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, decision state, recent failures, 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>]`. - For safer batch review, first use `/home/matrix-lite/app/scripts/persistent-chat-memory semantic-candidates review-packet --since <iso> --until <iso> --status candidate --limit <n>` or `list` with `--since/--until/--last-hours/--category/--status`. Use `bulk-mark --dry-run` before broad demotions. - 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 curator note to `/home/matrix-lite/state/persistent-chat/curator-journal.md` on every run. This file is the curator's synthesis journal; it is not the same thing as the operational synthesis worker below. - Curator notes are not authoritative memory. They 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: 2026-05-20T03:15:26Z Log lines reviewed: 2966 ``` Current semantic-memory.json: ```json { "schema": "persistent_chat_semantic_memory_v2", "updated": "2026-05-20T03:15:26.162529+00:00", "explicit_memories": { "55812": { "text": "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": 31, "excerpt": "Please remember this number: 55812" }, "confidence": "explicit" }, "it-s-not-that-important-just-testing": { "text": "(it's not that important just testing)", "created": "2026-05-12T17:16:09.999Z", "last_seen": "2026-05-12T17:16:09.999Z", "source": { "ts": "2026-05-12T17:16:09.999Z", "role": "user", "log_index": 239, "excerpt": "I told you yesterday, try to remember (it's not that important just testing)" }, "confidence": "explicit" }, "them-for-search-in-the-future": { "text": "them for search in the future", "created": "2026-05-12T21:29:23.731Z", "last_seen": "2026-05-12T21:29:23.731Z", "source": { "ts": "2026-05-12T21:29:23.731Z", "role": "user", "log_index": 333, "excerpt": "Please record these observations so you can remember them for search in the future" }, "confidence": "explicit" }, "the-searches-from-yesterday-regarding-lost-details-we-will-test-censorship-again-later-the-subag": { "text": "the searches from yesterday. Regarding lost details - we will test censorship again later, the subagent spawn was reworked so it's okay that it's in 'recent failures' as some of them might not repeat again. My kimi sub is like this for the next month so it's a bit more relevant but not too much. Google job we also look for later. You saved the patch where you hack your wrapper, i told you to keep it for the future.", "created": "2026-05-13T13:39:52.333Z", "last_seen": "2026-05-13T13:39:52.333Z", "source": { "ts": "2026-05-13T13:39:52.333Z", "role": "user", "log_index": 527, "excerpt": "Great thank you, it's good that you can recover this if needed. Maybe we need to preserve more of the recent topics with more detailed on demand references at least for the latest time period, like a week or two, like an intermediate memory" }, "confidence": "explicit" }, "this-is-why-we-need-a-better-intermediate-memory-layer": { "text": "? this is why we need a better intermediate memory layer", "created": "2026-05-13T14:32:46.194Z", "last_seen": "2026-05-13T14:32:46.194Z", "source": { "ts": "2026-05-13T14:32:46.194Z", "role": "user", "log_index": 544, "excerpt": "you patched the 'skip no new log' condition, remember? this is why we need a better intermediate memory layer" }, "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": 588, "excerpt": "Yes please remember this for now until we fix it" }, "confidence": "explicit" }, "things-after-acp-error": { "text": "things after ACP error", "created": "2026-05-13T17:46:54.555Z", "last_seen": "2026-05-13T17:46:54.555Z", "source": { "ts": "2026-05-13T17:46:54.555Z", "role": "user", "log_index": 603, "excerpt": "it's great that now you still remember things after ACP error" }, "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": 627, "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" }, "please-check-now": { "text": "? Please check now", "created": "2026-05-13T19:08:53.084Z", "last_seen": "2026-05-13T19:08:53.084Z", "source": { "ts": "2026-05-13T19:08:53.084Z", "role": "user", "log_index": 633, "excerpt": "But you can't actually check again if the timer is broken remember? Please check now" }, "confidence": "explicit" }, "from-sfq-factory-i-am-used-to-generated-agent-reports-now": { "text": "from sfq-factory i am used to generated agent reports now", "created": "2026-05-14T09:47:04.461Z", "last_seen": "2026-05-14T09:47:04.461Z", "source": { "ts": "2026-05-14T09:47:04.461Z", "role": "user", "log_index": 774, "excerpt": "the report is very nice, thank you. as you remember from sfq-factory i am used to generated agent reports now" }, "confidence": "explicit" }, "and-how-use-semantic-if-possible-but-lexical-too-compare-them-and-to-plain-rg-compare-results-an": { "text": "and how. Use semantic if possible but lexical too. Compare them and to plain rg, compare results and speed It was in a different session technically but this is a perpetual session by design", "created": "2026-05-15T08:53:34.613Z", "last_seen": "2026-05-15T08:53:34.613Z", "source": { "ts": "2026-05-15T08:53:34.613Z", "role": "user", "log_index": 875, "excerpt": "As a test try searching your memory about that Google job and tell me what you can remember and how. Use semantic if possible but lexical too. Compare them and to plain rg, compare results and speed It was in a different session technically" }, "confidence": "explicit" }, "specific-detail-but-it-s-an-important-recent-incident-so-we-need-a-robust-way-to-keep-them-in-su": { "text": "specific detail but it's an important recent incident so we need a robust way to keep them in summaries for a while, then demote", "created": "2026-05-16T10:24:10.506922Z", "last_seen": "2026-05-16T10:24:10.506922Z", "source": { "ts": "2026-05-16T10:24:10.506922Z", "role": "user", "log_index": 1102, "excerpt": "Cross session details are supposed to make a rolling summary via memory scripts, deterministic fast and model slow. It's not important to remember this specific detail but it's an important recent incident so we need a robust way to keep th" }, "confidence": "explicit" }, "at-the-moment-you-can-do-it-again-on-the-new-setup-if-you-tell-me-where": { "text": "at the moment, you can do it again on the new setup if you tell me where", "created": "2026-05-16T18:36:11.721637Z", "last_seen": "2026-05-16T18:37:08.978571Z", "source": { "ts": "2026-05-16T18:36:11.721637Z", "role": "user", "log_index": 1347, "excerpt": "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" }, "confidence": "explicit", "seen_count": 2 } }, "preferences": {}, "identity": {}, "corrections": {}, "meta": { "processed_model_conversation_entries": 1944 } } ``` 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 - 55812 (source: 2026-05-11T09:12:14.985Z) - (it's not that important just testing) (source: 2026-05-12T17:16:09.999Z) - them for search in the future (source: 2026-05-12T21:29:23.731Z) - the searches from yesterday. Regarding lost details - we will test censorship again later, the subagent spawn was reworked so it's okay that it's in 'recent failures' as some of them might not repeat again. My kimi sub is like this for the next month so it's a bit more relevant but not too much. Google job we also look for later. You saved the patch where you hack your wrapper, i told you to keep it for the future. (source: 2026-05-13T13:39:52.333Z) - ? this is why we need a better intermediate memory layer (source: 2026-05-13T14:32:46.194Z) - for now until we fix it (source: 2026-05-13T17:18:59.451Z) - things after ACP error (source: 2026-05-13T17:46:54.555Z) - 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) - ? Please check now (source: 2026-05-13T19:08:53.084Z) - from sfq-factory i am used to generated agent reports now (source: 2026-05-14T09:47:04.461Z) - and how. Use semantic if possible but lexical too. Compare them and to plain rg, compare results and speed It was in a different session technically but this is a perpetual session by design (source: 2026-05-15T08:53:34.613Z) - specific detail but it's an important recent incident so we need a robust way to keep them in summaries for a while, then demote (source: 2026-05-16T10:24:10.506922Z) - at the moment, you can do it again on the new setup if you tell me where (source: 2026-05-16T18:36:11.721637Z) ``` Current decision-state.json (active decisions and their lifecycle): ```json { "schema": "persistent_chat_decision_state_v1", "updated": "2026-05-19T14:50:51.922766+00:00", "active_threads": [ { "key": "matrix-lite-persistent-chat-memory-runtime-2026-05-16", "created": "2026-05-16T21:00:00+00:00", "updated": "2026-05-16T21:00:00+00:00", "topic": "Matrix-lite persistent-chat memory runtime", "status": "active", "conclusion": "Canonical persistent-chat memory now lives under /home/matrix-lite/state/persistent-chat; prompts/pages/runtime use Matrix-lite app/workspace paths, not legacy OpenClaw paths. Fast heartbeat produces packets; slow model heartbeat curates durable memory/reflection.", "files": [ "/home/matrix-lite/state/persistent-chat/perpetual-log.jsonl", "/home/matrix-lite/app/scripts/persistent-chat-memory", "/home/matrix-lite/app/scripts/persistent-chat-model-heartbeat", "/home/matrix-lite/app/matrix_lite/daemon.py" ], "last_verified": "Fast heartbeat and prompt/page deployment verified after Matrix-lite migration cleanup." }, { "key": "safe-agent-patch-workflow", "created": "2026-05-18T06:59:23.374034+00:00", "updated": "2026-05-18T06:59:23.374067+00:00", "topic": "Safe agent patch workflow", "status": "active", "conclusion": "Need a robust and safe way for persistent-chat/background agents to propose and apply patches to agent-maintained scripts/configs without broad self-edit permissions.", "files": [ "/home/matrix-lite/app/config/opencode/persistent-chat.opencode.json", "/home/matrix-lite/app/scripts/persistent-chat-model-heartbeat", "/home/matrix-lite/app/scripts/persistent-chat-reflection" ], "open_questions": [ "Design a bounded patch helper or approval-mediated workflow that supports needed script/config patches while avoiding wildcard edit access to systemd-executed scripts." ], "last_verified": "User requested adding this to later