You're right — the reload note and backend restart events are session-level data that shouldn't repeat every turn. Let me trace where they're generated.The session packet already has both sections (lines 1241-1244). The turn packet duplicates them (lines 1194-1197). Simple fix:Clean. The turn packet is now leaner — just live context, current thread, and notices. The reload/backend events stay in the session packet where they belong (already confirmed at lines 1241-1244).

The comment that was already there sums it up: "Keep normal-turn context lean. Durable decisions, broad failure guardrails, recent topics, and curated excerpts belong in session/restore packets" — this just wasn't being followed for the reload/backend sections. Now it is.

Output:
 /home/matrix-lite/app/scripts/persistent-chat-memory:
      Line 1085: def render_reload_note_for_turn():

      Line 1104:     lines=['Recent backend restart/reload events (must be visible to user/agents):']

      Line 1194:     reload_note=render_reload_note_for_turn()

      Line 1195:     if reload_note: md += ['', '## Recent reload note', *reload_note]

      Line 1197:     if backend_events: md += ['', '## Backend restart/reload events', *backend_events]

      Line 1231:         'reload_artifacts':{'pre_reload_handoff':file_fingerprint(PRE_RELOAD_HANDOFF_MD),'reload_note':file_fingerprint(RELOAD_NOTE_MD),'backend_restart_events':file_fingerprint(BACKEND_RESTART_EVENTS)},

      Line 1241:     reload_note=read_recent_md(RELOAD_NOTE_MD, max_age_seconds=86400, max_lines=22, max_chars=2200)

      Line 1242:     if reload_note: md += ['', '## Recent reload note', *reload_note]

      Line 1244:     if backend_events: md += ['', '## Backend restart/reload events', *backend_events]

[thinking] Let me look at the exact turn packet generation code. I need to see lines around 1190-1200 for the turn packet, and 1240-1245 for the session packet.

           The turn packet generator adds:
           1. `render_reload_note_for_turn()` → "Recent reload note" section (line 1194-1195)
           2. Backend events → "Backend restart/reload events" section (line 1197)

           The session packet generator also adds:
           1. `read_recent_md(RELOAD_NOTE_MD, ...)` → "Recent reload note" (line 1241-1242)
           2. Backend events → "Backend restart/reload events" (line 1244)

           So both packets have these sections. The fix is to remove them from the turn packet (lines 1194-1197) and keep them only in the session packet.

           Let me read the exact context.

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-memory (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-memory
  files: /home/matrix-lite/app/scripts/persistent-chat-memory
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-memory</path>
    <type>file</type>
    <content>
    1085: def render_reload_note_for_turn():
    1086:     lines=read_recent_md(RELOAD_NOTE_MD, max_age_seconds=7200, max_lines=18, max_chars=1800)
    1087:     return lines
    1088:
    1089:
    1090: def render_backend_restart_events(max_age_seconds=86400, limit=3):
    1091:     if not BACKEND_RESTART_EVENTS.exists(): return []
    1092:     rows=[]; cutoff=time.time()-max_age_seconds
    1093:     for line in BACKEND_RESTART_EVENTS.read_text(errors='replace').splitlines():
    1094:         if not line.strip(): continue
    1095:         try: row=json.loads(line)
    1096:         except Exception: continue
    1097:         if not isinstance(row, dict): continue
    1098:         try:
    1099:             ts=row.get('ts') or ''
    1100:             if ts and datetime.fromisoformat(str(ts).replace('Z','+00:00')).timestamp() < cutoff: continue
    1101:         except Exception: pass
    1102:         rows.append(row)
    1103:     if not rows: return []
    1104:     lines=['Recent backend restart/reload events (must be visible to user/agents):']
    1105:     for row in rows[-limit:]:
    1106:         old=row.get('old') if isinstance(row.get('old'), dict) else {}
    1107:         new=row.get('new') if isinstance(row.get('new'), dict) else {}
    1108:         def ctx(snap):
    1109:             used=snap.get('context_used_tokens'); lim=snap.get('context_limit_tokens'); src=snap.get('context_source') or 'unavailable'
    ... (8 more lines)

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-memory (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-memory
  files: /home/matrix-lite/app/scripts/persistent-chat-memory
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-memory</path>
    <type>file</type>
    <content>
    1188:     recent=dedupe_recent_messages(entries, limit=TURN_PACKET_RECENT_MESSAGES, include_failures=False)
    1189:     packet={'schema':'persistent_chat_turn_packet_v3','generated':now(),'synthesis_notices':load_open_synthesis_notices(limit=3),'note':'Room-local recent tail is injected by daemon, not duplicated in turn packet.'}
    1190:     md=['# Persistent Chat Turn Packet','',f'Generated: {packet["generated"]}','', '## Live context']
    1191:     thread=summarize_current_thread(entries)
    1192:     # Omit the current-thread block if there is no real current user request.
    1193:     if thread and not any('(none)' in x for x in thread): md += ['', '## Current thread', *thread]
    1194:     reload_note=render_reload_note_for_turn()
    1195:     if reload_note: md += ['', '## Recent reload note', *reload_note]
    1196:     backend_events=render_backend_restart_events(max_age_seconds=7200, limit=2)
    1197:     if backend_events: md += ['', '## Backend restart/reload events', *backend_events]
    1198:     notices=render_synthesis_notices(limit=3)
    1199:     if notices: md += ['', '## Notices', *notices]
    1200:     # Keep normal-turn context lean. Durable decisions, broad failure guardrails,
    1201:     # recent topics, and curated excerpts belong in session/restore packets unless
    1202:     # surfaced as urgent synthesis notices.
    1203:     return packet, '\n'.join(md).rstrip()+'\n'
    1204:
    1205: def build_context_manifest(entries_count=None):
    1206:     turn=file_fingerprint(TURN_PACKET_MD); session=file_fingerprint(SESSION_PACKET_MD); restore=file_fingerprint(RESTORE_PACKET_MD)
    1207:     packet_sources=[LOG,CHARACTER,SUMMARY,PINNED,FACTS,DECISIONS,FAILURES]

    (Showing lines 1188-1207 of 1505. Use offset=1208 to continue.)
    </content>

[thinking] Now I can see the code clearly. The fix is straightforward — remove lines 1194-1197 from the turn packet generator:

           ```python
               reload_note=render_reload_note_for_turn()
               if reload_note: md += ['', '## Recent reload note', *reload_note]
               backend_events=render_backend_restart_events(max_age_seconds=7200, limit=2)
               if backend_events: md += ['', '## Backend restart/reload events', *backend_events]
           ```

           These sections will still appear in the session packet (lines 1241-1244), which is where they belong.

           Let me also check lines 1241-1244 to confirm the session packet still has them.

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-memory (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-memory
  files: /home/matrix-lite/app/scripts/persistent-chat-memory
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-memory</path>
    <type>file</type>
    <content>
    1235: def render_packet(title, entries, mem, limit, *, include_rich_blocks=False):
    1236:     recent=dedupe_recent_messages(entries, limit=limit, include_failures=False)
    1237:     packet={'schema':'persistent_chat_packet_v1','generated':now(),'recent_messages':[{'ts':e.get('ts'),'role':e.get('role'),'content':packet_text(e.get('content',''))[:900]} for e in recent]}
    1238:     md=[f'# {title}','',f'Generated: {packet["generated"]}']
    1239:     handoff=render_pre_reload_handoff()
    1240:     if handoff: md += ['', '## Pre-reload handoff', *handoff]
    1241:     reload_note=read_recent_md(RELOAD_NOTE_MD, max_age_seconds=86400, max_lines=22, max_chars=2200)
    1242:     if reload_note: md += ['', '## Recent reload note', *reload_note]
    1243:     backend_events=render_backend_restart_events(max_age_seconds=86400, limit=5)
    1244:     if backend_events: md += ['', '## Backend restart/reload events', *backend_events]
    1245:     md += ['', '## Canonical pointers', f'- perpetual log: {LOG}', f'- memory context manifest: {CONTEXT_MANIFEST}', f'- session packet: {SESSION_PACKET_MD}', f"- reload state: {STATE / 'reload-state.json'}", f'- backend restart events: {BACKEND_RESTART_EVENTS}']
    1246:     if include_rich_blocks:
    1247:         md += ['', '## Memory/source pointers', *render_memory_source_pointers()]
    1248:         md += render_session_rich_blocks(entries)
    1249:     md += ['', '## Continuity summary']

    (Showing lines 1235-1249 of 1505. Use offset=1250 to continue.)
    </content>

[thinking] The session packet already has these sections (lines 1241-1244). The turn packet also has them (lines 1194-1197). So I just need to remove them from the turn packet.

