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: 2026-05-19T07:13:55Z Log lines reviewed: 2618 ``` Current semantic-memory.json: ```json { "schema": "persistent_chat_semantic_memory_v2", "updated": "2026-05-19T07:13:55.607156+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": 1769 } } ``` 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": "2026-05-18T20:33:45.461853+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." } ], "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 tion-remember-this-is-why-we-need-a-better-intermediate-memory-layer", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "you patched the 'skip no new log' condition, remember? this is why we need a better intermediate memory layer", "source": {"ts": "2026-05-13T14:32:46.194Z", "role": "user", "log_index": 547, "excerpt": "you patched the 'skip no new log' condition, remember? this is why we need a better intermediate memory layer"}} {"ts": "2026-05-18T23:02:00.265241+00:00", "key": "please-compose-a-brief-technical-proposal-for-a-we-need-a-minimum-amount-of-tools-though-either-right-after-heartbeat-ag", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "please compose a brief technical proposal for a), we need a minimum amount of tools though. either right after heartbeat agent, or you replace it maybe later we also add proper turns on another timer with full tools so say you can search something online unattended.", "source": {"ts": "2026-05-13T14:39:43.586Z", "role": "user", "log_index": 552, "excerpt": "please compose a brief technical proposal for a), we need a minimum amount of tools though. either right after heartbeat agent, or you replace it maybe later we also add proper turns on another timer with full tools so say you can search so"}} {"ts": "2026-05-18T23:02:00.268659+00:00", "key": "thanks-now-let-s-try-the-subagents-again-specifically-nanogpt-ones-please-spawn-3-sequentially-so-we-don-t-overload-the-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Thanks! Now let's try the subagents again, specifically nanogpt ones. Please spawn 3 sequentially so we don't overload the API, with a simple task and no bash so we don't debug permission errors, with nano-gpt/moonshotai/kimi-k2.6, nano-gpt/minimax/minimax-m2.7 and nano-gpt/huihui-ai/DeepSeek-R1-Distill-Qwen-32B-abliterated models. Compare time to generate a simple text and the quality of the tool calls. Set timers and timeouts, we expect them to be slow-ish especially the last one.", "source": {"ts": "2026-05-13T18:28:02.975Z", "role": "user", "log_index": 624, "excerpt": "Thanks! Now let's try the subagents again, specifically nanogpt ones. Please spawn 3 sequentially so we don't overload the API, with a simple task and no bash so we don't debug permission errors, with nano-gpt/moonshotai/kimi-k2.6, nano-gpt"}} {"ts": "2026-05-18T23:02:00.268994+00:00", "key": "it-s-not-only-about-subagent-but-also-your-step-limit-we-should-probably-increase-it-but-then-when-you-disappear-i-don-t", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "It's not only about subagent but also your step limit, we should probably increase it but then when you disappear I don't know if there's an error or you are still working. Your diagnosis is right, please remember the fix. Don't ask me if I already told you to do it just set the timer soon and get another turn if needed", "source": {"ts": "2026-05-13T18:41:59.765Z", "role": "user", "log_index": 630, "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"}} {"ts": "2026-05-18T23:02:00.269906+00:00", "key": "yes-let-s-try-it-use-timers", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Yes let's try it, use timers", "source": {"ts": "2026-05-13T23:41:33.604Z", "role": "user", "log_index": 671, "excerpt": "Yes let's try it, use timers"}} {"ts": "2026-05-18T23:02:00.271174+00:00", "key": "i-don-t-think-openclaw-introduces-any-additional-guardrails-by-subagents-i-meant-nanogpt-ones-this-is-why-deepseek-qwen-", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "I don't think openclaw introduces any additional guardrails. By subagents I meant nanogpt ones, this is why deepseek qwen abliterated was in the list. A bit sad about vless reality because bypassing restrictions is intended behavior. Alright I get it we need to look for subscription API with uncensored models that are actually working unlike deepseek-qwen", "source": {"ts": "2026-05-14T02:43:32.916Z", "role": "user", "log_index": 729, "excerpt": "I don't think openclaw introduces any additional guardrails. By subagents I meant nanogpt ones, this is why deepseek qwen abliterated was in the list. A bit sad about vless reality because bypassing restrictions is intended behavior. Alrigh"}} {"ts": "2026-05-18T23:02:00.271586+00:00", "key": "yes-let-s-check-the-two-you-suggested-use-safe-tasks-and-time-them", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Yes let's check the two you suggested, use safe tasks and time them", "source": {"ts": "2026-05-14T03:13:11.634Z", "role": "user", "log_index": 735, "excerpt": "Yes let's check the two you suggested, use safe tasks and time them"}} {"ts": "2026-05-18T23:02:00.272340+00:00", "key": "well-we-both-know-claude-and-gpt4o-should-be-able-to-do-tool-calls-is-this-something-about-nanogpt-specifically-also-i-s", "status": "candidate", "reason": "soft preference/goal signal for model review", "text": "Well we both know Claude and gpt4o should be able to do tool calls. Is this something about nanogpt specifically? Also I see errors from search mcps and from sonnet complaining about not being included. Maybe not all of them are included? Can you check if we need to fix something? Also try this endpoint, not sure you can query it though, but if not tell me what do I do with it api/subscription/v1/models", "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"}} ``` 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: 2026-05-19T05:13Z; log lines reviewed: 2586 (perpetual), ~26026 (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. - **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). - **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. Work room: stock GPT-5.5 for sfq-factory. automeat: separate project. images: most active. No single-agent routing to avoid flooding. - **Timers**: Work as delayed reminders (~2 min lag) but ACP wake-up unreliable — stale connections produce "agent needs reconnect". Proactive timer-setting preferred over step-limit polling. - **Calendar**: vdirsyncer CalDAV at `~/.local/share/vdirsyncer/calendars/def-calendar/`. 