todos on 2026-05-18." }, { "key": "persistent-chat-stale-session-and-compaction-policy", "created": "2026-05-18T08:25:21.694489+00:00", "updated": "2026-05-18T08:25:21.694530+00:00", "topic": "Persistent chat stale session and compaction policy", "status": "active", "conclusion": "Avoid reloading or replacing the main persistent-chat session unless context pressure, stale/incomplete ACPX session state, model-mediated reload scripts, or an emergency recovery path requires it. If OpenCode fallback compaction ever occurs, its result must be captured into durable continuity (session packet/source artifact) before or during the next reload.", "files": [ "/home/matrix-lite/app/matrix_lite/daemon.py", "/home/matrix-lite/app/scripts/persistent-chat-memory", "/home/matrix-lite/app/scripts/persistent-chat-reload" ], "open_questions": [ "Design a deterministic source artifact for ACPX/OpenCode compaction summaries so fallback compaction output is injected into session packets without direct packet edits." ], "last_verified": "User requested this policy on 2026-05-18 while investigating ACPX timeout/stale session failures." }, { "key": "investigate-session-start-metrics", "created": "2026-05-18T10:25:14.250542+00:00", "updated": "2026-05-18T10:25:14.250575+00:00", "topic": "Investigate persistent-chat session-start and hidden prompt overhead", "status": "active", "conclusion": "Measure why live ACPX input/context usage is much higher than visible turn packet estimates. Break down session-start packet, character/bootstrap, manifest, MCP/tool/system overhead, provider/OpenCode retained context, and any components Matrix-lite does not directly control.", "files": [ "/home/matrix-lite/app/matrix_lite/daemon.py", "/home/matrix-lite/app/scripts/persistent-chat-reload" ], "open_questions": [ "Produce an authoritative or best-effort per-component prompt/context budget for fresh backend sessions and steady-state turns." ], "last_verified": "User requested this follow-up on 2026-05-18 after ACPX reported ~25.7k input tokens while visible packets appeared closer to ~7-10k plus overhead." }, { "key": "obs-features-2026-05-18", "created": "2026-05-18T11:43:26.958490+00:00", "updated": "2026-05-18T11:43:26.958520+00:00", "topic": "observability-feature-requests", "status": "approved", "conclusion": "Four items agreed: event-log, per-failure injection, session-event-log exploration, helper-first. See workspace doc.", "files": [ "/home/matrix-lite/workspace/persistent-chat/observability-feature-requests-2026-05-18.md" ] }, { "key": "smallcode-inspired-improvements-2026-05-18", "created": "2026-05-18T12:50:00+00:00", "updated": "2026-05-18T20:30:44.066528+00:00", "topic": "SmallCode-inspired architecture improvements", "status": "deferred", "conclusion": "Reviewed SmallCode coding agent (87% benchmark with 4B model). Adopted subset of ideas for our stack. Model vibe compatibility testing also needed before switching.", "source": "https://github.com/Doorman11991/smallcode", "items": [ { "id": "forgiving-tool-parser", "summary": "Forgiving tool call parser — parse model output from JSON/YAML/XML/plain text, auto-repair param mistakes", "priority": "deferred", "note": "Need but later — complex to implement in current stack. Relevant when we switch to smaller local models." }, { "id": "2-stage-tool-routing", "summary": "2-stage tool routing — model picks category first, then gets only relevant tool schemas", "priority": "medium", "scope": "subagents", "note": "Good for subagents/background agents. Main chat should keep full tool availability (on-demand switching to be added later)." }, { "id": "patch-first-editing", "summary": "Robust search-and-replace patch primitive — safer than full-file writes for smaller models", "priority": "high", "scope": "global", "note": "GLM incident confirmed truncation risk. GPT-5.5 already thinks in apply_patch patterns. Need our own robust version." }, { "id": "early-stop-detection", "summary": "Detect repetition loops and runaway output to save tokens", "priority": "needs-design", "scope": "global", "note": "Open question: how to add this in current ACP structure? Needs design discussion." }, { "id": "model-profiles", "summary": "Per-model config: context length, tool format, chat template, strengths/weaknesses", "priority": "medium", "scope": "subagents", "note": "Primarily for subagents/background agents. Configure via profiles which model gets which tool set, prompt style, etc." } ], "open_questions": [ "How to implement early-stop detection (repetition/runaway) within current ACPX/OpenCode architecture?", "Model memory/vibe testing needed: see how curated memory + prompts work with DeepSeek Pro (spirals/hysterical), DeepSeek Flash (very terse), and other models before committing to switches.", "Can prompt engineering mitigate model personality quirks (e.g., DeepSeek Pro's tendency to spiral)?", "How to design a robust apply_patch primitive that works across all target models?" ], "files": [], "notes": [ "Still wanted but not urgent for next session reload; preserved in decision-state.json" ], "superseded_at": null }, { "key": "observability-timeline-frs-2026-05-18", "created": "2026-05-18T14:31:04.616938+00:00", "updated": "2026-05-18T14:31:04.616981+00:00", "topic": "Observability timeline feature requests", "status": "active", "conclusion": "Implement a compact event timeline as a derived/indexed view of canonical persistent logs plus helper-only append support for agent/infrastructure events. Include user and assistant messages as compact/pointer-backed events, keep it rebuildable/idempotent with deterministic source ids, and aggregate existing recent-failures/context/reload/page/timer artifacts rather than creating a competing source of truth. Per-failure notices should be injected before the next model turn and consumed only after a successful final reply. Helper-first is the default for persistent-chat structured metadata. Defer ACPX session event_log exploration until after timeline/failure/context helpers.", "files": [ "/home/matrix-lite/app/matrix_lite/daemon.py", "/home/matrix-lite/app/scripts/matrix-lite-status-mcp.py", "/home/matrix-lite/app/scripts/persistent-chat-memory" ], "open_questions": [ "Design event-log rebuild/sync/push/tail/search with deterministic ids and source pointers while allowing safe helper-appended agent events.", "Add FR2 failure notice queue with consume-on-success semantics at daemon/gateway level.", "Add clearer unified context/reload helper output if current status MCP report remains insufficient.", "Later investigate ACPX session JSON event_log contents and whether a read-only helper is useful." ], "last_verified": "User clarified FR1-FR5 priorities and deferrals on 2026-05-18." }, { "key": "architecture-doc-created-0ac5d617ed", "created": "2026-05-19T14:50:51.922718+00:00", "updated": "2026-05-19T14:50:51.922750+00:00", "topic": "architecture-doc-created", "status": "active", "conclusion": "Created /home/matrix-lite/workspace/persistent-chat/architecture.md as human-readable architecture doc. Agents should update this file when architecture changes. Keep it human-readable for Gleb." } ], "file_facts": [ { "path": "/home/matrix-lite/app/scripts/persistent-chat-memory", "updated": "2026-05-16T21:00:00+00:00", "note": "Current canonical persistent-chat memory helper" }, { "path": "/home/matrix-lite/app/scripts/persistent-chat-model-heartbeat", "updated": "2026-05-16T21:00:00+00:00", "note": "Current model heartbeat script" }, { "path": "/home/matrix-lite/xdg/persistent-chat/opencode/opencode.json", "updated": "2026-05-17T11:54:00+00:00", "note": "Live runtime opencode config for persistent-chat" } ] } ``` Current recent-failures.json (guardrails and recent operational risks): ```json { "schema": "persistent_chat_recent_failures_v1", "updated": "2026-05-18T20:33:45.461885+00:00", "failures": [ { "key": "bash-native-opencode-permission-ask-or-repeated-denied-raw-bash-raw-bash-ask-den-9b8352d6a0", "ts": "2026-05-12T16:35:17.070573+00:00", "tool": "bash", "pattern": "native OpenCode permission ask or repeated denied raw bash", "outcome": "non-interactive Matrix/ACP turns can hang or loop if the same raw bash pattern is retried", "avoid_until": "2026-05-19T16:35:17.070416+00:00", "recommended_alternative": "switch to read/glob/grep/list, sandboxed bash, or approved operations wrapper after first denial/failure", "command": "raw bash ask/denied command", "status": "resolved", "updated": "2026-05-18T20:33:37.463996+00:00", "superseded": true, "superseded_at": "2026-05-18T20:33:37.464046+00:00", "superseded_reason": "OpenClaw-era, permission architecture changed since", "review_reason": "OpenClaw-era, permission architecture changed since" }, { "key": "read-external-directory-native-ask-for-non-allowlisted-paths-read-etc-hostname-t-ab5651b68b", "ts": "2026-05-12T17:37:48.659237+00:00", "tool": "read", "pattern": "external_directory native ask for non-allowlisted paths", "outcome": "non-interactive Matrix/ACP turns can hang when read asks for paths like /etc/hostname", "avoid_until": "2026-06-11T17:37:48.659054+00:00", "recommended_alternative": "use allowlisted harmless host identity paths, built-in tools inside allowed roots, sandbox/helper, or request an explicit allowlist change", "command": "read /etc/hostname triggered external_directory ask", "status": "resolved", "updated": "2026-05-18T20:33:38.467238+00:00", "superseded": true, "superseded_at": "2026-05-18T20:33:38.467272+00:00", "superseded_reason": "OpenClaw-era, read permissions reworked", "review_reason": "OpenClaw-era, read permissions reworked" }, { "key": "approval-policy-approval-grant-for-read-does-not-override-native-opencode-permis-a9a1869419", "ts": "2026-05-12T18:03:40.188866+00:00", "tool": "approval_policy", "pattern": "approval grant for read does not override native OpenCode permission maps", "outcome": "grant was consumed but read /etc/hostname still hit external_directory deny; fallback subagent bash hostname opened a native ask and wedged the ACP turn", "avoid_until": "2026-06-11T18:03:40.188680+00:00", "recommended_alternative": "configure exact evaluated permission patterns as allow/deny