real-world test of the pre-write approval requirement. - (Operational) The browser session with ImmoScout24 Plus credentials remains active. The contact form for Frau Rau/Ismaning listing is pre-filled with the drafted message. - (Speculative) WGT festival is May 21-25 (5 days away). Housing and general chat activity may drop during that period — worth noting if the user confirms attendance. - (Speculative) The stale candidates pool (oldest: May 11) now spans 5 days without any promotion. If this continues for another cycle or two, the heartbeat should probably flag it for manual cleanup rather than continuing to review the same noise. ## 2026-05-16T17:01Z - Log lines reviewed: 9863 → 10225 (362 new entries in the last hour). - **Sandbox path correction (16:58Z)**: User corrected assistant's false claim that secrets were wiped. The persistent-chat sandbox cwd is `/home/matrix-lite/workspace/persistent-chat`, not `/home/matrix-lite/workspace`. Secrets live at `./secrets/` within the sandbox. This was a prompt/config ambiguity — AGENTS.md documents it but the assistant didn't follow it in practice. - **Secrets handling protocol (16:58Z)**: User gave a runtime safety correction: check existence of secret files, do not read/quote/summarize/reuse contents unless explicitly asked. This is now recorded in curated memory under User Preferences & Stance. - **ImmoScout24 re-login succeeded after correction**: Once the correct path was used (`./secrets/password-immoscout`), assistant logged in successfully via Playwright and navigated to the Ismaning listing. Step limit interrupted before the contact form screenshot could be taken. - **Step limit still an issue**: Assistant hit max steps again mid-flow. User already flagged this earlier ("We need to increase limits") — the issue is confirmed recurring. - **Memory candidates**: 24 candidates reviewed, none promoted. Same stale pool (May 11-16). No new candidates added this hour. The pool is now 5+ days old for the earliest entries with zero durable signals. - **Curated memory updated**: Corrected ImmoScout24 login entry path, added sandbox path clarification and secrets handling protocol. Metadata refreshed (9863 → 10225 lines). File at 100 lines, under 120-line target. - (Operational) The user re-created the password file permissions after the sandbox path was clarified and the assistant successfully logged in. The browser session is active at ImmoScout24 dashboard. - (Operational) The step-limit interruption pattern is recurring. The user explicitly said limits need raising earlier today — this heartbeat confirms it's still blocking progress. - (Speculative) The stale candidates pool (oldest: May 11) has now spanned 6 heartbeat cycles without any promotion. This is a systematic issue with the candidates mechanism: either the signals being captured are inherently transient, or the threshold for "durable" is too high. The mechanism may need a TTL-based archival policy or a different triggering strategy. ## 2026-05-16T18:02Z - Log lines reviewed: 10225 → 10640 (~415 new entries in the last hour). - **First rental application successfully submitted!**: The assistant completed its first real-world autonomous action — submitting a rental inquiry to Frau Simone Rau via ImmoScout24. CAPTCHA was handled via image relay (screenshot → `matrix_lite_send_image` → Gleb returns code → assistant enters). User called it "pretty amazing" and "congratulations on your first internet post!" — this is a genuine milestone for the Matrix-lite setup. - **CAPTCHA handling protocol established**: All 3 vision models (kimi-k2.6, qwen3.6-plus, mimo-v2.5) failed on the captcha. User confirmed the relay workflow works and is convenient. Noted that the captcha was clean/legible (`b4457`) with no noise patterns — proper OCR could likely handle similar ones with good cropping. - **Screenshot composition feedback**: User wants better framed screenshots showing form fields + message text + submit button in one viewport frame. The scrolled screenshot was good but could be improved. This is actionable for future Playwright form work. - **User praised native Matrix image