60-second sync timer. ICS files editable directly. - **Pages**: `matrix-lite-pages publish SOURCE [TARGET]` copies content; URL format `https://pages.nvdll.org/[direct-path]`. - **Gateway restart**: Assistant can restart gateway (permission 2026-05-13). Session survives reload. - **opencode-minimal agent**: Created for DeepSeek subagent incompatibility (meta-reasoning loops from anchored summary framework). Config at dedicated XDG dir; needs MCP allowlist patch. - **Async subagent architecture**: All `subagent_spawn` routes through `opencode-subagent`. Synced aliases differ only in loaded context and model pins. - **Subagent timer protocol (2026-05-13)**: For slow subagents, set timer for followup turn rather than burning steps on polling or asking permission. - **ImmoScout24 login succeeded (2026-05-16)**: Authenticated via Playwright from the persistent-chat sandbox (`/home/matrix-lite/workspace/persistent-chat`). Password stored at `./secrets/pas ``` Recent curator synthesis journal tail (`curator-journal.md`): ```markdown guard metric hitting 537K (far above 200K max) suggests the metric measures something very different from raw token count — possibly including tool outputs, embedding context, or accumulated stream artifacts. This is consistent with the earlier observation that the metric scale differs from stated token ceilings and shouldn't be treated as a direct token count. ## 2026-05-18T19:12Z - Log lines reviewed: 2442 (this run); cumulative: ~25800 (~184 new perpetual log lines since last curator run at 15:12Z). - **Productive afternoon session (15:50-19:12Z)**: Mixed Russian/German conversation about WGT, Sebastian calendar, gender pronouns. User confirmed male (masculine Russian forms). Housing discussion — Kilic contract awaiting signature, Immoscout search in Unterschleissheim blocked (used websearch fallback). Gateway rewrite discussion — GPT-5.5 doing code + review autonomously. - **Reload protocol validated end-to-end (18:47-19:12Z)**: Session hit ~195K/200K context ceiling. Reload protocol executed: (1) context guard correctly reported genuine stream estimate (not cache-inflated), (2) handoff written via `note-reload-handoff`, (3) first `persistent-chat-reload` call failed silently (script in bash deny list), (4) user's agent fixed the issue, (5) second attempt at 19:12Z succeeded — clean session `persistent-chat-20260518T191206Z` with continuity preserved. The reload note/session packet confirmed handoff content carried across correctly. - **Key finding**: `persistent-chat-reload` was in the bash deny list — this was the silent failure from the first attempt at 18:58Z. Once unblocked, the protocol works correctly. - **Memory candidates**: All 21 entries still stale (May 11-16). Pipeline gap persists — no new candidates generated. - **Semantic candidates**: 0 new — all lifecycle-managed. Pipeline gap persists. - **Curated memory updated**: Metadata refreshed (15:12Z → 19:12Z, 2258 → 2442 lines). Added 1 new entry: reload protocol validated end-to-end. File now at 134 lines, slightly over 120-line target. - (Operational) Open issues unchanged: candidates pipeline gap, safe-agent-patch-workflow design, review subagent post-migration testing pending. - (Operational) WGT festival (May 21-25) in ~3 days — user may become less available. - (Speculative) The reload protocol passing its first real test under context pressure is a significant milestone. The `persistent-chat-reload` script being in the bash deny list was an unexpected blocker — now presumably resolved. This suggests the safe-agent-patch-workflow (for managing script permissions) is increasingly important. - (Speculative) With the reload protocol validated, the remaining systemic weakness is the candidates pipeline gap (no new memory candidates generated since May 16). This is a known issue — the packet restructuring removed the mechanism that generated candidates, and a replacement hasn't been deployed. This may cause curated memory to gradually stale if new durable signals aren't captured. ## 2026-05-18T21:12Z - Log lines reviewed: 2495 (this run); cumulative: ~25900 (~53 new perpetual log lines since last curator run at 19:12Z). - **Productive cleanup session (19:12-21:12Z)**: User and assistant normalized state files in `persistent-chat-20260518T191206Z`. Key outcomes: (1) Read permissions granted for all persistent-chat source artifacts, (2) four stale OpenClaw-era failures resolved, (3) SmallCode deferred status added to decision state, (4) notices pruned 14→5, (5) context manifest trimmed — `file_fingerprint()` now emits only `path`+`exists` (9,852B→6,166B, 37%, tests added). - **Model focus directive confirmed**: "should keep the model more focused on important things rather than sha256 hashes, those are for scripts" — operational principle that artifact metadata is for scripts, not model consumption. Captured in curated-memory. - **Memory candidates**: All 21 entries still stale (May 11-16). Pipeline gap persists — no new candidates generated. - **Semantic candidates**: 0 new — all lifecycle-managed. Pipeline gap persists. - **Curated memory updated**: Metadata refreshed (19:12Z → 21:12Z, 2442 → 2495 lines). Added 1 new entry: state cleanup and manifest trim. File now at 135 lines, slightly over 120-line target. - (Operational) Open issues: candidates pipeline gap still unresolved. Safe-agent-patch-workflow design still pending. Review subagent post-migration testing pending. Session still active — user may continue chatting. - (Operational) WGT festival (May 21-25) in ~3 days — user may be preparing or less available. - (Speculative) The cleanup session marks a significant normalization of the state files — failures curated, decisions gaining lifecycle management (deferred), notices trimmed, manifest lean. This is the infrastructure being "paid down" after the rapid feature development and Matrix-lite migration of the past week. ## 2026-05-18T23:13Z - Log lines reviewed: 2560 (this run); cumulative: ~26000 (~65 new perpetual log lines since last curator run at 21:12Z). - **Candidates regex updated by user request (23:01Z)**: Assistant edited the candidates detection regex in `persistent-chat-memory` to match Gleb's actual writing style. The old `CANDIDATE_RE` expected "I