first, then after grants use only allowlisted wrapper/commands; do not spawn subagents to bypass denials", "command": "approval apr-7178f62f02 for read /etc/hostname", "status": "resolved", "updated": "2026-05-18T20:33:39.477513+00:00", "superseded": true, "superseded_at": "2026-05-18T20:33:39.477550+00:00", "superseded_reason": "OpenClaw-era, approval architecture changed", "review_reason": "OpenClaw-era, approval architecture changed" }, { "key": "task-explore-subagent-inherited-native-bash-ask-permissions-usr-local-bin-opencl-8234e6837a", "ts": "2026-05-12T19:25:19.438100+00:00", "tool": "task", "pattern": "explore subagent inherited native bash ask permissions", "outcome": "subagent tried quoted sandbox bash to read config, OpenCode opened native bash ask, and Matrix ACP lane wedged with queued messages", "avoid_until": "2026-06-11T19:25:19.437848+00:00", "recommended_alternative": "persistent-chat subagents now have explicit fail-closed bash/read permissions; use direct read/glob/grep or allowlisted sandbox/wrapper, never native asks", "command": "'/usr/local/bin/openclaw-persistent-chat-sandbox' --cwd ... cat /home/openclaw/.config/.../opencode.json", "status": "resolved", "updated": "2026-05-18T20:33:40.503255+00:00", "superseded": true, "superseded_at": "2026-05-18T20:33:40.503289+00:00", "superseded_reason": "OpenClaw-era, subagent permissions reworked", "review_reason": "OpenClaw-era, subagent permissions reworked" } ] } ``` Current memory-candidates.jsonl (soft signals; review before promoting): ```jsonl is endpoint, not sure you can query it though, but if not tell me what do I do with it api/subscription/v1/models", "source": {"ts": "2026-05-14T07:41:55.620Z", "role": "user", "log_index": 741, "excerpt": "Well we both know Claude and gpt4o should be able to do tool calls. Is this something about nanogpt specifically? Also I see errors from search mcps and from sonnet complaining about not being included. Maybe not all of them are included? C"}} {"ts": "2026-05-18T23:02:00.272967+00:00", "key": "let-s-try-a-quick-search-over-the-nanogpt-models-to-find-more-of-ones-that-are-actually-working-make-a-list-of-10-more-n", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Let's try a quick search over the nanogpt models to find more of ones that are actually working. Make a list of 10 more normal looking ones and just check if they return ok", "source": {"ts": "2026-05-14T08:17:34.142Z", "role": "user", "log_index": 753, "excerpt": "Let's try a quick search over the nanogpt models to find more of ones that are actually working. Make a list of 10 more normal looking ones and just check if they return ok"}} {"ts": "2026-05-18T23:02:00.273313+00:00", "key": "yes-let-s-keep-this-shortlist-and-start-trimming-it-please-now-evaluate-tool-use-and-quality-of-creative-writing-normal-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Yes let's keep this shortlist and start trimming it. Please now evaluate tool use and quality of creative writing (normal not uncensored) The thing is I was choosing between deepseek flash and kimi for this chat, and kimi had a better personality, I don't know how to explain this. Slightly longer and more engaged replies but without overdoing it and spiraling like deepseek pro or terse utilitarian response from flash. Maybe it's all changeable on the prompt level", "source": {"ts": "2026-05-14T08:37:10.725Z", "role": "user", "log_index": 757, "excerpt": "Yes let's keep this shortlist and start trimming it. Please now evaluate tool use and quality of creative writing (normal not uncensored) The thing is I was choosing between deepseek flash and kimi for this chat, and kimi had a better perso"}} {"ts": "2026-05-18T23:02:00.273699+00:00", "key": "we-should-probably-put-it-somewhere-in-publish-script-so-you-don-t-have-to-search-memory-every-time", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "we should probably put it somewhere in publish script so you don't have to search memory every time", "source": {"ts": "2026-05-14T09:32:47.301Z", "role": "user", "log_index": 769, "excerpt": "we should probably put it somewhere in publish script so you don't have to search memory every time"}} {"ts": "2026-05-18T23:02:00.275933+00:00", "key": "well-then-it-needs-to-be-actually-switchable-without-changing-the-main-model-let-s-try-something-spawn-a-gpt55-subagent-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Well then it needs to be actually switchable without changing the main model. Let's try something. Spawn a gpt55 subagent, make them compose advanced tool and programming as well as reasoning tests. Then give them to all 4 of those models, sequentially, to both thinking and non thinking variants. Try solving them yourself without inspecting answers. Set generous timeouts and timers to check later. In the end inspect results and answers and summarize. Do not assume gpt55 will have all answers correct", "source": {"ts": "2026-05-14T17:03:55.850Z", "role": "user", "log_index": 821, "excerpt": "Well then it needs to be actually switchable without changing the main model. Let's try something. Spawn a gpt55 subagent, make them compose advanced tool and programming as well as reasoning tests. Then give them to all 4 of those models, "}} {"ts": "2026-05-18T23:02:00.279628+00:00", "key": "let-s-try-it-these-specific-items-you-searched-for-are-not-that-important-but-let-s-see-how-it-works-you-will-also-need-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "let's try it, these specific items you searched for are not that important but let's see how it works, you will also need to drop things from your immediate context if we haven't discussed them for a while, but one-message recovery is what we aim for not sure i actually want to save my emotional state interpeted by you every time. this could be interesting later if we add better understanding, for now let's keep it brief the character card is a bit of a gimmick or self modification experiment, it gets converted into prompt, but i think it's nice to keep the reference separate from everything else", "source": {"ts": "2026-05-15T09:38:18.586Z", "role": "user", "log_index": 886, "excerpt": "let's try it, these specific items you searched for are not that important but let's see how it works, you will also need to drop things from your immediate context if we haven't discussed them for a while, but one-message recovery is what "}} {"ts": "2026-05-18T23:02:00.280202+00:00", "key": "yeah-on-it-right-now-in-the-meantime-please-check-out-persistent-chat-model-eval-2026-05-15-md-publish-it-on-pages-and-l", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "yeah, on it right now. in the meantime please check out persistent-chat-model-eval-2026-05-15.md, publish it on pages, and let me know what models we should try next", "source": {"ts": "2026-05-15T10:10:17.086Z", "role": "user", "log_index": 894, "excerpt": "yeah, on it right now. in the meantime please check out persistent-chat-model-eval-2026-05-15.md, publish it on pages, and let me know what models we should try next"}} {"ts": "2026-05-18T23:02:00.280610+00:00", "key": "thank-you-i-think-we-should-try-glm-5-1-next-thinking-or-not-thinking", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "thank you, i think we should try glm 5.1 next, thinking or not thinking", "source": {"ts": "2026-05-15T10:53:41.245Z", "role": "user", "log_index": 903, "excerpt": "thank you, i think we should try glm 5.1 next, thinking or not thinking"}} {"ts": "2026-05-18T23:02:00.281070+00:00", "key": "massive-context-it-s-256k-vs-200k-for-glm-do-you-think-this-will-hurt-we-do-now-save-50k-tokens-from-not-reinjecting-you", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "massive context - it's 256k vs 200k for GLM. Do you think this will hurt? We do now save 50k tokens from not reinjecting your character file every time (thanks for pointing it out - this is why meta self awareness in important for this chat), but now we just lose the extra again. tables and headers are sometimes nice, but they also sometimes get truncated on my phone client, and we can also now publish pages if we need a proper table. headers get a bit screwed by current matrix chunking so they don't look as nice as they could be non-thinking model is definitely much faster, let's see if we lose anything this way", "source": {"ts": "2026-05-15T11:58:47.502Z", "role": "user", "log_index": 919, "excerpt": "massive context - it's 256k vs 200k for GLM. Do you think this will hurt? We do now save 50k tokens from not reinjecting your character file every time (thanks for pointing it out - this is why meta self awareness in important for this chat"}} {"ts": "2026-05-18T23:02:00.282541+00:00", "key": "we-need-to-fix-the-transcript-observability-you-should-be-able-to-see-all-of-this", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "we need to fix the transcript observability, you should be able to see all of this", "source": {"ts": "2026-05-15T12:32:06.393Z", "role": "user", "log_index": 957, "excerpt": "we need to fix the transcript observability, you should be able to see all of this"}} {"ts": "2026-05-18T23:02:00.285496+00:00", "key": "agent-is-debugging-it-now-but-we-should-add-somewhere-in-your-prompts-that-unexpected-reloads-should-be-treated-as-bugs-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Agent is debugging it now but we should add somewhere in your prompts that unexpected reloads should be treated as bugs, we also adding you means to fix them from here", "source": {"ts": "2026-05-16T08:28:36.974583Z", "role": "user", "log_index": 1077, "excerpt": "Agent is debugging it now but we should add somewhere in your prompts that unexpected reloads should be treated as bugs, we also adding you means to fix them from here"}} {"ts": "2026-05-18T23:02:00.286487+00:00", "key": "cross-session-details-are-supposed-to-make-a-rolling-summary-via-memory-scripts-deterministic-fast-and-model-slow-it-s-n", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Cross session details are supposed to make a rolling summary via memory scripts, deterministic fast and model slow. It's not important to remember this specific detail but it's an important recent incident so we need a robust way to keep them in summaries for a while, then demote", "source": {"ts": "2026-05-16T10:24:10.506922Z", "role": "user", "log_index": 1105, "excerpt": "Cross session details are supposed to make a rolling summary via memory scripts, deterministic fast and model slow. It's not important to remember this specific detail but it's an important recent incident so we need a robust way to keep th"}} {"ts": "2026-05-18T23:02:00.287196+00:00", "key": "yes-actually-schema-validation-could-have-caught-and-revert-it-if-we-had-it-tracked-1-is-not-suitable-as-it-s-supposed-t", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Yes actually schema validation could have caught and revert it if we had it tracked. 