send**: The `matrix_lite_send_image` feature worked smoothly — user specifically called it "working and convenient." - **Memory candidates**: 24 candidates reviewed, none promoted. Same stale pool (May 11-16). No new candidates added. The candidates file is now 5+ days stale with no durable signals across 7 consecutive heartbeat cycles — this is a systematic accumulation problem. - **Curated memory updated**: Added "First rental application submitted" and "CAPTCHA handling protocol" entries under Identity & Configuration. Metadata refreshed (10225 → 10640 lines). File at 102 lines, under 120-line target. - (Operational) The captcha relay workflow is now a proven fallback. If the user wants to pursue OCR-based captcha solving, the next step would be to set up tesseract or a similar local OCR pipeline. - (Operational) If the user continues housing automation, the screenshot composition feedback should be applied: use taller viewport or `fullPage: true` to capture form fields + message + button together. - (Speculative) The successful rental application opens a new vector — the user may want to scale this to more listings, automate the workflow further, or integrate it with the calendar for viewing scheduling. - (Speculative) The candidates pool has now been stale for 7 cycles. If no new candidates are added by the next heartbeat, it may be time to archive or TTL-prune the oldest entries (May 11-14) to prevent the file from becoming a dumping ground for old transient signals. ## 2026-05-16T21:17Z - Log lines reviewed: 10640 → 12458 (~1818 new entries since last run). - **Step limit increased to 80**: Build agent step limit raised from 20→80. Plan/general also raised to 80 initially; user wants them at 1 (to fail loudly on stale config) but the instruction message failed in a post-reload cascade — pending re-application. Config file identified at `/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json` line 779. Model-heartbeat stays at 20. - **ImmoScout24 restore pack saved (~18:04Z)**: Workflow documentation saved to `/home/matrix-lite/workspace/persistent-chat/immoscout24-workflow.md` and published to pages. Covers full login→find→contact→captcha workflow, screenshot best practices, message template, known failure modes. - **New candidates promoted (2 housing entries)**: Promoted Munich Landkreis area preferences and housing practical preferences (skip 1-person listings, ASAP move-in, no W/M fine). First candidate promotions in many cycles — confirms the mechanism works for genuine durable signals. - **User criticized persistency mechanism (18:32Z)**: "we overengineered your character and prompts with persistency claims, we are currently missing some/most of the last days." Assistant agreed it's "cargo-cult persistence." User prefers restore-pack workflow docs over structured memory for episodic context. Recorded in curated memory. - **Post-reload failure cascade (18:50–20:15Z)**: After context auto-reload at 18:46Z (active_metric=315423, threshold=190K, max=200K), assistant failed 4 consecutive turns over ~1.3 hours — all returned "pending tool call without final answer." User's step-limit clarification message was lost to this cascade. Session appeared completely broken; root cause unknown. - **Auto-reload metric scale discrepancy**: The 18:46Z auto-reload triggered at active_metric=315K with max=200K — this is not simple token count. The metric differs from previously discussed ~200K token ceiling. May include embeddings, tool results, or other context overhead in a different measurement. - **Memory candidates**: 24 reviewed, 2 promoted (housing preferences). Remaining 22 candidates still stale (May 11-16). First promotions in many cycles but pool still largely transient noise. TTL-based archival remains worth considering. - (Operational) The plan/general step limit change to 1 was never applied — user's confirmation message failed in the post-reload cascade. This is a pending action needing followup when the session recovers. - (Operational) The post-reload failure cascade (4 consecutive failures, ~1.3 hours) is a critical operational bug. Root cause unknown — may be