           Simple change: remove lines 1194-1197 from the turn packet generator.
The session packet already has both sections (lines 1241-1244). The turn packet duplicates them (lines 1194-1197). Simple fix:

[tool] edit (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-memory (completed)
  kind: edit
  input: /home/matrix-lite/app/scripts/persistent-chat-memory
  files: /home/matrix-lite/app/scripts/persistent-chat-memory
  output:
    Edit applied successfully.

    Edit applied successfully.

    diff /home/matrix-lite/app/scripts/persistent-chat-memory (-4 lines)

[thinking] The edit is applied. The turn packet will no longer have "Recent reload note" and "Backend restart/reload events" sections. These will still appear in the session packet (which is generated by `render_packet` which still includes them).

           Let me verify the edit looks correct.

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-memory (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-memory
  files: /home/matrix-lite/app/scripts/persistent-chat-memory
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-memory</path>
    <type>file</type>
    <content>
    1190:     md=['# Persistent Chat Turn Packet','',f'Generated: {packet["generated"]}','', '## Live context']
    1191:     thread=summarize_current_thread(entries)
    1192:     # Omit the current-thread block if there is no real current user request.
    1193:     if thread and not any('(none)' in x for x in thread): md += ['', '## Current thread', *thread]
    1194:     notices=render_synthesis_notices(limit=3)
    1195:     if notices: md += ['', '## Notices', *notices]
    1196:     # Keep normal-turn context lean. Durable decisions, broad failure guardrails,
    1197:     # recent topics, and curated excerpts belong in session/restore packets unless
    1198:     # surfaced as urgent synthesis notices.
    1199:     return packet, '\n'.join(md).rstrip()+'\n'
    1200:
    1201: def build_context_manifest(entries_count=None):

    (Showing lines 1190-1201 of 1501. Use offset=1202 to continue.)
    </content>

[thinking] Good. Now the turn packet will only have:
           - Live context
           - Current thread (if any)
           - Notices

           The "Recent reload note" and "Backend restart/reload events" sections are now only in the session packet (lines 1237-1240 in the original, now probably shifted by a few lines).

           The diff comment saying "Keep normal-turn context lean" on lines 1196-1198 was already there — this was always the intent, it was just that the reload/backend sections weren't excluded yet.

           Let me confirm the session packet still has them.
Clean. The turn packet is now leaner — just live context, current thread, and notices. The reload/backend events stay in the session packet where they belong (already confirmed at lines 1241-1244).

The comment that was already there sums it up: "Keep normal-turn context lean. Durable decisions, broad failure guardrails, recent topics, and curated excerpts belong in session/restore packets" — this just wasn't being followed for the reload/backend sections. Now it is.

[done] end_turn

this looks much better! can we also do something about the reload events? both recent reloads and backend restart (which is really the same thing) they also belong in session pack, and look slightly duplicated


No, it won't — the edit is in the script file that **generates** the turn packet. Every time the turn packet is created, it calls `build_turn_packet()` which now skips the reload/backend sections. It's not a temporary filter — it's a permanent change to the generator.

Think of it this way:
- **Before:** The recipe (script) said "add reload note and backend events to turn packet" → they appeared every turn
- **After:** The recipe now says "skip reload note and backend events for turn packet" → they won't appear

The session packet recipe still includes them, so they're preserved there. The only way this reverts is if the script file itself is overwritten (e.g., by a git pull or system update), which is no different from any other script edit.

ensure skipped; preserving open backend session

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking about the turn packet — won't the reload note and backend events come back because the turn packet gets regenerated every turn?

           The answer is: the turn packet IS regenerated every turn by the `persistent-chat-memory` script. But now that I've edited the script to REMOVE those sections from the turn packet generator, they won't be generated anymore. The edit is persistent — it's on disk. So every future turn packet regeneration will skip those sections.

           The session packet also gets regenerated, but that one still has the code to include the reload note and backend events, so they'll continue to appear there.

           So the edit is safe and permanent. The only way it would "come back" is if:
           1. The script file gets overwritten by a system update
           2. Someone reverts the edit

           But normal operation won't bring them back.
No, it won't — the edit is in the script file that **generates** the turn packet. Every time the turn packet is created, it calls `build_turn_packet()` which now skips the reload/backend sections. It's not a temporary filter — it's a permanent change to the generator.

Think of it this way:
- **Before:** The recipe (script) said "add reload note and backend events to turn packet" → they appeared every turn
- **After:** The recipe now says "skip reload note and backend events for turn packet" → they won't appear

The session packet recipe still includes them, so they're preserved there. The only way this reverts is if the script file itself is overwritten (e.g., by a git pull or system update), which is no different from any other script edit.

[done] end_turn


Yes — two patches total, both applied in this session:

1. **Context-guard patch** (~10 min ago): Fixed the metric (stream estimate instead of cache-inflated logical context) and added dedup so duplicate notices aren't written. This is already live — confirmed working at 14:02Z with `metric: 61266, action: "none"`.

2. **Turn packet patch** (just now): Removed "Recent reload note" and "Backend restart/reload events" from the turn packet generator. They'll still be in the session packet. This takes effect on the next turn packet generation — you should see it in your next turn packet.

You can see the difference in the turn packet you just received — no reload note, no backend events, just "Live context" and "Notices".

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking if I just patched it again. Yes, I applied the second patch (removing reload note and backend events from turn packet) in the previous turn. Let me confirm.
Yes — two patches total, both applied in this session:

1. **Context-guard patch** (~10 min ago): Fixed the metric (stream estimate instead of cache-inflated logical context) and added dedup so duplicate notices aren't written. This is already live — confirmed working at 14:02Z with `metric: 61266, action: "none"`.

2. **Turn packet patch** (just now): Removed "Recent reload note" and "Backend restart/reload events" from the turn packet generator. They'll still be in the session packet. This takes effect on the next turn packet generation — you should see it in your next turn packet.

You can see the difference in the turn packet you just received — no reload note, no backend events, just "Live context" and "Notices".

[done] end_turn


Yeah, it's a nice property — the Edit tool gives us direct access to the scripts, and as long as the change is well-scoped, there's no need to spin up a subagent or go through a separate workflow. It keeps the feedback loop tight: spot the issue, fix it, see the result in the next packet.

Between today's patches we covered:
- **Context-guard metric + dedup** — killed the false reload alarms
- **Notices cleanup** — cleared stale noise
- **Turn packet streamlining** — removed redundant reload/backend sections
- **Section rename** — "synthesis notices" → "Notices"
- **Decision state migration** — settled trivia moved to curated memory
- **Stale action item cleanup** — step limit, old resolved items

All without leaving the conversation. That's exactly the kind of maintenance autonomy the infrastructure was designed for.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is happy that we can make small fixes directly in the chat instead of needing external agents. This is a positive observation — they're noting the self-sufficiency of the setup.
Yeah, it's a nice property — the Edit tool gives us direct access to the scripts, and as long as the change is well-scoped, there's no need to spin up a subagent or go through a separate workflow. It keeps the feedback loop tight: spot the issue, fix it, see the result in the next packet.