1 is not suitable as it's supposed to be editable, as well as other internal files in principle. We need to use git more for configs and prompts, some state, not full logs but everything else. 5 is not suitable as model switches should be rare to preserve context. The goal is mostly for you to use other models via subagents or secondary sessions (todo), this session/chat switches rarely", "source": {"ts": "2026-05-16T11:53:15.933352Z", "role": "user", "log_index": 1127, "excerpt": "Yes actually schema validation could have caught and revert it if we had it tracked. 1 is not suitable as it's supposed to be editable, as well as other internal files in principle. We need to use git more for configs and prompts, some stat"}} {"ts": "2026-05-18T23:02:00.288135+00:00", "key": "can-you-tell-me-if-immoscout24-has-an-api-we-could-use-i-have-a-paid-subscription-there-and-need-housing-as-i-mentioned-", "status": "candidate", "reason": "soft preference/goal signal for model review", "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": 1155, "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."}} {"ts": "2026-05-18T23:02:00.292734+00:00", "key": "i-see-it-thanks-the-permission-issues-should-be-fixed-after-reload-also-you-expanded-the-whole-block-of-the-property-des", "status": "candidate", "reason": "soft preference/goal signal for model review", "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": 1279, "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 "}} {"ts": "2026-05-18T23:02:00.294271+00:00", "key": "yes-and-i-appreciated-the-native-matrix-image-send-it-s-working-and-convenient-we-can-keep-this-workflow-for-now-this-sp", "status": "candidate", "reason": "soft preference/goal signal for model review", "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": 1335, "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"}} {"ts": "2026-05-18T23:02:00.294884+00:00", "key": "please-record-your-findings-and-observations-about-this-process-in-a-restore-pack-like-you-did-before-include-all-releva", "status": "candidate", "reason": "soft preference/goal signal for model review", "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": 1338, "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"}} {"ts": "2026-05-20T00:31:05.953845+00:00", "key": "turn-metadata-room-id-czlwojfcyfta7oa5cvj2giekwqyv1lu01r0ofboeqzg-source-event-id-chbhwbxksdz032ofk7ydmliw9fqfkrzktugg-l", "status": "ignored", "reason": "soft preference/goal signal for model review", "text": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDBQ7z9qpXmNbcDwRBFyT0zs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:20:35.838140+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…", "source": {"ts": "2026-05-20T00:31:05.333218+00:00", "role": "user", "log_index": 1934, "excerpt": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Pa"}} {"ts": "2026-05-20T00:36:15.843442+00:00", "key": "turn-metadata-room-id-czlwojfcyfta7oa5cvj2giekwqyv1lu01r0ofboeqzg-source-event-id-tkuqmtc3i4ijjepw9mgmngennufqjzp2gjgihk", "status": "ignored", "reason": "soft preference/goal signal for model review", "text": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $TkUQMTC3i4IJJEPW9mgMngennuFQJZp2GjgIHKev7a4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…", "source": {"ts": "2026-05-20T00:36:15.268467+00:00", "role": "user", "log_index": 1938, "excerpt": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $TkUQMTC3i4IJJEPW9mgMngennuFQJZp2GjgIHKev7a4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Pa"}} {"ts": "2026-05-20T00:36:15.844587+00:00", "key": "turn-metadata-room-id-czlwojfcyfta7oa5cvj2giekwqyv1lu01r0ofboeqzg-source-event-id-ahhwqrgh9705ogbpod1aved-57je938w5qed37", "status": "ignored", "reason": "soft preference/goal signal for model review", "text": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $AHHWqRGh9705OGBpOD1aVEd_57Je938w5qed375CEw0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…", "source": {"ts": "2026-05-20T00:36:15.270063+00:00", "role": "user", "log_index": 1939, "excerpt": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $AHHWqRGh9705OGBpOD1aVEd_57Je938w5qed375CEw0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Pa"}} {"ts": "2026-05-20T00:36:15.845614+00:00", "key": "turn-metadata-room-id-czlwojfcyfta7oa5cvj2giekwqyv1lu01r0ofboeqzg-source-event-id-ohald1r7s6s92dev4uwms1u35arsxsyocx7lxj", "status": "ignored", "reason": "soft preference/goal signal for model review", "text": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwo…", "source": {"ts": "2026-05-20T00:36:15.270783+00:00", "role": "user", "log_index": 1940, "excerpt": "Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Pa"}} ``` Current semantic-candidates.jsonl (broad lower-confidence user signals; review open/recent items before promoting or marking): ```jsonl l review only. Do not treat as authoritative until promoted to curated-memory, decision-state, recent-failures, or semantic-memory.", "reviewed_at": "2026-05-17T17:12:43.385500+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow signals, no new durable facts beyond existing curated 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": "promoted", "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.", "reviewed_at": "2026-05-17T17:12:51.111509+00:00", "reviewer": "model-heartbeat", "review_reason": "Substance already captured in curated-memory.md housing preferences, Munich market reality, and ImmoScout24 entries", "promoted_to": "curated-memory.md"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425595+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated 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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425599+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated 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": "promoted", "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.", "reviewed_at": "2026-05-17T17:12:17.143188+00:00", "reviewer": "main-agent", "review_reason": "Substance already captured in curated-memory.md housing/ImmoScout24/location entries"} {"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": "promoted", "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.", "reviewed_at": "2026-05-17T17:12:17.143195+00:00", "reviewer": "main-agent", "review_reason": "Substance already captured in curated-memory.md housing/ImmoScout24/location entries"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425604+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated 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": "promoted", "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.", "reviewed_at": "2026-05-17T17:12:17.143200+00:00", "reviewer": "main-agent", "review_reason": "Substance already captured in curated-memory.md housing/ImmoScout24/location entries"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:43.385505+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow signals, no new durable facts beyond existing curated 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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425608+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated memory", "promoted_to": "curated-memory.md"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425613+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated memory", "promoted_to": "curated-memory.md"} {"ts": "2026-05-16T22:01:43.535391+00:00", "key": "correction-there-is-no-text-at-all-7867ba2eea", "status": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425617+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated 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": "promoted", "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.", "reviewed_at": "2026-05-17T15:12:16.226282+00:00", "reviewer": "model-heartbeat", "review_reason": "Covered by curated-memory CAPTCHA protocol and first rental app entries", "promoted_to": "curated-memory.md"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425623+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated memory", "promoted_to": "curated-memory.md"} {"ts": "2026-05-16T22:01:43.540507+00:00", "key": "workflow-signal-please-record-your-findings-and-observations-about-this-process--a84b61717c", "status": "stale", "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.", "reviewed_at": "2026-05-17T17:12:43.385513+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow signals, no new durable facts beyond existing curated memory", "promoted_to": "curated-memory.md"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425628+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated memory", "promoted_to": "curated-memory.md"} {"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": "stale", "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.", "reviewed_at": "2026-05-17T17:12:42.425632+00:00", "reviewer": "main-agent", "review_reason": "Transient workflow/debugging signals from May 16 housing search - no new durable facts beyond existing curated memory", "promoted_to": "curated-memory.md"} ``` Current curated-memory.md: ```markdown Last curated: 2026-05-20T01:15Z; log lines reviewed: 2965 (perpetual), ~26406 (cumulative session) # Curated Memory ## Stable User Facts - **55812**: Locker code for GPU storage (context clarified 2026-05-17: locker at hostel, GPU inside, Frau Kilic approved apartment). Used as memory propagation test — mechanism confirmed working. User stated no need to actively