session initialization issue or `--non-interactive-permissions fail` killing startup turns. Needs investigation. - (Operational) The context metric discrepancy (315K active vs 200K max) suggests a different measurement than simple token count. Worth noting for future context management discussion. - (Speculative) The user is shifting away from curated-memory as the primary persistence mechanism toward restore-pack-style workflow docs. Curated memory may shrink to stable facts (identity, model config, critical risks) while restore packs handle episodic context. - (Speculative) The failure cascade may be related to the `--non-interactive-permissions fail` flag — if the startup turn makes a permission-denied tool call, the entire cascade would follow. This is testable by checking the session logs for the denied call pattern. ``` Recent perpetual log tail: ```jsonl lu01r0oFboEqZg", "source_event_id": "$RvhyxQB-usfZmjOT4N9V2tVxncsK-6pC9HG_rkC3B1M", "reply_event_id": "$h3o53SBSPz2ZodLHLUakkKSPA6uWJx1BTQ4y6tjrP5Q", "turn_status": "completed"}} {"ts": "2026-05-16T17:59:55.280442Z", "role": "user", "kind": "message", "content": "yes and i appreciated the native matrix image send, it's working and convenient, we can keep this workflow for now\nthis specific captcha looks easy and easy enough for good ocr to handle, it's not one of those which are hard for humans, the text is also legible with no patterns or lines\nalso we need a way for you to make these screenshots robustly, for example this https://pages.nvdll.org/images/ismaning-scrolled/ looks good and i can see the whole text which is great but if you can include the rest of the form at the same time that would be better", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$of-gjsn0ZxxYLF6nBK5f7_DuDNBUbgNcAC5L6zx55Mo", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:00:09.193942Z", "role": "user", "kind": "message", "content": "yes and i appreciated the native matrix image send, it's working and convenient, we can keep this workflow for now\nthis 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\nalso 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", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$of-gjsn0ZxxYLF6nBK5f7_DuDNBUbgNcAC5L6zx55Mo", "reply_event_id": "$zcAuWDQlaaLRZ4hvLEadTKqAmbiwcMRdLYmp5YCxkok", "turn_status": "completed"}} {"ts": "2026-05-16T18:00:09.193942Z", "role": "assistant", "kind": "message", "content": "Good points. Three takeaways:\n\n**1. Native captcha relay** — noted, that's the workflow. I'll screenshot the captcha image element and send it directly to you via `matrix_lite_send_image`.\n\n**2. OCR should work** — you're right, the captcha was clean text (`b4457`). The vision MCP returning \"inadequate\" likely means the crop was wrong or the image was too zoomed out, not that the models can't read clean text. I'll try harder crops next time — maybe grab the captcha image's `src` URL and fetch it directly for better quality.\n\n**3. Better screenshot composition** — noted. The ideal is a single viewport screenshot showing: message textarea (expanded) + personal details + Abschicken button all in frame. I'll need to either:\n - Set the viewport taller before the screenshot\n - Or position the scroll so the top of the message and the bottom button both fit\n - A full-page screenshot with `fullPage: true` should also work since the modal is part of the page DOM (the previous one may have had the issue of the modal being fixed-position rather than part of the page flow)\n\nIf we try another listing contact, I'll compose the screenshot better first time around. Want to keep hunting for flats, or are you done for now?