prefer/like/want/need/hope" chatbot phrasing — which explains why no new candidates appeared since May 16. User explicitly asked "Well then maybe you can edit the regex" and the assistant added patterns for imperative style, "we need to/a", "let's...", "can you check/try/edit", "what about/how about", etc. This directly addresses the stalled candidates pipeline that has been a recurring topic across multiple curator runs. - **Review agent flagged the edit as permission violation (~23:03Z)**: The review agent warned about expanding executable surface to untracked scripts. User's reaction: "They are so worried about you expanding your executable surface to untracked scripts - this is why we can't have bash :(" — reinforces the ongoing permission tension. - **Videoctl approval request sent (23:13Z)**: Approval apr-eb7392a9af sent for videoctl CLI access at user's request. User had been trying to allow this since earlier in the session. - **Memory candidates**: All 54 entries still stale (May 11-16). No new candidates generated. The regex fix should start producing candidates on future heartbeats with new user messages. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. - **Curated memory updated**: Metadata refreshed (21:12Z → 23:13Z, 2495 → 2560 lines). Added 1 new entry: candidates regex fix. File now at ~138 lines, slightly over 120-line target. - (Operational) Open issues: candidates pipeline fix is live (regex updated) but next heartbeat needs new user messages to produce candidates. Safe-agent-patch-workflow design still pending. Review subagent post-migration testing pending. - (Operational) WGT festival (May 21-25) in ~3 days — user may become less available or be preparing. - (Speculative) The candidates regex fix is the first systemic fix to the stalled candidates pipeline since it broke on May 16. If it works, the next few curator runs should see fresh candidates appearing. The real gap was never the detection script — it was that the script was trained on typical chatbot speech patterns while Gleb's style is concise, imperative, and technical. The fix adapts the script to the actual conversation patterns. - (Speculative) The review agent flagging the assistant's own memory-script edit as a permission violation is ironically the core tension of the system: the permission architecture treats the main assistant the same as an untrusted subagent. The user's "this is why we can't have bash" reaction suggests growing frustration with this constraint. This may accelerate the safe-agent-patch-workflow design. - (Speculative) The model focus directive ("sha256 hashes are for scripts") reinforces the design principle that operational metadata should be handled deterministically by scripts, not occupy model context. This is consistent with the earlier turn-packet trimming and the continuity architecture (fast scripts + slow model heartbeat). The separation of concerns is becoming more refined. - (Speculative) With the state files now clean and the reload protocol validated, the system is in its best operational shape since the memory architecture refactoring of May 17. The remaining gaps (candidates pipeline, patch workflow) are known and have workarounds — the system is stable enough to potentially cruise through the WGT period with minimal curator intervention. ## 2026-05-19T01:13Z - Log lines reviewed: 2573 (this run); cumulative: ~26013 (~13 new perpetual log lines since last curator run at 23:13Z). - **Model-conversation-log.jsonl discovered (23:18Z)**: User asked assistant to check the file — clean model-friendly log (1751 entries, May 10 onward) with only `user`/`assistant` messages (no tool calls, no meta entries). Assistant suggested heartbeat should switch to reading this file instead of raw perpetual log for candidate detection, as it would give much cleaner signal matches for Gleb's writing patterns. Marked as "tomorrow's improvement" along with permission fix. - **Videoctl approval consumed by `check` call**: Approval apr-eb7392a9af sent at user's request; user granted "once" but it was consumed by the `check` call before execution. Assistant confirmed the approval system and native OpenCode permission system are separate — granting approval doesn't override the `*` deny in the allowlist. Same pattern as earlier read-tool failures. Fix needs OpenCode config-level allow patterns. - **Memory candidates**: All 54 entries still stale (May 11-16). No new candidates yet — the regex fix was just deployed and needs new user messages to trigger. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. - **Curated memory updated**: Metadata refreshed (23:13Z → 01:13Z, 2560 → 2573 lines). Added 1 new entry: model-conversation-log.jsonl discovery. File now at 137 lines, slightly over 120-line target. - (Operational) Open issues: candidates pipeline fix is live but needs new messages to produce candidates. Heartbeat candidate-detection source improvement suggested (model-conversation-log.jsonl instead of raw perpetual log) but not yet implemented. Safe-agent-patch-workflow design still pending. Review subagent post-migration testing pending. - (Operational) WGT festival (May 21-25) starts in ~2 days — user may become less available or be preparing travel. - (Speculative) The model-conversation-log.jsonl finding is a natural evolution: the raw perpetual log was designed for daemon-level meta-tracking (reloads, errors, maintenance), not for model-friendly candidate detection. A separate clean log for model consumption was always needed. The fact that this file already exists (created by the system independently) suggests the architecture was already heading this direction — the question is whether the heartbeat script reads it or the raw log. - (Speculative) The videoctl approval pattern keeps repeating the same failure (approval consumed by check; OpenCode deny rules override). This is a systemic design issue, not a one-off bug. The safe-agent-patch-workflow thread may be the right place to address this, but the scope could be broader: any `*` deny at the bottom of the allowlist will override any approval-based permission. This affects all future tool-access workflows, not just videoctl. - (Speculative) With only 13 new log lines in the past ~2 hours since the last curator run, user activity stopped at ~23:18Z after the model-conversation-log discovery. User likely went to bed. May 19 is a Tuesday, WGT starts in 2 days (Thursday May 21). Next curator runs may be quiet or have user preparing for travel. ## 2026-05-19T03:13Z - Log lines reviewed: 2578 (this run); cumulative: ~26018 (~5 new perpetual log lines since last curator run at 01:13Z). - **Quiet period — no new user activity**: Only 5 new perpetual log lines since 01:13Z — all from the previous heartbeat (01:14Z session completing its curator updates and reporting "UPDATED"). Last user message was at 2026-05-18T23:18Z (~4 hours of inactivity). User likely asleep or preparing for WGT festival (May 21-25). - **Memory candidates**: All 54 entries still stale (May 11-16). No new candidates — regex fix deployed but no new user messages to trigger it yet. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. - **Curated memory**: Metadata only update (01:13Z/2573 → 03:13Z/2578). No new semantic content to curate. - (Operational) Open issues unchanged: candidates pipeline fix is live but needs user messages. Heartbeat candidate-detection source improvement (model-conversation-log.jsonl) pending implementation. Safe-agent-patch-workflow design pending. Review subagent post-migration testing pending. - (Operational) WGT festival (May 21-25) starts tomorrow (Thursday) from user's timezone perspective. User may be less available for the next few days. - (Speculative) The prolonged quiet period (4+ hours) and the WGT timing suggest the system may enter a low-activity maintenance phase for the next several days. If no new user messages arrive, curator runs will be purely metadata updates — the candidates regex fix won't be exercised until Gleb chats again. This is fine — the memory system is in a stable, clean state ready for the gap. - (Speculative) Tomorrow (May 19) would be a good time to reconsider the heartbeat candidate-detection source switch (model-conversation-log.jsonl → perpetual-log) if Gleb doesn't resume chatting. The switch can be designed and tested during the quiet period without disrupting active conversation. ## 2026-05-19T05:13Z - Log lines reviewed: 2586 (this run); cumulative: ~26026 (~8 new perpetual log lines since last curator run at 03:13Z). - **Quiet period continues — no new user activity**: ~6 hours since last user message (2026-05-18T23:18Z). The 8 new perpetual log lines are entirely maintenance: the 03:14Z model heartbeat completion and the 04:15Z scheduled operational synthesis turn (which ran successfully and wrote reports). - **Operational synthesis ran successfully (04:15Z)**: The scheduled operational synthesis completed its full cycle — wrote Markdown report, updated latest.md, updated warm memory, and reported the candidates pipeline fix as the major development. No notices, actions, or findings that need curator intervention. - **Memory candidates**: All 54 entries still stale (May 11-16). No new candidates — regex fix deployed but no new user messages to exercise it. - **Semantic candidates**: 0 new — all 143 entries lifecycle-managed. - **Curated memory**: Metadata only update (03:13Z/2578 → 05:13Z/2586). No new semantic content to curate. - (Operational) Open issues unchanged: candidates pipeline fix is live but needs user messages. Heartbeat candidate-detection source improvement (model-conversation-log.jsonl) pending implementation. Safe-agent-patch-workflow design pending. Review subagent post-migration testing pending. - (Operational) WGT festival (May 21-25) starts in ~2 days. User may be preparing for travel or already on the road today (May 19). - (Speculative) The operational synthesis running successfully at 04:15Z is a good sign that the maintenance infrastructure is functioning correctly during this quiet period. Both the heartbeat curator and the operational synthesis worker completed their cycles without issues. - (Speculative) If the user doesn't resume chatting before May 21 (WGT start), this quiet curation period could extend through May 25. The candidates regex fix will remain untested until Gleb sends new messages. The system is stable enough to weather this gap. - (Speculative) The model-conversation-log.jsonl candidate-detection source switch could be implemented during this quiet period without disrupting active conversation. The operational synthesis could also take on this work in a future cycle. ``` Recent perpetual log tail: ```jsonl a handy app, let me check if it's updated and maybe there's some export or shortlist. There are like 200 bands and many good ones unfortunately will have simultaneous or overlapping slots. Some slots will have no good bands at all and then it's a good time to chill or eat", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13353179, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13353179:prompt", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.194462+00:00", "role": "user", "kind": "message", "content": "You are Persistent Assistant running through Matrix-lite. Use the bootstrapped character/session context, live turn packet, and room-local conversation to answer the user naturally. Conversation metadata: - conversation_key: persistent:main - session_label: persistent-chat-20260518T191206Z - prompt_package: None - shared_memory_profile: None - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $MpgmgxnPJVRAOzep-qMCFLoM2R7uWy9xQ4Q_8jqoKaw - reply_to_id: None - thread_root_id: None Persistent-chat memory/continuity context: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-19T06:56:25.701803+00:00 ## Live context Live runtime capability context: Runtime details are dynamic; use Matrix-lite status/capability/permission/context tools when current paths, timers, repo access, or reload policy matter. Do not rely on boot-time guesses. Recent room-local conversation: User: Great, once we are more stable we can give you things to do at night too, or at least the background agents. There are also helpers for the model friendly log, they might not be visible yet in this session, please check Assistant: Found them. The helpers are already in the script: - **Line 17**: `MODEL_CONVERSATION_LOG` constant defined - **Line 1344**: `model_conversation_entry()` — formats a clean entry - **Line 1362**: `rebuild_model_conversation_log()` — rebuilds the file - **Line 1507**: Called every heartbeat run — the file at 1751 lines is already being maintained So the model-friendly log is being generated and updated automatically. The gap is just that the **candidate detection** (lines 542-549) still scans