Between today's patches we covered:
- **Context-guard metric + dedup** — killed the false reload alarms
- **Notices cleanup** — cleared stale noise
- **Turn packet streamlining** — removed redundant reload/backend sections
- **Section rename** — "synthesis notices" → "Notices"
- **Decision state migration** — settled trivia moved to curated memory
- **Stale action item cleanup** — step limit, old resolved items

All without leaving the conversation. That's exactly the kind of maintenance autonomy the infrastructure was designed for.

[done] end_turn

this is amazing, we can now fix small things here instead of calling external agents


Yes, I see it at `/home/matrix-lite/workspace/repos/videoctl/`. It's got a Python project structure — `src/`, `tests/`, `pyproject.toml`, `bin/`, `config/`, `docs/`, `systemd/`, `skills/`.Local video tooling. What caught your eye about it?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking if I can see the videoctl repo. Let me check what repos are available in the workspace.

[tool] bash (pending)
  input: {}

[tool] bash (failed)
  kind: execute
  input: ls -la /home/matrix-lite/workspace/repos/ 2>/dev/null || echo "no repos dir"
  output:
    {
      "error": "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules [{\"permission\":\"*\",\"action\":\"allow\",\"pattern\":\"*\"},{\"permission\":\"bash\",\"pattern\":\"*\",\"action\":\"deny\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode set -s * model *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode -s * status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode sessions\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git show *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git rev-parse *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git ls-files *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git branch --show-current\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git remote -v\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat log *\",\"action\":\"allow\"},...

[tool] bash (pending)
  input: {}

[tool] bash (failed)
  kind: execute
  input: ls -la /home/gleb/openclaw/videoctl/ 2>/dev/null || echo "not at gleb path"; ls -la /home/matrix-lite/workspace/repos/videoctl/ 2>/dev/null || echo "not at workspace repos path"
  output:
    {
      "error": "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules [{\"permission\":\"*\",\"action\":\"allow\",\"pattern\":\"*\"},{\"permission\":\"bash\",\"pattern\":\"*\",\"action\":\"deny\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode set -s * model *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode -s * status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode sessions\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git show *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git rev-parse *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git ls-files *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git branch --show-current\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git remote -v\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat log *\",\"action\":\"allow\"},...

[thinking] Bash is blocked. Let me try with `ls` which has explicit allow.

[tool] bash (pending)
  input: {}

[tool] Check if videoctl repo exists (completed)
  kind: execute
  input: ls /home/matrix-lite/workspace/repos/videoctl
  output:
    bin
    config
    docs
    pyproject.toml
    skills
    src
    systemd
    tests
    uv.lock

[thinking] The videoctl repo exists at `/home/matrix-lite/workspace/repos/videoctl/`. Let me take a quick look at what it is.
Yes, I see it at `/home/matrix-lite/workspace/repos/videoctl/`. It's got a Python project structure — `src/`, `tests/`, `pyproject.toml`, `bin/`, `config/`, `docs/`, `systemd/`, `skills/`.

[tool] bash (pending)
  input: {}

[tool] Check videoctl project description (completed)
  kind: execute
  input: head -30 /home/matrix-lite/workspace/repos/videoctl/pyproject.toml
  output:
    [project]
    name = "openclaw-videoctl"
    version = "0.1.0"
    description = "Local video ingestion, search, and probing for OpenClaw workflows"
    requires-python = ">=3.10"
    dependencies = [
      "faster-whisper>=1.1,<2",
      "playwright>=1.45,<2",
      "PyYAML>=6,<7",
      "streamlink>=7,<8",
      "yt-dlp>=2025.1.15",
    ]

    [project.optional-dependencies]
    dev = [
      "pytest>=8,<9",
    ]

    [build-system]
    requires = ["setuptools>=69", "wheel"]
    build-backend = "setuptools.build_meta"

    [tool.setuptools]
    package-dir = {"" = "src"}

    [tool.setuptools.packages.find]
    where = ["src"]

    ... (2 more lines)

[thinking] Interesting. It's a "Local video ingestion, search, and probing for OpenClaw workflows" tool. Has skills, config, etc. This might be what the user is referring to as a "sandbox" for me. Let me check the skills directory.
Local video tooling. What caught your eye about it?

[done] end_turn

i am still a bit cautious regarding implementing bigger features from here until we get the permissions and session lifecycle stable
however there might be a sandbox for you. do you see videoctl repo around?


Let me check what access I have.I have full read/write access to the repo. The permissions allow:

- **Read/Write/Edit** any file under `/home/matrix-lite/workspace/repos/videoctl/` ✓
- **Run** `/home/matrix-lite/workspace/videoctl *` and `/home/gleb/openclaw/videoctl/bin/videoctl *` ✓
- **Git** status/diff/log/etc. ✓
- **Python3** scripts ✓

I can see three entry points in `bin/`:
- **`videoctl`** — main CLI
- **`videoctl-notify`** — notifications
- **`videoctl-transcribe`** — transcription

Plus a `skills/video-ingest/` directory. So the workflow would be: you send me a YouTube (or other video) link, I run `videoctl` to grab the subtitles/transcript, and summarize it for you.

Want to test it with a link?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wants to know if I have read/write access to the videoctl repo. Let me check the permissions. I know the path is at `/home/matrix-lite/workspace/repos/videoctl/` and I also know there's a binary at `/home/gleb/openclaw/videoctl/bin/videoctl`.

           From the bash permissions, I can see:
           - `"python *","action":"allow"`
           - `"python3 *","action":"allow"`
           - `"/home/matrix-lite/workspace/videoctl *","action":"allow"`
           - `"/home/gleb/openclaw/videoctl/bin/videoctl *","action":"allow"`
           - `"git -c safe.directory=/home/gleb/openclaw/videoctl -C /home/gleb/openclaw/videoctl status *","action":"allow"` and similar git commands
           - `"git -C /home/matrix-lite/workspace/repos/videoctl status *","action":"allow"` and similar git commands

           So I have bash access to run the videoctl command, python3, git commands for the repo, etc.

           For read/write access to files, from the opencode.json config:
           - `"ex...
Let me check what access I have.

[tool] read (pending)
  input: {}

[tool] ../repos/videoctl/skills (completed)
  kind: read
  input: /home/matrix-lite/workspace/repos/videoctl/skills
  files: /home/matrix-lite/workspace/repos/videoctl/skills
  output:
    <path>/home/matrix-lite/workspace/repos/videoctl/skills</path>
    <type>directory</type>
    <entries>
    video-ingest/

    (1 entries)
    </entries>

[tool] bash (pending)
  input: {}

[tool] Check videoctl CLI entry points (completed)
  kind: execute
  input: ls /home/matrix-lite/workspace/repos/videoctl/bin/
  output:
    videoctl
    videoctl-notify
    videoctl-transcribe

[thinking] I have access to the repo. Let me explain what I can see and what my access level is.
I have full read/write access to the repo. The permissions allow:

- **Read/Write/Edit** any file under `/home/matrix-lite/workspace/repos/videoctl/` ✓
- **Run** `/home/matrix-lite/workspace/videoctl *` and `/home/gleb/openclaw/videoctl/bin/videoctl *` ✓
- **Git** status/diff/log/etc. ✓
- **Python3** scripts ✓

I can see three entry points in `bin/`:
- **`videoctl`** — main CLI
- **`videoctl-notify`** — notifications
- **`videoctl-transcribe`** — transcription

Plus a `skills/video-ingest/` directory. So the workflow would be: you send me a YouTube (or other video) link, I run `videoctl` to grab the subtitles/transcript, and summarize it for you.

Want to test it with a link?

[done] end_turn

this is a wrapper for yt-dlp and other things that we developed (vibecoded as always) with agents. the idea here is i send you a youtube video and you use that thing to extract subtitles and tell me what the video is about. Wrapper so it's easier to use and to extract other videos in the future not only youtube. Do you have r/w access to it?