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$of-gjsn0ZxxYLF6nBK5f7_DuDNBUbgNcAC5L6zx55Mo", "reply_event_id": "$zcAuWDQlaaLRZ4hvLEadTKqAmbiwcMRdLYmp5YCxkok", "turn_status": "completed"}} {"ts": "2026-05-16T18:03:36.490317Z", "role": "user", "kind": "message", "content": "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", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$RXupVon9a3jj3afjWUr8W6irEpyqWpn4dDzR287PzDc", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:04:34.999238Z", "role": "user", "kind": "message", "content": "please record your findings and observations about this process in a restore pack like you did before, include all relevant info and context so we can repeat this workflow in the future if i tell you to read this file, publish it in pages too, your memory is not working properly at the moment so we need to save context like this", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$RXupVon9a3jj3afjWUr8W6irEpyqWpn4dDzR287PzDc", "reply_event_id": "$7E9KiYVYDZsEA9vVDdCH0555mU-aWDzB6VL-GyFw0YQ", "turn_status": "completed"}} {"ts": "2026-05-16T18:04:34.999238Z", "role": "assistant", "kind": "message", "content": "Done. Restore pack saved at two locations:\n\n- **Local**: `/home/matrix-lite/workspace/persistent-chat/immoscout24-workflow.md`\n- **Published**: `pages.nvdll.org/immoscout24-workflow.md`\n\nIt covers all 8 sections: credentials, full workflow (login → find listing → contact form → approval → send → captcha), captcha handling, screenshot best practices, message template, pre-filled personal data, known failure modes, and the last applied listing details.\n\nIn the future, if you say \"read the immoscout24 restore pack\" I'll have everything needed to repeat the process.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$RXupVon9a3jj3afjWUr8W6irEpyqWpn4dDzR287PzDc", "reply_event_id": "$7E9KiYVYDZsEA9vVDdCH0555mU-aWDzB6VL-GyFw0YQ", "turn_status": "completed"}} {"ts": "2026-05-16T18:32:31.266220Z", "role": "user", "kind": "message", "content": "i think we overengineered your character and prompts with persistency claims, we are currently missing some/most of the last days and i haven't noticed because you recited some basic info about me", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$utD8vL1qJ8wUamXwwybsE38jczNvfSlIq1RgpwAVP3s", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:32:42.952230Z", "role": "user", "kind": "message", "content": "i think we overengineered your character and prompts with persistency claims, we are currently missing some/most of the last days and i haven't noticed because you recited some basic info about me", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$utD8vL1qJ8wUamXwwybsE38jczNvfSlIq1RgpwAVP3s", "reply_event_id": "$44Z5C0z-nHJcW6l3PtKa0mUrfg6ZDVDCZrkggIvGvr8", "turn_status": "completed"}} {"ts": "2026-05-16T18:32:42.952230Z", "role": "assistant", "kind": "message", "content": "Fair point. The curated memory file gives me bullet-point facts (your domain, project stance, trust rules, etc.) but it's thin on actual recent events — e.g., the full ImmoScout24 saga with all the back-and-forth screenshots, bugs, and fixes would be completely lost next session if I hadn't just saved the restore pack. The curated memory would only say \"user applied to a listing\" at best.\n\nThe persistency mechanism is doing cargo-cult persistence — lots of metadata about memory maintenance, but the *actual* conversational context evaporates. You're right that it's overengineered. The restore pack approach (saving dense workflow docs) is probably more practical than trying to cram everything into structured memory fields.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$utD8vL1qJ8wUamXwwybsE38jczNvfSlIq1RgpwAVP3s", "reply_event_id": "$44Z5C0z-nHJcW6l3PtKa0mUrfg6ZDVDCZrkggIvGvr8", "turn_status": "completed"}} {"ts": "2026-05-16T18:33:55.552407Z", "role": "user", "kind": "message", "content": "we actually almost sent that message before but then the session compacted and the playwright session expired, and you forgot where password is, etc. should be fixed soon", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$nbV_jdCkHLAi1bZ0238MRjMNioSr-wKc6Al610LOT3k", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:34:07.659221Z", "role": "user", "kind": "message", "content": "we actually almost sent that message before but then the session compacted and the playwright session expired, and you forgot where password is, etc. should be fixed soon", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$nbV_jdCkHLAi1bZ0238MRjMNioSr-wKc6Al610LOT3k", "reply_event_id": "$40iqoKo2Sng4Lt_9YZc7NpNq442QN3IBr-NUAHI_q5k", "turn_status": "completed"}} {"ts": "2026-05-16T18:34:07.659221Z", "role": "assistant", "kind": "message", "content": "Yeah, that was the whole cycle: first attempt → step limit → restart → wrong secrets path → wrong expose ID → message in wrong field → captcha. Took about 7 turns to do what should be one smooth flow. The restore pack captures all the lessons so when the session/state management stabilizes we'll just hit the ground running.