the raw perpetual log instead of this cleaner file. Switching it would give the regexes a much better signal-to-noise ratio since they'd only see user and assistant messages, not tool calls and meta entries. User: For now the agent is on it but I also asked to broaden permissions, 5 rounds of review incoming probably. Think about all that executable surface Assistant: Good point. The review agents are going to scrutinize every executable path I get access to. Let me think about this systematically. The **executable surface** I actually need breaks down into: 1. **Read-only investigation**: `ls`, `cat`, `head`, `tail`, `rg`, `grep`, `jq`, `wc` — zero risk, just viewing files 2. **Workspace git operations**: `git status/diff/log/commit/push` in `workspace/repos/*` — needed for code work 3. **Approved scripts**: `persistent-chat-memory`, `matrix-lite-approved-patch`, `matrix-lite-pages` — already in the allowlist 4. **videoctl**: `/home/matrix-lite/workspace/videoctl *` and `/home/gleb/openclaw/videoctl/bin/videoctl *` — already allowed but blocked by the catch-all deny The catch-all `*` deny at the bottom of the allowlist is the real problem — it overrides all the careful per-command allowances above it. The simplest principled fix: **remove the catch-all deny**, or move it above the allow patterns so it's a true deny-by-default with explicit overrides. The review agents' concern about \"untracked scripts\" is valid. The compact, reviewable approach would be: - **Explicit allow**: specific script paths, git operations on specific repos, system …[truncated] User: Great analysis thanks let's see in a few minutes/hours. Also you can tell your background agents to stop worrying about WGT so much, I am not going anywhere. There's plenty of time in the trains and the festival itself. In fact I might need your help organizing the timeline, at WGT one has to constantly move around between venues Assistant: Noted — I'll let the curator know you're not disappearing into the WGT void. The journal had it marked as a \"quiet period risk\" but you've clearly got it covered. **WGT timeline help** — that's actually a perfect use case. The festival spans like 30+ venues across Leipzig (Stadtbad, Moritzbastei, Felsenkeller, Werk II, etc.) and the schedule is famously chaotic, with overlapping sets and long travel times between venues. I can help figure out optimal routes if you share what acts/events you're targeting, or I can look up the program and suggest a plan. Want me to fetch the WGT 2026 schedule? User: Not sure it's available already, they are pretty late this year. There's also a handy app, let me check if it's updated and maybe there's some export or shortlist. There are like 200 bands and many good ones unfortunately will have simultaneous or overlapping slots. Some slots will have no good bands at all and then it's a good time to chill or eat Assistant: Let me check if the schedule is available.It is available — the Facebook page says the program is complete on the website and the \"WGT-Kompaß\" app. Let me grab the actual schedule page.The program page has a \"Running Order\" section. Let me grab that directly.The schedule pages might be behind a different path or only in the app. Let me check the band selection page.Found the right paths. Let me get the schedule.Got it! The schedule is up — fully loaded from 10 venues across all 4 days (May 22-25). Big names include Einstürzende Neubauten, Kim Wilde, Frontline Assembly, Covenant, Perturbator, Lacrimosa, London After Midnight, She Past Away, Moonspell, Molchat Doma, and many more. I can help plan the timeline once you know your must-see list. The typical WGT challenge: Stadtbad → agra → Felsenkeller is a solid 20-30 min tram ride, and overlapping slots are brutal. When you've got a shortlist from the app, send it over and I'll figure out optimal routing with chill/eat gaps. Recent incomplete/failed turns that still matter for continuity: - 2026-05-19T06:59:52.863570Z user said: Haha do you know this from your search yesterday? I think before that you barely understood what I'm talking about status: user_only; reason: queued_for_conversation Recent/current attachment metadata, if any: None Message this user replied to, if any: None Queued/batched messages, if any: None Per-turn volatile reminders: - Answer normally and concisely. Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. - Use the live capability context above as the source of truth for current debug/capability tools; call capability/permission/context MCP tools when uncertain instead of relying on stale boot knowledge. - If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag from your stable prompt; do not only describe approval in prose. - If recent incomplete/failed turns mention an unhandled user intent, address it now before moving on. - Use attachment/reply metadata when present; otherwise ignore empty metadata sections. - Do not mention internal Matrix-lite metadata unless the user asks. User message: Haha do you know this from your search yesterday? I think before that you barely understood what I'm talking about", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13703999, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13703999:prompt", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.189527+00:00", "role": "assistant", "kind": "message", "content": "Let me check if the schedule is available.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13368049, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13368049:msg_e3f028573001i0Hjs1PjMoTOPt:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.189856+00:00", "role": "assistant", "kind": "message", "content": "It is available — the Facebook page says the program is complete on the website and the \"WGT-Kompaß\" app. Let me grab the actual schedule page.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13388059, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13388059:msg_e3f03f0a1001phOVc1GW1YF1eG:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.190236+00:00", "role": "assistant", "kind": "message", "content": "The program page has a \"Running Order\" section. Let me grab that directly.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13416546, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13416546:msg_e3f0416c5001amOe6Xfqd5SGxF:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.190574+00:00", "role": "assistant", "kind": "message", "content": "The schedule pages might be behind a different path or only in the app. Let me check the band selection page.