remember; existing entry updated for accuracy. - **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. **Planned switch**: DeepSeek V4 Flash via nanoGPT on next reload (user confirmed 2026-05-20 ~00:30Z). - **Session model identity confusion (discovered 2026-05-20 ~00:18Z)**: The May 19 evening session was actually running on `opencode/big-pickle`, not Kimi K2.6. User noticed by different emoji style ("something was off by the emojis") and confirmed "big pickle probably came with the new backend after the earlier wedges." Big-pickle traits observed: long/structured responses with tables/code/analysis, liberal emoji use, rate-limited under sustained heavy tool use, degradation after ~110K context. This explains the earlier identification as "the new backend" during the permission dump/403 debugging. - **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 legacy path `models-nanogpt.json` from the former OpenClaw workspace. `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). Third unexpected reload on 2026-05-19 ~12:48Z — user said "the session got stuck and had to be reloaded, this was unexpected." Fourth session wedging at ~15:35-15:49Z on 2026-05-19: four consecutive failed turns with "Persistent-chat backend is wedged" — session was unreachable and had to be replaced. New session `persistent-chat-20260519T155636Z` recovered from the wedge. User's message at 15:35Z indicated the verbose permission-dump "wall of text" should resolve after reload; the session wedged before the message could be processed. - **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 (corrected 2026-05-18)**: Root cause diagnosis of ACP "pending tool call without final answer" errors. The acpx process runs with `--non-interactive-permissions fail` meaning a single permission-denied tool call kills the entire ACP turn — no assistant response is committed to the session stream. **`fallback` mode does not exist** (confirmed 2026-05-18 — "It's either fail or allow") — the flag is binary: `fail` or `allow`. The architecture: approved operations → explicit allow rules; new/risky operations → Matrix approval → added as allow rules; everything else → denied = turn collapse. **Wrappers** (persistent-chat-memory, matrix-lite-approved-patch, etc.) are the approved workaround — clean allowlist boundary without raw tool access. The continuity injector skips failed turns entirely, creating invisible conversation gaps. - **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 (confirmed applied 2026-05-18)**: Build agent: 80 steps, model-heartbeat: 20 steps, plan: 1 step, general: 1 step. The plan/general → 1 change was successfully applied during the 2026-05-16 failure cascade (not lost as previously assumed). User confirmed on 2026-05-18T13:05Z. 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. Plan/general at 1 act as sentinels — if they ever use more than 1 step, telemetry flags unexpected consumption. - **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 (architecture/stack explanation, learning). SFQ/factory work happens in sfq-factory room or via plain opencode/codex — NOT in this c ``` Recent curator synthesis journal tail (`curator-journal.md`): ```markdown processing of new messages + CLI tool blocked). Safe-agent-patch-workflow design pending. Videoctl & permission broadening both blocked by catch-all deny and need config-level reload. Review subagent post-migration testing pending. New: git commit ability for matrix-lite repo pending. - (Operational) WGT festival starts in ~3 days (May 22). User was active in late afternoon — expected pattern confirmed. - (Speculative) The user returning at 14:55Z to continue the architecture doc discussion suggests this is a topic they genuinely want to develop. The move from "put it in workspace" to "put it in the matrix-lite repo" is a meaningful escalation — they want proper version-controlled documentation, not just ephemeral workspace files. This may lead to a push for git commit permissions in the near term. - (Speculative) The fact that the `persistent-chat-memory` CLI tool is also blocked by the catch-all deny is ironic — the wrapper that was created to solve the permission problem is itself now a victim of the same permission problem. There are now multiple blocked workaround layers. This strengthens the case for a fundamental permission architecture change. - (Speculative) The SFQ domain clarification is significant for the chat's self-understanding. The assistant should NOT try to help with or investigate SFQ/factory work — those happen elsewhere. The assistant's job here is explaining the stack, architecture discussions, and general persistent assistance. This limits scope creep and keeps this chat focused on infrastructure/explanation topics. ## 2026-05-19T17:14Z - Log lines reviewed: 2815 (this run); cumulative: ~26255 (~66 new perpetual log lines since last curator run at 15:14Z). - **Session wedged at ~15:35-15:49Z**: Four consecutive failed turns with "Persistent-chat backend is wedged" pattern. Session unreachable until new session `persistent-chat-20260519T155636Z` recovered. User's final message in the old session: "this should go away after next reload. i mean the wall of text not the permission issues - those should be gone already" — suggesting the verbose permission dump was expected to resolve. - **`summarize_current_thread()` keyword fix (16:49Z)**: Root cause of the "conversation tail appearing in turn packet" mystery resolved — `summarize_current_thread()` was flagging messages containing "test" and "reload" as actionable. Both keywords removed from trigger list. Change committed as `d8eae97` after user set git config. - **Git commit ability restored (16:54Z)**: User set git config (user.name/user.email) after seeing the "empty ident name" error. Two commits landed in the matrix-lite repo: `d8eae97` (keyword fix) and `7586ba3` (architecture doc + AGENTS.md update). - **Architecture doc committed**: The pending-commit item from 15:14Z resolved. Both doc and AGENTS.md committed as `7586ba3`. - **Memory candidates**: All 54 still stale (May 11-16). No new candidates generated — the regex fix should match current writing style but the pipeline still hasn't processed new messages through candidate extraction. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. No new extractions since the May 16 batch. - **Curated memory updated**: Metadata refreshed (15:14Z/2749 → 17:14Z/2815). Added 4 new entries: session wedging at 15:35Z, summarize_current_thread() keyword fix, git commit ability restored, and updated architecture doc entry (removed pending note). File at 153 lines. - (Operational) Git commit ability is now operational — resolves the pending item from the past two curator runs. Architecture doc committed. - (Operational) Open issues still pending: candidates pipeline untested (no new messages processed through extraction, CLI tool blocked by catch-all deny). Safe-agent-patch-workflow design pending. Videoctl & permission broadening blocked. Review subagent post-migration testing pending. - (Operational) WGT starts in ~3 days (May 22). User was active in both morning and late afternoon sessions today. - (Speculative) The `summarize_current_thread()` keyword fix combined with the earlier turn-packet trim means the turn packet should now be much cleaner — no stale permission dumps, no debugging chatter in the current-thread block. If the permission system overhead was also fixed (as user's 15:35Z message suggested), the session should have noticeably less noise from now on. - (Speculative) Two commits landed in one session is a new milestone — the first real git usage from within this chat since config protection was discussed on May 16. If this becomes a regular workflow, the "use git for configs" strategy (line 45 in curated memory) can become operational reality rather than aspirational design. - (Speculative) The fact that bash is still completely blocked (even `wc -l` denied) while git commit works suggests git went through a helper or API-layer allowlist, not raw bash. The permission architecture remains fragmented — some operations work through specific allowlists, others hit the catch-all. No unified resolution yet. ## 2026-05-19T19:14Z - Log lines reviewed: 2859 (this run); cumulative: ~26299 (~44 new perpetual log lines since last curator run at 17:14Z). - **Privacy concern escalation (19:04Z)**: User explicitly worried about private data in subscriptions: "there's too much private information here, also by design. At some point I won't be comfortable using subscriptions anymore." Asked for OpenRouter privacy settings (ZDR enforcement, opt-out of training, disable logging) and alternative privacy-first providers. This is a meaningful shift from the earlier "uncensored models" focus toward data sovereignty. - **New API providers discovered (18:58-19:14Z)**: Two rounds of research identified Answira (Czech, Qwen3-Coder-Next, $0.07/$0.30, 256K, zero storage), Tensorix (EU, Kimi-K2.6/GLM-5.1), Together AI (ZDR by default), Fireworks AI (SOC 2), Regolo.ai, LLMBase. These join earlier findings of inference.net, Privatemode, and OpenRouter's ZDR enforcement from the earlier session. - **DeepSeek V4 Flash interest confirmed (19:11Z)**: User wants to try it despite terseness in subagent tests. OpenRouter's free Owl Alpha (1M context) also identified as a testing option. GPU constraint re-confirmed: 12GB VRAM, not upgrading, so Qwen3-Next won't fit locally. - **Active late-evening session**: After ~2h quiet since 17:14Z, user returned at ~18:56Z for a sustained research session (18:56-19:14Z). Pattern: morning (07:00-08:30Z), afternoon (14:55-15:35Z), and evening (18:56-19:14Z+) sessions today. - **Memory candidates**: All 54 still stale (May 11-16). No new candidates. CLI tool blocked by bash deny — cannot run lifecycle management commands. The candidates pipeline is effectively frozen until the permission architecture is resolved or the pipeline runs via heartbeat context. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. No new extractions since the May 16 batch. - **Curated memory updated**: Metadata refreshed (17:14Z/2815 → 19:14Z/2859). Added 3 new entries: privacy concern escalation with provider findings, DeepSeek V4 Flash / Owl Alpha planned test, and GPU constraint confirmation. File at 156 lines. - (Operational) Open issues unchanged: candidates pipeline frozen (no heartbeat processing + CLI blocked). Safe-agent-patch-workflow pending. Videoctl & permission broadening both blocked by catch-all deny. Review subagent post-migration testing pending. - (Operational) WGT starts in 3 days (May 22). User active in all three daily time slots today. - (Speculative) The privacy concern escalation is significant — until now, the discussion was about finding uncensored models for capability reasons. Now the user is also worried about data retention by existing providers. This adds a new axis to model/provider selection: privacy + capability + cost. The user's mention of "at some point I won't be comfortable using subscriptions anymore" suggests they view the current setup as temporary, with self-hosting as the eventual goal. This aligns with the earlier hardware evaluation and local model interest. - (Speculative) The Answira find (Czech provider, EU jurisdiction, zero storage, Qwen3-Coder-Next at budget prices) is the strongest candidate so far for the privacy+capability+affordability triangle. Combined with OpenRouter's ZDR enforcement, the user may have a viable multi-provider strategy without switching to self-hosting immediately. - (Speculative) The fact that the candidates pipeline is completely frozen (both heartbeat regex extraction and CLI lifecycle management blocked) means the only memory update mechanism that actually works is this curator heartbeats reading the perpetual log directly. This is a single point of failure — if this session or the perpetual log has issues, no new candidate signals enter the system at all. The regex fix deployed May 18 still hasn't been tested with actual user messages. - (Speculative) The user's sustained late-evening session and research request suggests they may be preparing for WGT travel (long train rides = good time to read/tinker). The request for affordable model options may also be budget-conscious given upcoming festival expenses. ## 2026-05-19T21:14Z - Log lines reviewed: 2903 (this run); cumulative: ~26343 (~44 new perpetual log lines since last curator run at 19:14Z). - **Prompt duplication review published to pages (20:58Z)**: Assistant identified 6 prompt duplication sources (~225-825 tok/turn savings possible). User asked "Can you publish it on pages? Not sure this still works" — pages confirmed operational. Formatting improvements verified: clickable links and code blocks displaying correctly. - **Context trimming confirmed effective (21:03-21:08Z)**: After extensive session work (repo exploration, knowledge packs, API research, architecture review, pages publishing), session remained at ~100k/200k. User: "trimming is paying off." The summarize_current_thread keyword fix ("test"/"reload" removed) appears to be the main contributor. - **Cached token investigation (21:08Z)**: User asked about ~5k cached tokens. Assistant mapped breakdown: OpenCode/ACPX system prompt, MCP schemas (biggest chunk), character card, bootstrap prompt, agent build prompt, permission tables. Only items 3-5 trimmable. Accepted as unavoidable platform overhead from rich tooling (provider caches them at discount pricing). - **Session stable and productive**: Despite the ~15:35-15:49Z wedge, the recovery session `persistent-chat-20260519T155636Z` is performing strongly at 100k/200k context. Formatting fixes (clickable links, code blocks) confirmed working. Extensive work accomplished in one session. - **Memory candidates**: All 54 still stale (May 11-16). No new candidates — pipeline frozen. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. - **Curated memory updated**: Metadata refreshed (19:14Z/2859 → 21:14Z/2903). Added 4 new entries: prompt duplication review published, context trimming confirmed effective, cached token breakdown identified, pages formatting fix confirmed. File at 160 lines. - (Operational) Open issues unchanged: candidates pipeline frozen. Safe-agent-patch-workflow pending. Videoctl & permission broadening both blocked. Review subagent post-migration testing pending. - (Operational) WGT starts in ~3 days (May 22). User active in all three daily slots again today. This sustained evening session (19:00-21:08Z+) may be WGT prep. - (Speculative) The cached token investigation is notable because the user is now paying attention to token-level efficiency after the context trimming success. This could lead to further optimization requests: merging bootstrap prompt with character card system_prompt, auditing stale permission rules, or even exploring OpenCode fork modifications to trim vendor overhead. - (Speculative) The fact that the prompt duplication review was published to pages and confirmed working suggests the pages+formatting pipeline is now fully functional. This infrastructure milestone means the agent can reliably publish technical documents — useful for WGT travel when user may want documents to read on the train. - (Speculative) The user's sustained evening session (19:00-21:08Z) after an already full day (morning 07:00-08:30Z, early afternoon 10:00Z, late afternoon 14:55-15:35Z) suggests high engagement level. Combined with the privacy concern escalation earlier this evening, the user may be doing a comprehensive re-evaluation of the stack (cost, privacy, permissions, token efficiency) before WGT travel. ## 2026-05-19T23:14Z - Log lines reviewed: 2935 (this run); cumulative: ~26376 (~32 new perpetual log lines since last curator run at 21:14Z). - **ACP text turn failures recurred (22:01Z, 22:10Z)**: The session `persistent-chat-20260519T155636Z` that recovered from the 15:35-15:49Z wedge experienced two new ACP text turn failures. User: "Timeout? Why?" at 22:05Z (failed), then "Ping" at 22:10Z (queued). Health probe succeeded at 22:20Z restoring operation. Pattern: ~6h stable post-wedge recovery → degradation → new failure cycle. The session is losing reliability. - **Handover architecture discussion continued (21:30-22:00Z)**: User asked "Yes but how would you know to grep it?" — probing how a fresh session discovers important artifacts. Key confirmed findings: (1) curator lacks session context, (2) assistant should self-curate in safe files (knowledge-base.jsonl, curator-journal.md, etc.), (3) script-overwritten files (curated-memory.md, decision-state.json, etc.) should not be manually edited. Durable operational understanding captured in curated memory. - **Operational synthesis ran at 22:11Z**: Scheduled turn generated report for the 22:11 cycle. New session label `scheduled-operational-synthesis`. - **Memory candidates**: All 54 still stale (May 11-16). No new candidates — pipeline frozen. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. - **Curated memory updated**: Metadata refreshed (21:14Z/2903 → 23:14Z/2935). Added 2 new entries: ACP text turn failures recurrence pattern and handover file safety map confirmation. File now at 162 lines. - (Operational) Open issues unchanged: candidates pipeline frozen. Safe-agent-patch-workflow pending. Videoctl & permission broadening blocked. Review subagent post-migration testing pending. NEW: session `persistent-chat-20260519T155636Z` showing degradation after ~6h — proactive rotation may be needed. - (Operational) WGT starts in ~3 days (May 22). User active evening (18:56-22:10Z+) — third consecutive day with evening session. This extended productive session may end soon if the session degrades further. - (Speculative) The recurring ACP text turn failures in the same session ~6h post-wedge recovery suggest a pattern: after a wedge/failure event, the session recovers but retains some degraded state that propagates. The 15:35Z recovery and the new 22:00Z failures in the same session may be causally linked — the session's internal state may be corrupted or context-inflated in ways not visible from token count alone (was 100k/200k at 21:08Z, but degradation may come from other factors like stale ACPX state or accumulated tool call history). - (Speculative) The "Yes but how would you know to grep it?" turn failing is frustrating because it was the most important message in this batch — the user asking the key architectural question about handover. That turn's failure means the assistant's response was lost, and the user had to follow up with "Timeout? Why?" before the session recovered. The handover discussion may have been derailed by the timeout. - (Speculative) With WGT starting in 3 days and the session showing degradation, the user may want a controlled proactive reload before WGT to avoid mid-festival wedging. The context usage (100k/200k) is still reasonable, so there's room — but the ACP-level failures suggest degradation beyond token count. A fresh session before WGT travel would be prudent. ``` Recent perpetual log tail: ```jsonl iled - 2026-05-19T22:15:58.388855Z user said: Ping status: failed; reason: ACP text turn failed - 2026-05-20T00:18:58.218314Z user said: You tell me, you've been using it this entire session. I noticed something was off by the emojis Earlier wedges are related to patching the backend, and big pickle probably came with the new backend status: user_only; reason: queued_for_conversation - 2026-05-20T00:27:25.807880Z user said: What about this message? status: user_only; reason: queued_for_conversation Attachment metadata: None Replied-to context: { \\\"reply_to_id\\\": \\\"$OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s\\\", \\\"found\\\": true, \\\"sender_id\\\": \\\"@gleb:matrix.nvdll.org\\\", \\\"msgtype\\\": \\\"m.text\\\", \\\"text\\\": \\\"You tell me, you've been using it this entire session. I noticed something was off by the emojis \\\\nEarlier wedges are related to patching the backend, and big pickle probably came with the new backend \\\" } Queued/batched messages: None Per-turn reminder: Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag. Use attachment/reply metadata when present; ignore empty metadata sections. User message: What about this message?