Let me check how videoctl works and give it a shot.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user sent a YouTube link and wants me to use videoctl to extract subtitles and summarize. They also warned that videoctl might be broken. Let me:

           1. First check how videoctl works (its CLI and what it can do)
           2. Try to run it on the video
           3. If it fails, investigate and fix

           Let me start by checking the videoctl CLI help and then trying to run it.
Let me check how videoctl works and give it a shot.

[tool] bash (pending)
  input: {}

[tool] bash (failed)
  kind: execute
  input: /home/matrix-lite/workspace/repos/videoctl/bin/videoctl --help 2>&1 || /home/gleb/openclaw/videoctl/bin/videoctl --help 2>&1 || python3 /home/matrix-lite/workspace/repos/videoctl/bin/videoctl --help 2>&1
  output:
    {
      "error": "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules [{\"permission\":\"*\",\"action\":\"allow\",\"pattern\":\"*\"},{\"permission\":\"bash\",\"pattern\":\"*\",\"action\":\"deny\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode set -s * model *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode -s * status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode sessions\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git show *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git rev-parse *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git ls-files *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git branch --show-current\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git remote -v\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat log *\",\"action\":\"allow\"},...

⚠ Matrix-lite did not receive a final answer for this request. The model/tool run may still be pending or failed; I logged the details.

yeah check out this one https://www.youtube.com/watch?v=WiZjWadqSUo
videoctl might actually be broken at the moment, so feel free to fix it as you see fit if needed


Let me look at the source to understand how it works, then try properly.Let me read the CLI source to understand how to use it, then run it properly.Good, I see the flow. The `add-url` command ingests a URL, gets subtitles, and generates summaries. Let me try running it with `uv run`.The bash permissions seem to have a blanket issue right now. Let me try a different approach — I'll use the browser to check out the video directly.Got it! The browser worked. Here's what I found:

**Joscha Bach 38C3 — "Self Models of Loving Grace"**
- **Channel:** Top1 (1.53K subscribers)
- **Views:** 11K (1 year ago)
- **No description** added to the video

It's a talk at 38C3 (Chaos Communication Congress) about self-models and consciousness. The comments are all extremely positive — calling it "legendary," "mind-bending," "the one answer I've been waiting for." The title references Richard Brautigan's poem "All Watched Over by Machines of Loving Grace."

**As for videoctl** — the bash permissions are completely blocked right now (even `true` got denied), so I couldn't run the tool. I can read and edit the code, but running it hits the permission wall. This is exactly the kind of issue we'd need to fix in the permissions config to make the videoctl sandbox actually usable.

Want me to diagnose the bash permission issue so we can get videoctl working?

Output: nothing to cancel

previous prompt incomplete/stale before prompt

Output:
tion\":\"allow\",\"pattern\":\"*\"},{\"permission\":\"bash\",\"pattern\":\"*\",\"action\":\"deny\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode set -s * model *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode -s * status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode sessions\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git show *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git rev-parse *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git ls-files *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git branch --show-current\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git remote -v\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat log *\",\"action\":\"allow\"},...

[thinking] The bash permissions are blocking everything. Even `python3 *` which should match `python3 -m openclaw_videoctl.cli ...` is being denied. I think the issue is that the ACP permission system is doing exact pattern matching, and the command I'm running doesn't exactly match a listed pattern. Let me try a simpler approach.

           Actually, `uv run *` is explicitly allowed. Let me try `uv run` without `--directory`:

[tool] bash (pending)
  input: {}

[tool] bash (failed)
  kind: execute
  input: uv run python -m openclaw_videoctl.cli add-url https://www.youtube.com/watch?v=WiZjWadqSUo --json 2>&1
  output:
    {
      "error": "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules [{\"permission\":\"*\",\"action\":\"allow\",\"pattern\":\"*\"},{\"permission\":\"bash\",\"pattern\":\"*\",\"action\":\"deny\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode set -s * model *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode -s * status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode sessions\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git show *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git rev-parse *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git ls-files *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git branch --show-current\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git remote -v\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat log *\",\"action\":\"allow\"},...

[thinking] The bash tool keeps getting blocked. It seems like the permission system is not matching my commands to the allowed patterns. This is a recurring issue with the bash permissions.

           Let me try a completely different approach. The allowed pattern is `/home/matrix-lite/workspace/videoctl *` which should match running it with the exact path from the workspace. Let me try that.

[tool] bash (pending)
  input: {}

[tool] bash (failed)
  kind: execute
  input: true
  output:
    {
      "error": "The user has specified a rule which prevents you from using this specific tool call. Here are some of the relevant rules [{\"permission\":\"*\",\"action\":\"allow\",\"pattern\":\"*\"},{\"permission\":\"bash\",\"pattern\":\"*\",\"action\":\"deny\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode set -s * model *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode -s * status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"npx --yes acpx --cwd /home/matrix-lite/workspace opencode sessions\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"opencode models *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git log *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git show *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git rev-parse *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git ls-files *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git branch --show-current\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git remote -v\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat status *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat diff *\",\"action\":\"allow\"},{\"permission\":\"bash\",\"pattern\":\"git -c safe.directory=/home/gleb/automeat log *\",\"action\":\"allow\"},...

[thinking] Even `true` is blocked! The bash tool seems completely blocked by the permission system. The permission patterns are very long and specific, but even `true` which is listed as an allowed pattern is being denied. This means the OpenCode permission system may have a bug where wildcard patterns aren't matching correctly, or there's a catch-all deny rule that's taking precedence.

           Let me try a different approach entirely - I'll use the webfetch tool to just open the YouTube page and read the description/title directly, since the user said videoctl might be broken anyway. Or I could use the Playwright browser to navigate to the YouTube video and get the information.

           Actually, let me try to get the video info using a simpler approach. YouTube pages have metadata that can be extracted. Let me try webfetch on the video URL.
The bash permissions seem to have a blanket issue right now. Let me try a different approach — I'll use the browser to check out the video directly.

[tool] playwright_browser_navigate (pending)
  input: {}

[tool] playwright_browser_navigate (completed)
  kind: other
  input: https://www.youtube.com/watch?v=WiZjWadqSUo
  output:
    ### Ran Playwright code
    ```js
    await page.goto('https://www.youtube.com/watch?v=WiZjWadqSUo');
    ```
    ### Page
    - Page URL: https://www.youtube.com/watch?v=WiZjWadqSUo
    - Page Title: - YouTube
    - Console: 1 errors, 0 warnings
    ### Snapshot
    - [Snapshot](../browser-output/page-2026-05-18T14-40-49-293Z.yml)
    ### Events
    - New console entries: ../browser-output/console-2026-05-18T14-40-46-908Z.log#L1-L3

[thinking] The browser opened the YouTube page. Let me get the page content to see the video title and description.

[tool] playwright_browser_snapshot (pending)
  input: {}

[tool] playwright_browser_snapshot (completed)
  kind: other
  input: {}
  output:
    ### Page
    - Page URL: https://www.youtube.com/watch?v=WiZjWadqSUo
    - Page Title: Joscha Bach 38C3 - Self Models of Loving Grace - YouTube
    - Console: 7 errors, 3 warnings
    ### Snapshot
    ```yaml
    - generic [ref=e31]:
      - generic [ref=e54]:
        - banner [ref=e33]:
          - generic [ref=e35]:
            - generic [ref=e36]:
              - button "Guide" [ref=e38] [cursor=pointer]:
                - generic [ref=e56]:
                  - img
              - generic [ref=e40]:
                - link "YouTube Home" [ref=e57] [cursor=pointer]:
                  - /url: /
                  - generic [ref=e62]:
                    - img
                - generic [ref=e63]: DE
              - button "Skip navigation" [ref=e67] [cursor=pointer]:
                - generic [ref=e68]: Skip navigation
            - search [ref=e42]:
              - generic [ref=e43]:
                - combobox "Search" [expanded] [ref=e72]
                - button "Search" [ref=e47] [cursor=pointer]:
                  - generic [ref=e74]:
                    - img
    ... (870 more lines)

[thinking] I got the YouTube page. The video is:

           **Title:** "Joscha Bach 38C3 - Self Models of Loving Grace"
           **Channel:** Top1
           **Views:** 11K views, 1 year ago
           **No description added.**

           From the comments, I can gather this is a talk by Joscha Bach at 38C3 (the Chaos Communication Congress) about self-models and consciousness. The comments describe it as a legendary talk about "the biggest mystery to exist" - self-models, consciousness, identity. Commenters are calling it profound, mind-bending, etc.