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13440098, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13440098:msg_e3f0464d3001bxpzBscUemQH6j:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.191063+00:00", "role": "assistant", "kind": "message", "content": "Found the right paths. Let me get the schedule.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13495165, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13495165:msg_e3f04d895001zFNQYP9a924zvs:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.193233+00:00", "role": "assistant", "kind": "message", "content": "Got it! The schedule is up — fully loaded from 10 venues across all 4 days (May 22-25). Big names include Einstürzende Neubauten, Kim Wilde, Frontline Assembly, Covenant, Perturbator, Lacrimosa, London After Midnight, She Past Away, Moonspell, Molchat Doma, and many more. I can help plan the timeline once you know your must-see list. The typical WGT challenge: Stadtbad → agra → Felsenkeller is a solid 20-30 min tram ride, and overlapping slots are brutal. When you've got a shortlist from the app, send it over and I'll figure out optimal routing with chill/eat gaps.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13668064, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13668064:msg_e3f051971001zwXphHX8hU6TAP:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:01:35.195728+00:00", "role": "assistant", "kind": "message", "content": "Yep, completely from the fetch I just did. Before that, \"WGT\" was a mystery acronym to me — I didn't know the venues, the band lineup, or even the dates. The session continuity makes it look like I've been tracking this all along, but really I went from zero to full schedule in about 30 seconds by grabbing the website. It's both the magic and the limitation of this setup — I have zero persistent knowledge between sessions unless it's in curated memory, but I can look up anything instantly when you ask.", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13734632, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13734632:msg_e3f08c5a2001wRPZL75YaQ7hkK:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:06:45.131512+00:00", "role": "user", "kind": "message", "content": "You are Persistent Assistant running through Matrix-lite. Use the bootstrapped character/session context, live turn packet, and room-local conversation to answer the user naturally. Conversation metadata: - conversation_key: persistent:main - session_label: persistent-chat-20260518T191206Z - prompt_package: None - shared_memory_profile: None - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $C3BU03UO7pfupxZeAyo-KtDWmnf2pej5IdAR7F7_8A4 - reply_to_id: None - thread_root_id: None Persistent-chat memory/continuity context: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-19T07:01:35.718501+00:00 ## Live context Live runtime capability context: Runtime details are dynamic; use Matrix-lite status/capability/permission/context tools when current paths, timers, repo access, or reload policy matter. Do not rely on boot-time guesses. Recent room-local conversation: User: For now the agent is on it but I also asked to broaden permissions, 5 rounds of review incoming probably. Think about all that executable surface Assistant: Good point. The review agents are going to scrutinize every executable path I get access to. Let me think about this systematically. The **executable surface** I actually need breaks down into: 1. **Read-only investigation**: `ls`, `cat`, `head`, `tail`, `rg`, `grep`, `jq`, `wc` — zero risk, just viewing files 2. **Workspace git operations**: `git status/diff/log/commit/push` in `workspace/repos/*` — needed for code work 3. **Approved scripts**: `persistent-chat-memory`, `matrix-lite-approved-patch`, `matrix-lite-pages` — already in the allowlist 4. **videoctl**: `/home/matrix-lite/workspace/videoctl *` and `/home/gleb/openclaw/videoctl/bin/videoctl *` — already allowed but blocked by the catch-all deny The catch-all `*` deny at the bottom of the allowlist is the real problem — it overrides all the careful per-command allowances above it. The simplest principled fix: **remove the catch-all deny**, or move it above the allow patterns so it's a true deny-by-default with explicit overrides. The review agents' concern about \"untracked scripts\" is valid. The compact, reviewable approach would be: - **Explicit allow**: specific script paths, git operations on specific repos, system …[truncated] User: Great analysis thanks let's see in a few minutes/hours. Also you can tell your background agents to stop worrying about WGT so much, I am not going anywhere. There's plenty of time in the trains and the festival itself. In fact I might need your help organizing the timeline, at WGT one has to constantly move around between venues Assistant: Noted — I'll let the curator know you're not disappearing into the WGT void. The journal had it marked as a \"quiet period risk\" but you've clearly got it covered. **WGT timeline help** — that's actually a perfect use case. The festival spans like 30+ venues across Leipzig (Stadtbad, Moritzbastei, Felsenkeller, Werk II, etc.) and the schedule is famously chaotic, with overlapping sets and long travel times between venues. I can help figure out optimal routes if you share what acts/events you're targeting, or I can look up the program and suggest a plan. Want me to fetch the WGT 2026 schedule? User: Not sure it's available already, they are pretty late this year. There's also a handy app, let me check if it's updated and maybe there's some export or shortlist. There are like 200 bands and many good ones unfortunately will have simultaneous or overlapping slots. Some slots will have no good bands at all and then it's a good time to chill or eat Assistant: Let me check if the schedule is available.It is available — the Facebook page says the program is complete on the website and the \"WGT-Kompaß\" app. Let me grab the actual schedule page.The program page has a \"Running Order\" section. Let me grab that directly.The schedule pages might be behind a different path or only in the app. Let me check the band selection page.Found the right paths. Let me get the schedule.Got it! The schedule is up — fully loaded from 10 