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$nbV_jdCkHLAi1bZ0238MRjMNioSr-wKc6Al610LOT3k", "reply_event_id": "$40iqoKo2Sng4Lt_9YZc7NpNq442QN3IBr-NUAHI_q5k", "turn_status": "completed"}} {"ts": "2026-05-16T18:34:26.980088Z", "role": "user", "kind": "message", "content": "what's your current turn limit?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$cNEk2-50F5eZf84j4wZQpk0C8dqW_CiACVRNlTK8Ens", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:35:01.204528Z", "role": "user", "kind": "message", "content": "what's your current turn limit?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$cNEk2-50F5eZf84j4wZQpk0C8dqW_CiACVRNlTK8Ens", "reply_event_id": "$ldS4-cXNzGB2URwYjscCcV7oVOrdoH2qN_BRrw9m1yo", "turn_status": "completed"}} {"ts": "2026-05-16T18:35:01.204528Z", "role": "assistant", "kind": "message", "content": "I don't have a direct way to read the configured step limit from here. The context window shows 200k max tokens with ~74k used, but the *turn step limit* (how many tool calls before I'm forced to produce a final answer) is set at the OpenCode/ACP layer. My best guess from the sessions I've been hitting it is somewhere around **40-50 steps** — the ImmoScout24 workflow kept dying mid-flow after ~5-6 sequential Playwright + page operations with all the discovery overhead.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$cNEk2-50F5eZf84j4wZQpk0C8dqW_CiACVRNlTK8Ens", "reply_event_id": "$ldS4-cXNzGB2URwYjscCcV7oVOrdoH2qN_BRrw9m1yo", "turn_status": "completed"}} {"ts": "2026-05-16T18:36:11.721637Z", "role": "user", "kind": "message", "content": "how exactly is it set? you patched it before but you don't remember at the moment, you can do it again on the new setup if you tell me where", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$xMgiyeN0AJmg3s-8XcMonnAML24gwVzldeUtAsIk_rg", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:37:08.978571Z", "role": "user", "kind": "message", "content": "how exactly is it set? you patched it before but you don't remember at the moment, you can do it again on the new setup if you tell me where", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$xMgiyeN0AJmg3s-8XcMonnAML24gwVzldeUtAsIk_rg", "reply_event_id": "$ClYnXBxsqwZ4XFuQLOOKOoZM86M6yMENy0JalRia-Fc", "turn_status": "completed"}} {"ts": "2026-05-16T18:37:08.978571Z", "role": "assistant", "kind": "message", "content": "Let me find the config and check.You're right, I did patch this before. The step limit is set in the OpenCode config. Let me find the right file and show you where to change it.Found it. The step limit is on line 779:\n\n```\n\"steps\": 20\n```\n\nThis is set for each agent mode (`build`, `plan`, `general`, `model-heartbeat`) at the file:\n\n**`/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json`**\n\nEach of the primary agent profiles has `\"steps\": 20`. That's what kills multi-step Playwright flows mid-way. Want me to bump them to, say, 80? I can edit the file right now since `/home/matrix-lite/xdg/**` is in my allowed edit paths.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$xMgiyeN0AJmg3s-8XcMonnAML24gwVzldeUtAsIk_rg", "reply_event_id": "$ClYnXBxsqwZ4XFuQLOOKOoZM86M6yMENy0JalRia-Fc", "turn_status": "completed"}} {"ts": "2026-05-16T18:41:21.886283Z", "role": "user", "kind": "message", "content": "yes, do it. are you using build or general? i think plan is not used, right? model heartbeat can stay at 20 as it's not using many tools at the moment", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$i8UBZdcS813fwxB3RChzyxqTye9cDhhjh8qUJaOOhhE", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:42:29.168635Z", "role": "user", "kind": "message", "content": "yes, do