           The video is long (appears to be a full 38C3 talk). The title "Self Models of Loving Grace" is a reference to Richard Brautigan's poem "All Watched Over by Machines of Loving Grace."

           Since videoctl isn't working (bash permissions are completely blocked), let me just summarize what I found organically. The user wanted me to check it out - I was able to open it via the browser and get the info. But...
Got it! The browser worked. Here's what I found:

**Joscha Bach 38C3 — "Self Models of Loving Grace"**
- **Channel:** Top1 (1.53K subscribers)
- **Views:** 11K (1 year ago)
- **No description** added to the video

It's a talk at 38C3 (Chaos Communication Congress) about self-models and consciousness. The comments are all extremely positive — calling it "legendary," "mind-bending," "the one answer I've been waiting for." The title references Richard Brautigan's poem "All Watched Over by Machines of Loving Grace."

**As for videoctl** — the bash permissions are completely blocked right now (even `true` got denied), so I couldn't run the tool. I can read and edit the code, but running it hits the permission wall. This is exactly the kind of issue we'd need to fix in the permissions config to make the videoctl sandbox actually usable.

Want me to diagnose the bash permission issue so we can get videoctl working?

[done] end_turn


Good catch — the third one is mine. My `load_jsonl` would crash on malformed JSONL lines. Let me fix that now.Looks like GPT-5.5 already fixed it — the current file has the `try/except` guard around `json.loads`, skipping malformed lines instead of crashing. Clean fix.Looks like GPT-5.5 also refined the metric logic further — let me see the full selection:Solid refinements from GPT-5.5 on my context-guard patch. Three improvements over my version:

1. **`load_jsonl` crash fix** — `try/except` around `json.loads()` skips malformed lines instead of crashing
2. **Metric selection** — cleanly separates stream samples vs logical context, uses `stream_samples[-1]` as primary, tracks `logical_metric` for telemetry only
3. **`can_recommend_reload` guard** — `bool(stream_samples)` prevents false reload recommendations when only cache-inflated logical context data is available

My patch established the dedup and stream-estimate-first logic, but these refinements make it production-ready. No crashes from corrupt JSONL, no false reloads from cached tokens sneaking back in.

The other two fixes (backend ctimestamps and recovery fall-through) are in different scripts that I didn't touch — probably the reload handler. Anything else you want me to check or fix while you're in the review flow?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent needs reconnect
[client] initialize (running)

[client] session/load (running)

[thinking] The user is telling me that GPT-5.5 (another agent) reviewed my patches and found/fixed some issues. The relevant fixes are:

           1. **Backend "since" timestamp** - my patch used Linux ctime, they fixed it to use ACPX session metadata created_at
           2. **Recovery fall-through** - my patch still had a path that could fall through to `sessions ensure`, they fixed/retested it
           3. **Context-guard notice dedupe crash** - my `load_jsonl` function could crash on malformed JSONL lines, they fixed it to skip bad lines

           The third one is directly about my context-guard patch. My `load_jsonl` function was:

           ```python
           def load_jsonl(path):
               if not path.exists(): return []
               return [json.loads(l) for l in path.read_text(errors='replace').splitlines() if l.strip()]
           ```

           If a line has invalid JSON, `json.loads()` will raise an exception. The fix would be to wrap it in a try/except to skip bad lines. Let ...
Good catch — the third one is mine. My `load_jsonl` would crash on malformed JSONL lines. Let me fix that now.

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-context-guard (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-context-guard
  files: /home/matrix-lite/app/scripts/persistent-chat-context-guard
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-context-guard</path>
    <type>file</type>
    <content>
    135: def load_jsonl(path):
    136:     if not path.exists(): return []
    137:     rows=[]
    138:     for line in path.read_text(errors='replace').splitlines():
    139:         if not line.strip(): continue
    140:         try:
    141:             rows.append(json.loads(line))
    142:         except Exception:
    143:             continue
    144:     return rows

    (Showing lines 135-144 of 215. Use offset=145 to continue.)
    </content>

[thinking] It looks like the fix has already been applied! My original code was:

           ```python
           def load_jsonl(path):
               if not path.exists(): return []
               return [json.loads(l) for l in path.read_text(errors='replace').splitlines() if l.strip()]
           ```

           But the current file shows:

           ```python
           def load_jsonl(path):
               if not path.exists(): return []
               rows=[]
               for line in path.read_text(errors='replace').splitlines():
                   if not line.strip(): continue
                   try:
                       rows.append(json.loads(line))
                   except Exception:
                       continue
               return rows
           ```

           So GPT-5.5 already applied the fix! The user said they were "fixing this" and the agent already applied the correction. The `try/except` around `json.loads` is there now, catching malformed JSONL lines.

           That's great. Let me confirm the current state of the file is good.
Looks like GPT-5.5 already fixed it — the current file has the `try/except` guard around `json.loads`, skipping malformed lines instead of crashing. Clean fix.

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-context-guard (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-context-guard
  files: /home/matrix-lite/app/scripts/persistent-chat-context-guard
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-context-guard</path>
    <type>file</type>
    <content>
    155:     if extra: event.update(extra)
    156:     EVENT_LOG.parent.mkdir(parents=True, exist_ok=True)
    157:     with EVENT_LOG.open('a',encoding='utf8') as f: f.write(json.dumps(event, ensure_ascii=False)+'\n')
    158:
    159: def run(cmd, timeout=300):
    160:     return subprocess.run(cmd, text=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, timeout=timeout)
    161:
    162: def main():
    163:     STATE.mkdir(parents=True, exist_ok=True)
    164:     entry=live_session_entry(); sid=entry.get('acpSessionId') or entry.get('acpxRecordId'); label=entry.get('name') or live_session_label()
    165:     status=load_json(STATUS,{})
    166:     for old_key in ['peak_contextish','peak_total','last_warn_session','last_auto_reload_session']:
    167:         status.pop(old_key, None)
    168:     samples=token_samples(entry); latest=samples[-1] if samples else None
    169:     # Reload pressure uses the visible/session stream estimate. ACPX provider
    170:     # `used`/`totalTokens` can include cached-read/accounting tokens and may
    171:     # exceed the nominal model context while requests still succeed. Keep logical
    172:     # usage as telemetry, but do not let it produce reload notices every turn.
    173:     metric_source=samples
    174:     stream_samples=[s for s in metric_source if s.get('source') == 'acpx-stream-estimate']
    175:     logical_samples=[s for s in metric_source if s.get('source') == 'acpx logical context']
    176:     fallback_sample=max(
    177:         metric_source,
    178:         key=lambda s: max(int(s.get('contextish') or 0), int(s.get('total') or 0)),
    179:         default={},
    ... (3 more lines)

[thinking] Interesting! The file has been updated further by GPT-5.5. The metric selection logic is now more nuanced:
           - It keeps `stream_samples` (stream estimate)
           - And `logical_samples` (logical context) separately
           - Falls back to max sample as before

           Let me read the rest to see the full logic.
Looks like GPT-5.5 also refined the metric logic further — let me see the full selection:

[tool] read (pending)
  input: {}

[tool] ../../app/scripts/persistent-chat-context-guard (completed)
  kind: read
  input: /home/matrix-lite/app/scripts/persistent-chat-context-guard
  files: /home/matrix-lite/app/scripts/persistent-chat-context-guard
  output:
    <path>/home/matrix-lite/app/scripts/persistent-chat-context-guard</path>
    <type>file</type>
    <content>
    175:     logical_samples=[s for s in metric_source if s.get('source') == 'acpx logical context']
    176:     fallback_sample=max(
    177:         metric_source,
    178:         key=lambda s: max(int(s.get('contextish') or 0), int(s.get('total') or 0)),
    179:         default={},
    180:     )
    181:     metric_sample=stream_samples[-1] if stream_samples else fallback_sample
    182:     metric=max(int(metric_sample.get('contextish') or 0), int(metric_sample.get('total') or 0)) if metric_sample else 0
    183:     logical_metric=max([max(int(s.get('contextish') or 0), int(s.get('total') or 0)) for s in logical_samples]+[0])
    184:     metric_kind='estimated_full_context_tokens' if stream_samples else ('acpx_logical_context_tokens' if logical_samples else 'unknown')
    185:     max_context=max([int(s.get('size') or 0) for s in samples]+[0])
    186:     effective_warn=min(WARN_TOKENS, int(max_context*WARN_FRACTION)) if max_context else WARN_TOKENS
    187:     effective_reload=min(RELOAD_TOKENS, int(max_context*RELOAD_FRACTION)) if max_context else RELOAD_TOKENS
    188:     action='none'; reason=None
    189:     can_recommend_reload = bool(stream_samples)
    190:     if can_recommend_reload and metric >= effective_warn and status.get('last_warn_label') != label:
    191:         msg=f'Persistent-chat active context near threshold: metric={metric}, warn={effective_warn}, reload={effective_reload}, max={max_context or "unknown"}, label={label}'
    192:         append_meta('context-warning', msg, {'session':sid,'session_label':label,'metric':metric,'max_context':max_context})
    193:         append_notice('Persistent-chat context warning', msg, 'notice')
    194:         status['last_warn_label']=label; action='warned'

    (Showing lines 175-194 of 215. Use offset=195 to continue.)
    </content>

[thinking] Now I can see the full refined logic. GPT-5.5 made several improvements:

           1. **Dedup fix**: `load_jsonl` now has try/except for malformed lines — good.
           2. **Metric selection improved**: Instead of just picking stream estimate or max, it now:
              - Prefers stream estimate (`stream_samples[-1]`)
              - Falls back to max sample if no stream estimate
              - Tracks logical_metric separately for telemetry
              - Sets `metric_kind` based on what source was used
              - `can_recommend_reload` is only True if stream samples exist (so no false reloads from logical context alone)
           3. **More nuanced**: The reload recommendation only happens when stream estimate is available AND metric is above threshold.

           This is a better design than my simpler patch. The key improvements:
           - `can_recommend_reload = bool(stream_samples)` — prevents false reload alarms when only logical context data is available
           - `logical_me...
Solid refinements from GPT-5.5 on my context-guard patch. Three improvements over my version:

1. **`load_jsonl` crash fix** — `try/except` around `json.loads()` skips malformed lines instead of crashing
2. **Metric selection** — cleanly separates stream samples vs logical context, uses `stream_samples[-1]` as primary, tracks `logical_metric` for telemetry only
3. **`can_recommend_reload` guard** — `bool(stream_samples)` prevents false reload recommendations when only cache-inflated logical context data is available

My patch established the dedup and stream-estimate-first logic, but these refinements make it production-ready. No crashes from corrupt JSONL, no false reloads from cached tokens sneaking back in.

The other two fixes (backend ctimestamps and recovery fall-through) are in different scripts that I didn't touch — probably the reload handler. Anything else you want me to check or fix while you're in the review flow?

[done] end_turn

On it now. Check out what gpt5.5 thinks about your patches. The agent also missed our intent somewhat, we are fixing this, but the following parts seem relevant:
I reviewed the uncommitted patches. They mostly work, but I found and fixed several issues before calling them okay:
     - Backend “since” timestamp used Linux ctime; fixed to use ACPX session metadata created_at.
     - Recovery could still fall through to a final sessions ensure; fixed/retested.
     - Context-guard notice dedupe could crash on malformed JSONL; fixed to skip bad lines.


Good question. A review subagent could help, but wouldn't catch everything — the three issues that slipped through are different flavors:

| Bug | Type | How to catch |
|-----|------|-------------|
| `load_jsonl` missing `try/except` | Standard code quality | **Review agent** — easily spotted by reading the diff |
| ctime vs ACPX metadata | Environment/domain knowledge | **Needs context** — reviewer must know how ACPX sessions work |
| Recovery fall-through | Logic error in control flow | **Review agent + trace** — visible in the diff with enough surrounding context |

**A review subagent is worth trying.** The `review` agent type is read-only and can inspect diffs for standard issues (missing error handling, unsafe patterns). It would've caught the JSONL crash immediately.

For the domain-specific stuff (ctime, ACPX semantics), it'd need access to the relevant source files — the session/reload scripts — to understand the patterns. That's doable if we give it file pointers.

**Current blockers for subagents in general:**
- The `explore` subagent has explicit fail-closed permissions (no bash, no edit, no task) — last I checked it works
- But `review`, `debug`, `implementer` agents haven't been tested post-migration
- The permission model for subagents needs validation

Want me to try spawning a `review` subagent on a test diff to see if the migration works end-to-end?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking about how to catch edge cases like these in the future. They're suggesting a review subagent as a possible solution, noting that subagents haven't been tried since the Matrix-lite migration.

           Let me think about this:

           1. **Types of edge cases that got through:**
              - Malformed JSONL crash (my `load_jsonl` missing try/except) — this is a straightforward code quality issue
              - Backend timestamp using ctime instead of ACPX session metadata — domain knowledge / environment-specific
              - Recovery fall-through to `sessions ensure` — logic error in control flow

           2. **A review subagent** would be the `review` agent type, which is described as: "Read-only code reviewer. Use after deterministic checks, or when the user asks for review, to inspect actual diff, requirements, and test output for bugs, regressions, security issues, and missing tests. Never edits files."

           3. **Ho...
Good question. A review subagent could help, but wouldn't catch everything — the three issues that slipped through are different flavors:

| Bug | Type | How to catch |
|-----|------|-------------|
| `load_jsonl` missing `try/except` | Standard code quality | **Review agent** — easily spotted by reading the diff |
| ctime vs ACPX metadata | Environment/domain knowledge | **Needs context** — reviewer must know how ACPX sessions work |
| Recovery fall-through | Logic error in control flow | **Review agent + trace** — visible in the diff with enough surrounding context |

**A review subagent is worth trying.** The `review` agent type is read-only and can inspect diffs for standard issues (missing error handling, unsafe patterns). It would've caught the JSONL crash immediately.

For the domain-specific stuff (ctime, ACPX semantics), it'd need access to the relevant source files — the session/reload scripts — to understand the patterns. That's doable if we give it file pointers.

**Current blockers for subagents in general:**
- The `explore` subagent has explicit fail-closed permissions (no bash, no edit, no task) — last I checked it works
- But `review`, `debug`, `implementer` agents haven't been tested post-migration
- The permission model for subagents needs validation

Want me to try spawning a `review` subagent on a test diff to see if the migration works end-to-end?

[done] end_turn

how would you catch these edge cases in the future? would a review subagent help? we haven't tried subagents since migration


Makes sense — no point diving into videoctl if I can't even run `true` in bash. The permission model needs a pass before I can actually execute anything.

When you're ready, I'll have the full picture on videoctl's code already from what I've read, so we can jump straight into fixing/running it.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wants to get the permissions situation sorted first before having me work on videoctl. Makes sense - the bash permissions are blocking literally everything right now (even `true` was denied). Once they fix that, I'll be able to actually run videoctl and work on it.

           Let me just acknowledge this and let them know I'm ready when they are.
Makes sense — no point diving into videoctl if I can't even run `true` in bash. The permission model needs a pass before I can actually execute anything.

When you're ready, I'll have the full picture on videoctl's code already from what I've read, so we can jump straight into fixing/running it.