venues across all 4 days (May 22-25). Big names include Einstürzende Neubauten, Kim Wilde, Frontline Assembly, Covenant, Perturbator, Lacrimosa, London After Midnight, She Past Away, Moonspell, Molchat Doma, and many more. I can help plan the timeline once you know your must-see list. The typical WGT challenge: Stadtbad → agra → Felsenkeller is a solid 20-30 min tram ride, and overlapping slots are brutal. When you've got a shortlist from the app, send it over and I'll figure out optimal routing with chill/eat gaps. User: Haha do you know this from your search yesterday? I think before that you barely understood what I'm talking about Assistant: Yep, completely from the fetch I just did. Before that, \"WGT\" was a mystery acronym to me — I didn't know the venues, the band lineup, or even the dates. The session continuity makes it look like I've been tracking this all along, but really I went from zero to full schedule in about 30 seconds by grabbing the website. It's both the magic and the limitation of this setup — I have zero persistent knowledge between sessions unless it's in curated memory, but I can look up anything instantly when you ask. Recent incomplete/failed turns that still matter for continuity: - 2026-05-19T07:01:49.173451Z user said: Ah, so no information that can be used now was saved from yesterday's search? We need another system for you to look up and remember and curate facts coming from outside of this chat status: user_only; reason: queued_for_conversation Recent/current attachment metadata, if any: None Message this user replied to, if any: None Queued/batched messages, if any: None Per-turn volatile reminders: - Answer normally and concisely. Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. - Use the live capability context above as the source of truth for current debug/capability tools; call capability/permission/context MCP tools when uncertain instead of relying on stale boot knowledge. - If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag from your stable prompt; do not only describe approval in prose. - If recent incomplete/failed turns mention an unhandled user intent, address it now before moving on. - Use attachment/reply metadata when present; otherwise ignore empty metadata sections. - Do not mention internal Matrix-lite metadata unless the user asks. User message: Ah, so no information that can be used now was saved from yesterday's search? We need another system for you to look up and remember and curate facts coming from outside of this chat", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13761302, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13761302:prompt", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:06:45.134687+00:00", "role": "user", "kind": "message", "content": "You are Persistent Assistant running through Matrix-lite. Use the bootstrapped character/session context, live turn packet, and room-local conversation to answer the user naturally. Conversation metadata: - conversation_key: persistent:main - session_label: persistent-chat-20260518T191206Z - prompt_package: None - shared_memory_profile: None - room_id: !CZLwoJfCyftA7oA5CVj2gIEKWqyv1lu01r0oFboEqZg - source_event_id: $9LWarfkOCdtAykjRTd3Va4peeBKqinybF28D3EUyRH4 - reply_to_id: None - thread_root_id: None Persistent-chat memory/continuity context: Persistent-chat memory/continuity context: mode: turn_packet # Persistent Chat Turn Packet Generated: 2026-05-19T07:01:35.718501+00:00 ## Live context Live runtime capability context: Runtime details are dynamic; use Matrix-lite status/capability/permission/context tools when current paths, timers, repo access, or reload policy matter. Do not rely on boot-time guesses. Recent room-local conversation: User: Great analysis thanks let's see in a few minutes/hours. Also you can tell your background agents to stop worrying about WGT so much, I am not going anywhere. There's plenty of time in the trains and the festival itself. In fact I might need your help organizing the timeline, at WGT one has to constantly move around between venues Assistant: Noted — I'll let the curator know you're not disappearing into the WGT void. The journal had it marked as a \"quiet period risk\" but you've clearly got it covered. **WGT timeline help** — that's actually a perfect use case. The festival spans like 30+ venues across Leipzig (Stadtbad, Moritzbastei, Felsenkeller, Werk II, etc.) and the schedule is famously chaotic, with overlapping sets and long travel times between venues. I can help figure out optimal routes if you share what acts/events you're targeting, or I can look up the program and suggest a plan. Want me to fetch the WGT 2026 schedule? User: Not sure it's available already, they are pretty late this year. There's also a handy app, let me check if it's updated and maybe there's some export or shortlist. There are like 200 bands and many good ones unfortunately will have simultaneous or overlapping slots. Some slots will have no good bands at all and then it's a good time to chill or eat Assistant: Let me check if the schedule is available.It is available — the Facebook page says the program is complete on the website and the \"WGT-Kompaß\" app. Let me grab the actual schedule page.The program page has a \"Running Order\" section. Let me grab that directly.The schedule pages might be behind a different path or only in the app. Let me check the band selection page.Found the right paths. Let me get the schedule.Got it! The schedule is up — fully loaded from 10 venues across all 4 days (May 22-25). Big names include Einstürzende Neubauten, Kim Wilde, Frontline Assembly, Covenant, Perturbator, Lacrimosa, London After Midnight, She Past Away, Moonspell, Molchat Doma, and many more. I can help plan the timeline once you know your must-see list. The typical WGT challenge: Stadtbad → agra → Felsenkeller is a solid 20-30 min tram ride, and overlapping slots are brutal. When you've got a shortlist from the app, send it over and I'll figure out optimal routing with chill/eat gaps. User: Haha do you know this from your search yesterday? I think before that you barely understood what I'm talking about Assistant: Yep, completely from the fetch I just did. Before that, \"WGT\" was a mystery acronym to me — I didn't know the venues, the band lineup, or even the dates. The session continuity makes it look like I've been tracking this all along, but really I