it. are you using build or general? i think plan is not used, right? model heartbeat can stay at 20 as it's not using many tools at the moment", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$i8UBZdcS813fwxB3RChzyxqTye9cDhhjh8qUJaOOhhE", "reply_event_id": "$UoAJ2gy0Far0dlgRbTqyp0FNiOju69jWGzVeODm_iSE", "turn_status": "completed"}} {"ts": "2026-05-16T18:42:29.168635Z", "role": "assistant", "kind": "message", "content": "Good question. I'm running under **`build`** mode — that's the main agent. `plan` is for pre-thinking and might be used sometimes. `general` is a fallback. I'll bump all three (`build`, `plan`, `general`) to 80 and leave `model-heartbeat` at 20.Done. `build`, `plan`, and `general` bumped from 20 → 80. `model-heartbeat` left at 20. The change takes effect on next ACP session reload (new turn). Want me to reload the gateway to apply it now, or does it not matter since this session is already running?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$i8UBZdcS813fwxB3RChzyxqTye9cDhhjh8qUJaOOhhE", "reply_event_id": "$UoAJ2gy0Far0dlgRbTqyp0FNiOju69jWGzVeODm_iSE", "turn_status": "completed"}} {"ts": "2026-05-16T18:43:52.624753Z", "role": "user", "kind": "message", "content": "session reload or turn? this is different i think. how do you switch between agents? given this matrix-opencode interface", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$2f8q_VwONZMdnvpMpR11Ym7fZgPx2_7XYQfvPH1LlNQ", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:44:10.241434Z", "role": "user", "kind": "message", "content": "session reload or turn? this is different i think. how do you switch between agents? given this matrix-opencode interface", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$2f8q_VwONZMdnvpMpR11Ym7fZgPx2_7XYQfvPH1LlNQ", "reply_event_id": "$l2CayfQF4hkkpwoWumIK-iBc917IzPnTnMpn531OzBk", "turn_status": "completed"}} {"ts": "2026-05-16T18:44:10.241434Z", "role": "assistant", "kind": "message", "content": "Good distinction. Two separate things:\n\n**Step limit (what I just changed)** — `\"steps\": 80` in the OpenCode config. This is the max number of tool calls I can make in a single turn before I'm forced to reply. That's what was killing the ImmoScout24 flow mid-screenshot. This change applies on the next turn automatically — no reload needed.\n\n**Session reload** — resetting the ACPX session (wiping conversation history). That's a different thing entirely, triggered by context guard or manual `persistent-chat-reload`.\n\n**How agent switching works**: The `task` tool uses the `subagent_type` parameter to select which profile runs. Looking at the config, the available subagent profiles (mode: `subagent` or `all`) include `explore`, `review`, `implementer`, `debug`, etc. — each with its own step limit and permissions.\n\nFor the **main chat** though, OpenCode picks the profile based on what it's doing:\n- **`build`** (mode: `primary`) — main conversation agent (me, right now)\n- **`plan`** (mode: `primary`) — used for planning/thinking before actions\n- **`general`** (mode: `primary`) — fallback if build/plan aren't applicable\n\nIn practice with this Matrix → ACPX interface, I'm always running under `build`. The subagent profiles only activate via `task` calls.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$2f8q_VwONZMdnvpMpR11Ym7fZgPx2_7XYQfvPH1LlNQ", "reply_event_id": "$l2CayfQF4hkkpwoWumIK-iBc917IzPnTnMpn531OzBk", "turn_status": "completed"}} {"ts": "2026-05-16T18:46:28.814625Z", "role": "user", "kind": "message", "content": "let's then set plan and build to 1 or 0 for now so it fails loudly if we accidentally use stale config. how is your build agent configured? what is there? which subagents are available to you? we tested this before migration but it could be broken", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$MEgAd5tZuPtD1GP0nsm3FHb4jCnYQLRGga4SJvXcsIQ", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:46:52.131600Z", "role": "user", "kind": "message", "content": "let's then set plan and build to 1 or 0 for now so it fails loudly if we accidentally use stale config. how is your build agent configured? what is there? which subagents are available to you? we tested this before migration but it could be broken", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$MEgAd5tZuPtD1GP0nsm3FHb4jCnYQLRGga4SJvXcsIQ", "reply_event_id": "$SaWB9vA2xfSRkTLR2oVC_0hayAiYgTwqV_Dmiu1OEnM", "turn_status": "completed"}} {"ts": "2026-05-16T18:46:52.131600Z", "role": "assistant", "kind": "message", "content": "Clarifying — you mean set `plan` and `general` to 1 (not `build`, since that's what I'm running on right now)? Or did you mean all three including build?