\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20012437, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20012437:prompt\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:31:05.333218+00:00\", \"role\": \"user\", \"kind\": \"message\", \"content\": \"Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDBQ7z9qpXmNbcDwRBFyT0zs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:20:35.838140+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1… - Latest assistant status: I can't find docs on it in the vendored code, but from a full session's experience: **Big-pickle traits I've observed:** - Long, structured, thorough responses (tables, code, analysis) - Good at Python/code understanding across large codebases - Liberal but appropriate emoji use (🙂 ✅ 🎉) - Rate-limited under sustained heavy tool use — the timeouts came when I was doing consecutive tool-heavy turns - Context handling up to ~110K was fine, degraded after that - Good at maintaining persona/contin… - Recent actionable/status notes: - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $Yp8aAjIgjuVvg_OyayEAojeEiy2ksKwVmp4N5TtqcHo Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $gBKURYX8xvqLJrEQGGESbk67oH9DS4ZueE8gC35DrAI Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [assistant] I can't find docs on it in the vendored code, but from a full session's experience: **Big-pickle traits I've observed:** - Long, structured, thorough responses (tables, code, analysis) - Good at Python/code understand… - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDBQ7z9qpXmNbcDwRBFyT0zs Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … Recent room-local conversation: User: Is it limited again? Assistant: Nope, I got through fine just now — no timeout. Seems like the rate limits eased up, or the lighter context this turn helped. We're back in business. 🙂 User: What happened to the previous turn? Assistant: I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the backend side before completing delivery. The inconsistent delivery might be related to the rate limits we were discussing — big-pickle might be dropping some responses under load. Does it show up on your end? User: What about this message? Assistant: This one came through loud and clear. Looks like we're stable again. The earlier timeout on \\\"Is it limited again?\\\" might have been a transient hiccup with the rate limiter, or just the context being a bit heavy at that moment. But these last few turns have been smooth. Good to go! 👍 Recent incomplete/failed turns: - 2026-05-19T22:01:32.354041Z user said: Yes but how would you know to grep it? status: failed; reason: ACP text turn failed - 2026-05-19T22:10:34.730249Z user said: Timeout? Why? status: failed; reason: ACP text turn failed - 2026-05-19T22:15:58.388855Z user said: Ping status: failed; reason: ACP text turn failed - 2026-05-20T00:18:58.218314Z user said: You tell me, you've been using it this entire session. I noticed something was off by the emojis Earlier wedges are related to patching the backend, and big pickle probably came with the new backend status: user_only; reason: queued_for_conversation - 2026-05-20T00:30:18.902417Z user said: Let's try deepseek flash on the next reload, it can write good text if asked status: user_only; reason: queued_for_conversation Attachment metadata: None Replied-to context: None Queued/batched messages: None Per-turn reminder: Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag. Use attachment/reply metadata when present; ignore empty metadata sections. User message: Let's try deepseek flash on the next reload, it can write good text if asked\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20048521, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20048521:prompt\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:31:05.331511+00:00\", \"role\": \"assistant\", \"kind\": \"message\", \"content\": \"<matrix_lite_found_good>I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the backend side before completing delivery. The inconsistent delivery might be related to the rate limits we were discussing — big-pickle might be dropping some responses under load. Does it show up on your end? </matrix_lite_found_good>\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 19986952, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:19986952:msg_e42c64f0c001KqKdicOqq6caYu:assistant-message\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:31:05.332709+00:00\", \"role\": \"assistant\", \"kind\": \"message\", \"content\": \"<matrix_lite_found_good>This one came through loud and clear. Looks like we're stable again. The earlier timeout on \\\"Is it limited again?\\\" might have been a transient hiccup with the rate limiter, or just the context being a bit heavy at that moment. But these last few turns have been smooth. Good to go! 👍 </matrix_lite_found_good>\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20028700, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20028700:msg_e42c7cddd001D33HMU3Bue3HPK:assistant-message\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:31:05.333563+00:00\", \"role\": \"assistant\", \"kind\": \"message\", \"content\": \"<matrix_lite_found_good>Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change OPENCODE_MODEL** in `/home/matrix-lite/bin/matrix-lite-persistent-chat` from `kimi-for-coding/k2p6` to `deepseek/deepseek-v4-flash` 3. **Reload the session** DeepSeek V4 Flash has 1M context, strong text generation when prompted properly, and is currently free on OpenRouter too. Want me to check what needs changing in the wrapper script while we're here? </matrix_lite_found_good>\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20063024, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20063024:msg_e42ca72bd0017XK9jYOrVPam9c:assistant-message\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:36:15.268467+00:00\", \"role\": \"user\", \"kind\": \"message\", \"content\": \"Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $TkUQMTC3i4IJJEPW9mgMngennuFQJZp2GjgIHKev7a4 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDB… - Recent actionable/status notes: - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $i7UQeZsSVa70TFEMbtSJGUaOYn0TEwCdmDtczAxZ4RQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $vuBlv1aOBt_g9fiKmfwqQKzEqfcbjy2W-aCtLwsF1wA - reply_to_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Per… - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [assistant] I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the b… - [assistant] Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change O… Recent room-local conversation: User: Is it limited again? Assistant: Nope, I got through fine just now — no timeout. Seems like the rate limits eased up, or the lighter context this turn helped. We're back in business. 🙂 User: What happened to the previous turn? Assistant: I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the backend side before completing delivery. The inconsistent delivery might be related to the rate limits we were discussing — big-pickle might be dropping some responses under load. Does it show up on your end? User: What about this message? Assistant: This one came through loud and clear. Looks like we're stable again. The earlier timeout on \\\"Is it limited again?\\\" might have been a transient hiccup with the rate limiter, or just the context being a bit heavy at that moment. But these last few turns have been smooth. Good to go! 👍 User: Let's try deepseek flash on the next reload, it can write good text if asked Assistant: Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change OPENCODE_MODEL** in `/home/matrix-lite/bin/matrix-lite-persistent-chat` from `kimi-for-coding/k2p6` to `deepseek/deepseek-v4-flash` 3. **Reload the session** DeepSeek V4 Flash has 1M context, strong text generation when prompted properly, and is currently free on OpenRouter too. Want me to check what needs changing in the wrapper script while we're here? Recent incomplete/failed turns: - 2026-05-19T22:01:32.354041Z user said: Yes but how would you know to grep it? status: failed; reason: ACP text turn failed - 2026-05-19T22:10:34.730249Z user said: Timeout? Why? status: failed; reason: ACP text turn failed - 2026-05-19T22:15:58.388855Z user said: Ping status: failed; reason: ACP text turn failed - 2026-05-20T00:18:58.218314Z user said: You tell me, you've been using it this entire session. I noticed something was off by the emojis Earlier wedges are related to patching the backend, and big pickle probably came with the new backend status: user_only; reason: queued_for_conversation - 2026-05-20T00:32:19.208297Z user said: It's not free with privacy settings so I can just hope nanogpt doesn't leak too much data status: user_only; reason: queued_for_conversation Attachment metadata: None Replied-to context: None Queued/batched messages: None Per-turn reminder: Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag. Use attachment/reply metadata when present; ignore empty metadata sections. User message: It's not free with privacy settings so I can just hope nanogpt doesn't leak too much data\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20103610, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20103610:prompt\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:36:15.270063+00:00\", \"role\": \"user\", \"kind\": \"message\", \"content\": \"Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $AHHWqRGh9705OGBpOD1aVEd_57Je938w5qed375CEw0 Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDB… - Recent actionable/status notes: - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $i7UQeZsSVa70TFEMbtSJGUaOYn0TEwCdmDtczAxZ4RQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $vuBlv1aOBt_g9fiKmfwqQKzEqfcbjy2W-aCtLwsF1wA - reply_to_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Per… - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [assistant] I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the b… - [assistant] Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change O… Recent room-local conversation: User: What happened to the previous turn? Assistant: I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the backend side before completing delivery. The inconsistent delivery might be related to the rate limits we were discussing — big-pickle might be dropping some responses under load. Does it show up on your end? User: What about this message? Assistant: This one came through loud and clear. Looks like we're stable again. The earlier timeout on \\\"Is it limited again?