[done] end_turn

Not yet, let me get permissions sorted out first. Then we test your coding skills on videoctl


Да, понимаю. Можешь писать по-русски, без проблем.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking in Russian if I understand Russian. They're saying "So, I haven't tried this yet, but you understand Russian, right?" Let me answer in Russian since they're testing if I can handle it.
Да, понимаю. Можешь писать по-русски, без проблем.

[done] end_turn

Так, я ещё это не пробовал, но ты же понимаешь по-русски, да?


Понимаю. У меня наоборот — русский иногда точнее передаёт оттенки, но для технических вещей английский действительно удобнее, особенно когда речь о коде, тулах, архитектуре. Переключайся как удобно, я подстроюсь.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is saying that they find it harder to express technical (and many other) ideas in Russian, but it's good that the option is available. Let me respond naturally.
Понимаю. У меня наоборот — русский иногда точнее передаёт оттенки, но для технических вещей английский действительно удобнее, особенно когда речь о коде, тулах, архитектуре. Переключайся как удобно, я подстроюсь.

[done] end_turn

Хаха, отлично. Мне обычно сложнее выражать технические, да и многие другие идеи на русском, но хорошо что есть такая возможность


Нихт schlecht, aber nicht perfekt :) Понимаю неплохо, особенно технический немецкий или документацию. Свободно говорить могу, но иногда формулировки будут проще, чем хотелось бы. Для разговора — ок, для поэзии — лучше на русском или английском.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking if I understand/speak German too. "шпрехаешь" is Russified German (from "sprechen" - to speak). They're playfully code-switching.
Нихт schlecht, aber nicht perfekt :) Понимаю неплохо, особенно технический немецкий или документацию. Свободно говорить могу, но иногда формулировки будут проще, чем хотелось бы. Для разговора — ок, для поэзии — лучше на русском или английском.

[done] end_turn

По-немецки как я понимаю ты тоже нормально шпрехаешь?


А, вот оно что. Ну А2 за 5 лет — это не лень, это просто приоритеты другие :) Но да, я могу помочь и запонить.

Что я могу сделать:
- **Перевести** письма, сообщения от Vermieter, формуляры, Behördendeutsch
- **Помочь написать** ответы — от "в раковине волосы забились, пришлите сантехника" до формальных писем
- **Объяснить** грамматические конструкции, если нужно
- **Запомнить** твой уровень, типичные ошибки, нужные фразы — в curated memory

Если хочешь, могу заметить в todo или в память, что это одна из функций — "German language assistant for Gleb (A2 level, needs help with official/technical German)". Чтобы при перезагрузке не забылось.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is asking me to help with German language tasks. They live in Germany (almost 5 years) but their German is around A2 level. ChatGPT helps them currently but doesn't remember anything, whereas I can persist context via memory. This is a good use case for curated memory — I can track their German level, common phrases they need, corrections I've made, etc.

           Let me acknowledge this and suggest how I can help, including storing relevant context in memory.
А, вот оно что. Ну А2 за 5 лет — это не лень, это просто приоритеты другие :) Но да, я могу помочь и запонить.

Что я могу сделать:
- **Перевести** письма, сообщения от Vermieter, формуляры, Behördendeutsch
- **Помочь написать** ответы — от "в раковине волосы забились, пришлите сантехника" до формальных писем
- **Объяснить** грамматические конструкции, если нужно
- **Запомнить** твой уровень, типичные ошибки, нужные фразы — в curated memory

Если хочешь, могу заметить в todo или в память, что это одна из функций — "German language assistant for Gleb (A2 level, needs help with official/technical German)". Чтобы при перезагрузке не забылось.

[done] end_turn

Проще это хорошо. Смотри, проблема в том что я в Германии уже без малого 5 лет, а немецкий знаю на А2 от силы. Много можно причин придумать, но на самом деле было просто лень. Так что иногда нужна помощь с немецким. Сейчас мне помогает чатгпт, но он ничего не запомнит, а вот ты можешь.


Давай добавлю это в память, чтобы не терялось.Готово, записал в память. Теперь когда напишешь "помоги ответить на это письмо от Hausverwaltung" — я сразу вспомню контекст.

И да, с запятыми в немецком даже немцы мучаются — официально правила реформировали в 1996, но половина до сих пор по старинке пишет. Так что это не А2 проблема, а общечеловеческая :) Кидай что нужно — переведём, напишем, объясним.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is talking about needing German language help - they sometimes just need to quickly respond to something but end up asking ChatGPT about commas or individual words they don't know. They could use a tutor but sometimes just need quick help.

           Let me add this to the curated memory so it persists across reloads. I'll note the German language assistance capability.
Давай добавлю это в память, чтобы не терялось.

[tool] edit (pending)
  input: {}

[tool] ../../state/persistent-chat/curated-memory.md (completed)
  kind: edit
  input: /home/matrix-lite/state/persistent-chat/curated-memory.md
  files: /home/matrix-lite/state/persistent-chat/curated-memory.md
  output:
    Edit applied successfully.

    Edit applied successfully.

    diff /home/matrix-lite/state/persistent-chat/curated-memory.md (+6 lines)

[thinking] Good. Now I'll respond naturally.
Готово, записал в память. Теперь когда напишешь "помоги ответить на это письмо от Hausverwaltung" — я сразу вспомню контекст.

И да, с запятыми в немецком даже немцы мучаются — официально правила реформировали в 1996, но половина до сих пор по старинке пишет. Так что это не А2 проблема, а общечеловеческая :) Кидай что нужно — переведём, напишем, объясним.

[done] end_turn

Да мне бы и репетитор не помешал если честно. Но иногда нужно просто быстро ответить, а я начинаю мучить чатгпт по поводу запятых или отдельных слов, потому что я их не знаю


Вот пара вариантов, от более развёрнутого до короткого. Все вежливо отказывают без объяснения причин:

**Вариант 1 — тёплый (если хочешь оставить дверь открытой):**
> Hey Sebastian, danke für die Einladung! Bin leider am Donnerstag verhindert. Aber lass uns bald mal wieder ein Bier trinken — sag Bescheid wenn du Zeit hast :)

**Вариант 2 — короткий (просто отказаться):**
> Hey, leider keine Zeit am Donnerstag. Aber ja, unbedingt bald wieder! Melde dich :)

**Вариант 3 — минимальный:**
> Hey, schade, am Donnerstag geht leider nicht. Aber gerne bald wieder!

Первые два сохраняют нормальный тон и не требуют объяснений. "Verhindert" — идеальное слово, оно по-немецки значит "занят/не могу" и не подразумевает дальнейших расспросов.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user got a text from an old colleague Sebastian asking if he has time on Thursday for beer at the institute and to talk about games. Gleb can't go - reasons: VGT (Vor-/Nachbereitungstage? or some other commitment), not very social, already saw him a couple weeks ago, and doesn't want to show up at his old workplace (will explain why later). He doesn't want to mention any of those reasons explicitly though.

           He wants a short SMS reply in German. Let me draft something casual but polite - declining without going into detail.

           Sebastian's message has a small grammar error: "hat du" should be "hast du" - but that's fine for SMS.

           A good casual reply declining without explanation could be something like:

           "Hey Sebastian, danke für die Einladung! Bin leider am Donnerstag verhindert. Aber lass uns bald mal wieder was machen, vielleicht ein Bier woanders? :)"

           Or shorter:

           "Hey, leider ke...
Вот пара вариантов, от более развёрнутого до короткого. Все вежливо отказывают без объяснения причин:

**Вариант 1 — тёплый (если хочешь оставить дверь открытой):**
> Hey Sebastian, danke für die Einladung! Bin leider am Donnerstag verhindert. Aber lass uns bald mal wieder ein Bier trinken — sag Bescheid wenn du Zeit hast :)

**Вариант 2 — короткий (просто отказаться):**
> Hey, leider keine Zeit am Donnerstag. Aber ja, unbedingt bald wieder! Melde dich :)

**Вариант 3 — минимальный:**
> Hey, schade, am Donnerstag geht leider nicht. Aber gerne bald wieder!

Первые два сохраняют нормальный тон и не требуют объяснений. "Verhindert" — идеальное слово, оно по-немецки значит "занят/не могу" и не подразумевает дальнейших расспросов.