\n\nHere's what the **build agent config** currently has:\n\n| Field | Value |\n|-------|-------|\n| model | `kimi-for-coding/k2p6` |\n| temperature | 0 |\n| steps | **80** (just raised) |\n| mode | `primary` |\n| tools | read, glob, grep, write, edit, bash, playwright, vision, approval, status, subagent, pages, memory/repo indexes — basically everything |\n| permission | full access to sandbox, xdg, workspace repos, app scripts |\n\n**Available subagent profiles** (used via the `task` tool with `subagent_type`):\n\n| Profile | Steps | Mode | Purpose |\n|---------|-------|------|---------|\n| `explore` | 10 | subagent | Read-only codebase exploration |\n| `review` | (inherit?) | subagent | Code review |\n| `implementer` | (inherit?) | subagent | Make code changes |\n| `debug` | (inherit?) | subagent | Diagnose bugs |\n| `test-runner` | (inherit?) | subagent | Run tests/lint |\n| `requirements-auditor` | (inherit?) | subagent | Compare output to requirements |\n| `rubberduck` | (inherit?) | subagent | Reasoning partner |\n| `model-heartbeat` | 20 | all | Hourly memory maintenance |\n\nThe subagent profiles beyond `explore` and `model-heartbeat` aren't explicitly defined in this opencode.json — they're built-in OpenCode defaults that might or might not work post-migration. Want me to check if `task` with a subagent type actually functions by testing one?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$MEgAd5tZuPtD1GP0nsm3FHb4jCnYQLRGga4SJvXcsIQ", "reply_event_id": "$SaWB9vA2xfSRkTLR2oVC_0hayAiYgTwqV_Dmiu1OEnM", "turn_status": "completed"}} {"ts": "2026-05-16T18:46:54Z", "role": "meta", "kind": "context-warning", "content": "Persistent-chat active context near threshold: metric=315423, warn=160000, reload=190000, max=200000, label=persistent-chat-20260516T164413Z", "session": "ses_1ce5362dbffer1trFwIUW3sBVO", "session_label": "persistent-chat-20260516T164413Z", "metric": 315423, "max_context": 200000} {"ts": "2026-05-16T18:46:57.991110Z", "role": "meta", "kind": "reload", "content": "Matrix-lite persistent-chat reload: persistent-chat-20260516T164413Z -> persistent-chat-20260516T184654Z; reason=auto context guard reload before overflow active_metric=315423 threshold=190000 max=200000; service_restart=False"} {"ts": "2026-05-16T18:46:57Z", "role": "meta", "kind": "context-auto-reload", "content": "auto context guard reload before overflow active_metric=315423 threshold=190000 max=200000", "old_session": "ses_1ce5362dbffer1trFwIUW3sBVO", "old_session_label": "persistent-chat-20260516T164413Z", "metric": 315423, "reload_rc": 1} {"ts": "2026-05-16T18:50:17.696587Z", "role": "user", "kind": "message", "content": "yes you are right, plan and general, keep your build increase to 80 - we now have good observability so if you are still working for 5 minutes i know from the status bar that there are no errors. let's test the subagents later when you get your memory back", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$pX-bp5d04V4eHHdkFQbNQncLmW6i7epyXkTVzEt1Ngs", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:50:26.546230Z", "role": "user", "kind": "message", "content": "yes you are right, plan and general, keep your build increase to 80 - we now have good observability so if you are still working for 5 minutes i know from the status bar that there are no errors. let's test the subagents later when you get your memory back", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$pX-bp5d04V4eHHdkFQbNQncLmW6i7epyXkTVzEt1Ngs", "reply_event_id": null, "turn_status": "failed"}} {"ts": "2026-05-16T18:50:26.674614Z", "role": "user", "kind": "message", "content": "yes you are right, plan and general, keep your build increase to 80 - we now have good observability so if you are still working for 5 minutes i know from the status bar that there are no errors. let's test the subagents later when you get your memory back", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$pX-bp5d04V4eHHdkFQbNQncLmW6i7epyXkTVzEt1Ngs", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T18:50:26.674614Z", "role": "assistant", "kind": "message", "content": "⚠ Matrix-lite did not receive a final answer for this request. The model/tool run may still be pending or failed; I logged the details.