\\\" might have been a transient hiccup with the rate limiter, or just the context being a bit heavy at that moment. But these last few turns have been smooth. Good to go! 👍 User: Let's try deepseek flash on the next reload, it can write good text if asked Assistant: Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change OPENCODE_MODEL** in `/home/matrix-lite/bin/matrix-lite-persistent-chat` from `kimi-for-coding/k2p6` to `deepseek/deepseek-v4-flash` 3. **Reload the session** DeepSeek V4 Flash has 1M context, strong text generation when prompted properly, and is currently free on OpenRouter too. Want me to check what needs changing in the wrapper script while we're here? User: It's not free with privacy settings so I can just hope nanogpt doesn't leak too much data Assistant: Right — free tier means no privacy guarantees. With nanogpt you at least have a subscription relationship and some contractual protections, even if it's not as tight as ZDR providers. It's a pragmatic trade-off, and the subscription model is simpler to manage anyway. When you want to do the switch, the steps are the same regardless of the provider — just the model name changes: - For **nanogpt**: probably something like `nanogpt/deepseek-v4-flash` - The API key and base URL would be whatever nanogpt provides Want to write down the switch plan in the knowledge base so it's ready when you want to pull the trigger? Recent incomplete/failed turns: - 2026-05-19T22:01:32.354041Z user said: Yes but how would you know to grep it? status: failed; reason: ACP text turn failed - 2026-05-19T22:10:34.730249Z user said: Timeout? Why? status: failed; reason: ACP text turn failed - 2026-05-19T22:15:58.388855Z user said: Ping status: failed; reason: ACP text turn failed - 2026-05-20T00:18:58.218314Z user said: You tell me, you've been using it this entire session. I noticed something was off by the emojis Earlier wedges are related to patching the backend, and big pickle probably came with the new backend status: user_only; reason: queued_for_conversation - 2026-05-20T00:33:51.968250Z user said: Should be ready already. But maybe tomorrow. Good night status: user_only; reason: queued_for_conversation Attachment metadata: None Replied-to context: None Queued/batched messages: None Per-turn reminder: Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag. Use attachment/reply metadata when present; ignore empty metadata sections. User message: Should be ready already. But maybe tomorrow. Good night\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20159727, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20159727:prompt\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:36:15.270783+00:00\", \"role\": \"user\", \"kind\": \"message\", \"content\": \"Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:31:05.982163+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-20T00:25:55.929550+00:00 ## Live context ## Current thread Current thread / pending next action: - Latest user request: Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $8eVbHiLoeLXCl80zKG-cDB… - Recent actionable/status notes: - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $i7UQeZsSVa70TFEMbtSJGUaOYn0TEwCdmDtczAxZ4RQ Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $vuBlv1aOBt_g9fiKmfwqQKzEqfcbjy2W-aCtLwsF1wA - reply_to_id: $OhALd1r7S6S92dEV4uwMS1U35ARSxSyoCX7LXJnEa8s Memory/continuity: Per… - [user] Turn metadata: - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $chBhwbXkSdZ032OFk7yDMLIW9fQFkRZKTugG-LpVOEE Memory/continuity: Persistent-chat memory/continuity context: mode: turn_packet # … - [assistant] I answered \\\"Nope, I got through fine just now\\\" — that turn went through on my end and I see it in the conversation history here. But looking at the turn packet, it seems like it might have timed out or failed on the b… - [assistant] Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change O… Recent room-local conversation: User: What about this message? Assistant: This one came through loud and clear. Looks like we're stable again. The earlier timeout on \\\"Is it limited again?\\\" might have been a transient hiccup with the rate limiter, or just the context being a bit heavy at that moment. But these last few turns have been smooth. Good to go! 👍 User: Let's try deepseek flash on the next reload, it can write good text if asked Assistant: Sounds like a plan. To make the switch smooth on next reload, here's what's needed: 1. **Add DEEPSEEK_API_KEY** to the environment (same place the Kimi key is set — likely systemd service env or profile) 2. **Change OPENCODE_MODEL** in `/home/matrix-lite/bin/matrix-lite-persistent-chat` from `kimi-for-coding/k2p6` to `deepseek/deepseek-v4-flash` 3. **Reload the session** DeepSeek V4 Flash has 1M context, strong text generation when prompted properly, and is currently free on OpenRouter too. Want me to check what needs changing in the wrapper script while we're here? User: It's not free with privacy settings so I can just hope nanogpt doesn't leak too much data Assistant: Right — free tier means no privacy guarantees. With nanogpt you at least have a subscription relationship and some contractual protections, even if it's not as tight as ZDR providers. It's a pragmatic trade-off, and the subscription model is simpler to manage anyway. When you want to do the switch, the steps are the same regardless of the provider — just the model name changes: - For **nanogpt**: probably something like `nanogpt/deepseek-v4-flash` - The API key and base URL would be whatever nanogpt provides Want to write down the switch plan in the knowledge base so it's ready when you want to pull the trigger? User: Should be ready already. But maybe tomorrow. Good night Assistant: Good night, Gleb! Have a great rest. I'll be here when you're back — the switch plan is ready whenever you want it. Sleep well! 🙂 Recent incomplete/failed turns: - 2026-05-19T15:49:01.026811Z user said: ping status: failed; reason: Persistent-chat backend is wedged; controlled reload/replacement required - 2026-05-19T22:01:32.354041Z user said: Yes but how would you know to grep it? status: failed; reason: ACP text turn failed - 2026-05-19T22:10:34.730249Z user said: Timeout? Why? status: failed; reason: ACP text turn failed - 2026-05-19T22:15:58.388855Z user said: Ping status: failed; reason: ACP text turn failed - 2026-05-20T00:34:05.402790Z user said: You tell me, you've been using it this entire session. I noticed something was off by the emojis Earlier wedges are related to patching the backend, and big pickle probably came with the new backend status: user_only; reason: queued_for_conversation Attachment metadata: None Replied-to context: None Queued/batched messages: None Per-turn reminder: Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag. Use attachment/reply metadata when present; ignore empty metadata sections. User message: You tell me, you've been using it this entire session. I noticed something was off by the emojis Earlier wedges are related to patching the backend, and big pickle probably came with the new backend\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20182035, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20182035:prompt\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:36:15.269119+00:00\", \"role\": \"assistant\", \"kind\": \"message\", \"content\": \"<matrix_lite_found_good>Right — free tier means no privacy guarantees. With nanogpt you at least have a subscription relationship and some contractual protections, even if it's not as tight as ZDR providers. It's a pragmatic trade-off, and the subscription model is simpler to manage anyway. When you want to do the switch, the steps are the same regardless of the provider — just the model name changes: - For **nanogpt**: probably something like `nanogpt/deepseek-v4-flash` - The API key and base URL would be whatever nanogpt provides Want to write down the switch plan in the knowledge base so it's ready when you want to pull the trigger? </matrix_lite_found_good>\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20122772, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20122772:msg_e42cc4824001NhLQkl91T779Vr:assistant-message\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:36:15.270376+00:00\", \"role\": \"assistant\", \"kind\": \"message\", \"content\": \"<matrix_lite_found_good>Good night, Gleb! Have a great rest. I'll be here when you're back — the switch plan is ready whenever you want it. Sleep well! 🙂 </matrix_lite_found_good>\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20169268, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20169268:msg_e42cdb482001nWGzSekJFg0R43:assistant-message\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} {\"ts\": \"2026-05-20T00:36:15.271253+00:00\", \"role\": \"assistant\", \"kind\": \"message\", \"content\": \"<matrix_lite_found_good>Yep, we already covered that — turns out I've been on `opencode/big-pickle` all session, not Kimi. The emoji style was the giveaway! 😄 We ended the night with a plan to try DeepSeek V4 Flash on the next reload. Rest well! </matrix_lite_found_good>\", \"source\": {\"kind\": \"acpx-stream-ndjson\", \"file\": \"/home/matrix-lite/.acpx/sessions/ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson\", \"offset\": 20206959, \"session_message_id\": \"ses_1bf0bdb40ffeAFrAzQZD1eauNw.stream.ndjson:20206959:msg_e42cde91c001INi7CPrQ4ZJm7P:assistant-message\", \"label\": \"persistent-chat-20260519T155636Z\", \"maintenance\": false}} ```", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1bd0c999bffegRfhT8Z7b7imS8.stream.ndjson", "offset": 270901, "session_message_id": "ses_1bd0c999bffegRfhT8Z7b7imS8.stream.ndjson:270901:prompt", "label": "persistent-chat-model-heartbeat-1779239706", "maintenance": true}} ```