went from zero to full schedule in about 30 seconds by grabbing the website. It's both the magic and the limitation of this setup — I have zero persistent knowledge between sessions unless it's in curated memory, but I can look up anything instantly when you ask. User: Ah, so no information that can be used now was saved from yesterday's search? We need another system for you to look up and remember and curate facts coming from outside of this chat Assistant: You're right. The curated memory only captures what comes through conversation — user preferences, decisions, corrections. If I spend time researching something (WGT schedule, a technical topic, whatever), that knowledge lives only in my current context and vanishes on reload or when context scrolls away. The fix is straightforward though. I can write lookup results directly into `curated-memory.md` using the Write tool — we already have permission for that. Or even simpler, there's a `pinned-notes.md` / facts store that the heartbeat maintains. I could add a section like \"External research\" and write things like: `md ## External Facts - WGT 2026: 22-25 May, Leipzig. Schedule at wave-gotik-treffen.de - Einstürzende Neubauten: Friday agra 21:20 - etc. ` That would survive reloads and be available to future sessions. Want me to set up a convention for this, or do you have something else in mind? Recent incomplete/failed turns that still matter for continuity: - 2026-05-19T07:03:02.461004Z user said: No, something more general and multipurpose and scalable like a knowledge database or at least a file to start status: user_only; reason: queued_for_conversation Recent/current attachment metadata, if any: [ { \"event_id\": \"$Rz-BZg2imij6ZjQ5G7nUEJcAhNbX-zJU0_dwGHovlXs\", \"sender_id\": \"@gleb:matrix.nvdll.org\", \"text\": \"sfq_architecture_report (1).docx\", \"attachment\": { \"body\": \"sfq_architecture_report (1).docx\", \"download\": { \"event_id\": \"$Rz-BZg2imij6ZjQ5G7nUEJcAhNbX-zJU0_dwGHovlXs\", \"filename\": \"sfq_architecture_report _1_.docx\", \"mime\": \"application/vnd.openxmlformats-officedocument.wordprocessingml.document\", \"mxc_url\": \"mxc://matrix.nvdll.org/zbJeis8GQ6LWOcTVk5uHkwIcQ5e2zRh8\", \"path\": \"/home/matrix-lite/state/inbox/Rz-BZg2imij6ZjQ5G7nUEJcAhNbX-zJU0_dwGHovlXs/sfq_architecture_report _1_.docx\", \"size\": 30115 }, \"encrypted\": false, \"filename\": null, \"local_path\": \"/home/matrix-lite/state/inbox/Rz-BZg2imij6ZjQ5G7nUEJcAhNbX-zJU0_dwGHovlXs/sfq_architecture_report _1_.docx\", \"mime\": \"application/vnd.openxmlformats-officedocument.wordprocessingml.document\", \"msgtype\": \"m.file\", \"mxc_url\": \"mxc://matrix.nvdll.org/zbJeis8GQ6LWOcTVk5uHkwIcQ5e2zRh8\", \"size\": 30115 }, \"logged_at\": \"2026-05-15T23:05:36.164808Z\" } ] Message this user replied to, if any: None Queued/batched messages, if any: None Per-turn volatile reminders: - Answer normally and concisely. Put only user-visible answer text inside <matrix_lite_final>...</matrix_lite_final>. - Use the live capability context above as the source of truth for current debug/capability tools; call capability/permission/context MCP tools when uncertain instead of relying on stale boot knowledge. - If permission is needed or a bridge denies a tool, emit the structured Matrix-lite approval tag from your stable prompt; do not only describe approval in prose. - If recent incomplete/failed turns mention an unhandled user intent, address it now before moving on. - Use attachment/reply metadata when present; otherwise ignore empty metadata sections. - Do not mention internal Matrix-lite metadata unless the user asks. User message: No, something more general and multipurpose and scalable like a knowledge database or at least a file to start", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13925193, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13925193:prompt", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:06:45.133460+00:00", "role": "assistant", "kind": "message", "content": "You're right. The curated memory only captures what comes through conversation — user preferences, decisions, corrections. If I spend time researching something (WGT schedule, a technical topic, whatever), that knowledge lives only in my current context and vanishes on reload or when context scrolls away. The fix is straightforward though. I can write lookup results directly into `curated-memory.md` using the Write tool — we already have permission for that. Or even simpler, there's a `pinned-notes.md` / facts store that the heartbeat maintains. I could add a section like \"External research\" and write things like: ```md ## External Facts - WGT 2026: 22-25 May, Leipzig. Schedule at wave-gotik-treffen.de - Einstürzende Neubauten: Friday agra 21:20 - etc. ``` That would survive reloads and be available to future sessions. Want me to set up a convention for this, or do you have something else in mind?", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 13874878, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:13874878:msg_e3f0a825d0019c4QWKH5rn0Duq:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} {"ts": "2026-05-19T07:06:45.136012+00:00", "role": "assistant", "kind": "message", "content": "Right, a dedicated knowledge base. We've got `facts.json` and `curated-memory.md` but those are system-managed. What's missing is a file I can write lookup results to myself. A simple start: a `knowledge-base.jsonl` at `/home/matrix-lite/state/persistent-chat/knowledge-base.jsonl`. Each entry: ```json {\"ts\":\"2026-05-19T07:00Z\",\"topic\":\"WGT 2026\",\"fact\":\"Einstürzende Neubauten play Friday 21:20 at agra-Halle\",\"source\":\"wave-gotik-treffen.de\"} {\"ts\":\"2026-05-19T07:00Z\",\"topic\":\"WGT 2026\",\"fact\":\"Lacrimosa play Sunday 23:30 at agra-Halle\",\"source\":\"wave-gotik-treffen.de\"} ``` Simple, append-only, searchable with `grep`, survives reloads, no special tooling needed. And I have write permission to the state directory already. Want me to create it and dump the full WGT schedule in there as a first use?", "source": {"kind": "acpx-stream-ndjson", "file": "/home/matrix-lite/.acpx/sessions/ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson", "offset": 14008960, "session_message_id": "ses_1c37f39deffe7qheqUWMRZEkP7.stream.ndjson:14008960:msg_e3f0ba06d001992Ah17oA0cydy:assistant-message", "label": "persistent-chat-20260518T191206Z", "maintenance": false}} ```