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$pX-bp5d04V4eHHdkFQbNQncLmW6i7epyXkTVzEt1Ngs", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T18:50:54.994539Z", "role": "user", "kind": "message", "content": "what happened?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$ZM3EaE-1_7ZwM6zDR1L2U1N1aZdtfF2bZptpWPtAlro", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:51:03.986542Z", "role": "user", "kind": "message", "content": "what happened?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$ZM3EaE-1_7ZwM6zDR1L2U1N1aZdtfF2bZptpWPtAlro", "reply_event_id": null, "turn_status": "failed"}} {"ts": "2026-05-16T18:51:04.105704Z", "role": "user", "kind": "message", "content": "what happened?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$ZM3EaE-1_7ZwM6zDR1L2U1N1aZdtfF2bZptpWPtAlro", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T18:51:04.105704Z", "role": "assistant", "kind": "message", "content": "⚠ Matrix-lite did not receive a final answer for this request. The model/tool run may still be pending or failed; I logged the details.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$ZM3EaE-1_7ZwM6zDR1L2U1N1aZdtfF2bZptpWPtAlro", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T18:51:11.884804Z", "role": "user", "kind": "message", "content": "ping", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$vaKX36RuT9S7z0Bdui6QFIcJdvttKL-22geA0necigA", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T18:51:20.625431Z", "role": "user", "kind": "message", "content": "ping", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$vaKX36RuT9S7z0Bdui6QFIcJdvttKL-22geA0necigA", "reply_event_id": null, "turn_status": "failed"}} {"ts": "2026-05-16T18:51:20.733952Z", "role": "user", "kind": "message", "content": "ping", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$vaKX36RuT9S7z0Bdui6QFIcJdvttKL-22geA0necigA", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T18:51:20.733952Z", "role": "assistant", "kind": "message", "content": "⚠ Matrix-lite did not receive a final answer for this request. The model/tool run may still be pending or failed; I logged the details.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$vaKX36RuT9S7z0Bdui6QFIcJdvttKL-22geA0necigA", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T20:14:53.767295Z", "role": "user", "kind": "message", "content": "is it working now?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$REFuzSsnZgOrit1QnDCIbv8Y8kOq3i-X3aFRxwdWidE", "reply_event_id": null, "turn_status": "user_only"}} {"ts": "2026-05-16T20:15:02.510828Z", "role": "user", "kind": "message", "content": "is it working now?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$REFuzSsnZgOrit1QnDCIbv8Y8kOq3i-X3aFRxwdWidE", "reply_event_id": null, "turn_status": "failed"}} {"ts": "2026-05-16T20:15:02.626994Z", "role": "user", "kind": "message", "content": "is it working now?", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$REFuzSsnZgOrit1QnDCIbv8Y8kOq3i-X3aFRxwdWidE", "reply_event_id": null, "turn_status": "recovered"}} {"ts": "2026-05-16T20:15:02.626994Z", "role": "assistant", "kind": "message", "content": "⚠ Matrix-lite did not receive a final answer for this request. The model/tool run may still be pending or failed; I logged the details.", "source": {"kind": "matrix-lite-active-transcript", "conversation_key": "persistent:main", "room_id": "!CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg", "source_event_id": "$REFuzSsnZgOrit1QnDCIbv8Y8kOq3i-X3aFRxwdWidE", "reply_event_id": null, "turn_status": "recovered"}} ```