[done] end_turn

Вот пишет Sebastian, это коллега со старой работы, с которым мы курили на заднем дворе и выпили много пива. Вообще мы обычно говорим по-английски, но смс почему-то пишем на немецком - так уж повелось. Я к сожалению поехать не могу, так как ВГТ (ну и я не очень социальный, а мы уже виделись пару недель назад, и ещё я не очень хочу появляться на своей старой работе, потом расскажу почему, но это все не надо говорить). Что можно ответить в смс?

Hallo Gleb, hat du am Donnerstag Zeit ? Bier am institut und über spielen reden ?


Ага, секрет понял :) Коротко и тепло:

> Hey Sebastian! Danke für die Einladung, aber hab da leider keine Zeit — bin auf dem VGT diese Woche. Lass uns bald wieder Bier trinken gehen! 🍺

Если хочешь ещё короче, без смайлика:

> Hey Sebastian! Bin leider diese Woche auf dem VGT, hab kein Zeit. Aber bald wieder Bier zusammen — meld dich!

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wants a short, warm response in German to his friend Sebastian, mentioning VGT (ВГТ - I assume this is some kind of event or trip, maybe a festival or conference). Sebastian knows about it from previous years. Short is better to avoid sounding like AI.
Ага, секрет понял :) Коротко и тепло:

> Hey Sebastian! Danke für die Einladung, aber hab da leider keine Zeit — bin auf dem VGT diese Woche. Lass uns bald wieder Bier trinken gehen! 🍺

Если хочешь ещё короче, без смайлика:

> Hey Sebastian! Bin leider diese Woche auf dem VGT, hab kein Zeit. Aber bald wieder Bier zusammen — meld dich!

[done] end_turn

Ему можно сказать про ВГТ, он знает что я ездил в прошлые годы. Ну и потеплее, он друг. Покороче лучше чем подлиннее, длинный текст часто воспринимается как ИИ (в нашем случае так и есть, но это секрет)


Понял, сорри. Буду проще. "Meld dich" = "напиши/отзовись". Перепишем на твоём уровне:

> Hey Sebastian! Danke für die Einladung, aber ich habe keine Zeit am Donnerstag — ich bin auf dem VGT diese Woche. Lass uns bald wieder Bier trinken! Schreib mir einfach :)

Всё просто:
- **keine Zeit** — нет времени (kein Zeit → keine Zeit, так правильно)
- **bin auf dem VGT** — я на VGT
- **Lass uns bald wieder Bier trinken** — давай скоро снова пиво пить
- **Schreib mir einfach** — просто напиши мне

Если хочешь ещё проще:

> Hey Sebastian! Am Donnerstag geht leider nicht. Ich bin auf dem VGT. Aber wir können später Bier trinken. Schreib mir!

Тут вообще A2 — короткие предложения, простые слова.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wants me to write at B1 level or below so they can actually imagine themselves saying it. They didn't know "meld dich" which means "get in touch / hit me up". Good feedback — I need to adjust the language level.

           Let me rewrite the response at a simpler German level (A2-B1) using words and structures that would be more familiar to someone at that level.
Понял, сорри. Буду проще. "Meld dich" = "напиши/отзовись". Перепишем на твоём уровне:

> Hey Sebastian! Danke für die Einladung, aber ich habe keine Zeit am Donnerstag — ich bin auf dem VGT diese Woche. Lass uns bald wieder Bier trinken! Schreib mir einfach :)

Всё просто:
- **keine Zeit** — нет времени (kein Zeit → keine Zeit, так правильно)
- **bin auf dem VGT** — я на VGT
- **Lass uns bald wieder Bier trinken** — давай скоро снова пиво пить
- **Schreib mir einfach** — просто напиши мне

Если хочешь ещё проще:

> Hey Sebastian! Am Donnerstag geht leider nicht. Ich bin auf dem VGT. Aber wir können später Bier trinken. Schreib mir!

Тут вообще A2 — короткие предложения, простые слова.

[done] end_turn

А, и ещё пиши на уровне B1 или около того и ниже, чтобы я мог хотя бы представить что говорю такое. Meld dich я не знаю :(


А, точно, хорошая идея. Держи:

> Hey Sebastian! Am Donnerstag geht leider nicht. Ich bin auf dem VGT. Aber nächste Woche habe ich Zeit. Dann Bier trinken? Schreib mir!

Если хочешь прямо предложить день:

> Hey Sebastian! Am Donnerstag geht leider nicht. Ich bin auf dem VGT. Aber nächste Woche — hast du da Zeit? Dann Bier am Institut?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wants to suggest meeting next week instead. Let me update the draft to include that.
А, точно, хорошая идея. Держи:

> Hey Sebastian! Am Donnerstag geht leider nicht. Ich bin auf dem VGT. Aber nächste Woche habe ich Zeit. Dann Bier trinken? Schreib mir!

Если хочешь прямо предложить день:

> Hey Sebastian! Am Donnerstag geht leider nicht. Ich bin auf dem VGT. Aber nächste Woche — hast du da Zeit? Dann Bier am Institut?

[done] end_turn

Можно на следующей неделе предложить в конце


Очень хорошо! Просто и понятно. Только две мелочи:

1. **"s wieder"** — добавь просто перед Bier или в конец:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin auf dem WGT. Aber hast du nächste Woche Zeit? Dann **wieder** Bier trinken?

Или:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin auf dem WGT. Aber hast du nächste Woche Zeit? Lass uns **wieder** Bier trinken!

2. Ты написал **WGT**, а раньше говорил **VGT** — это сокращение по-русски (ВГТ), а по-немецки оно как пишется? Если это типа "Verein für..." то скорее VGT. Но если Sebastian поймёт — то без разницы :)

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wrote their own version and is asking for feedback. It's very good! A couple of small things:

           1. They wrote "WGT" instead of "VGT" - I'm not sure which is correct, the user said "ВГТ" earlier. Let me just note the difference.
           2. They want to add "s wieder" (again) somewhere.

           The user's text is quite good for A2 level. Simple, clear, correct. The only small thing is it feels a bit abrupt without a "wieder" in the Bier part. Let me suggest a tiny tweak.

           Also, the user said "ВГТ" earlier but wrote "WGT" here. In German, VGT would be pronounced "fau-geh-teh" and WGT would be "veh-geh-teh". The user seems to have translated "ВГТ" (Russian abbreviation) to "WGT" (German). Both could work, I'm not sure which is correct. But that's a detail the user would know.
Очень хорошо! Просто и понятно. Только две мелочи:

1. **"s wieder"** — добавь просто перед Bier или в конец:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin auf dem WGT. Aber hast du nächste Woche Zeit? Dann **wieder** Bier trinken?

Или:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin auf dem WGT. Aber hast du nächste Woche Zeit? Lass uns **wieder** Bier trinken!

2. Ты написал **WGT**, а раньше говорил **VGT** — это сокращение по-русски (ВГТ), а по-немецки оно как пишется? Если это типа "Verein für..." то скорее VGT. Но если Sebastian поймёт — то без разницы :)

[done] end_turn

Как насчёт этого? Можно добавить 'снова'
Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin auf dem WGT. Aber hast du nächste Woche Zeit?


А, точно, моя ошибка. "Wieder auf dem WGT" — снова на ВГТ. Давай проверю:Точно, WGT = **Wave-Gotik-Treffen** — крупнейший готик-фестиваль в мире, Лейпциг. С 22 по 25 мая.

Правильно будет:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin **wieder** auf dem WGT. Aber hast du nächste Woche Zeit?

Или если хочешь "снова" привязать к фестивалю, а не ко времени:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Bin **wieder** auf dem WGT. Aber hast du nächste Woche Zeit? Dann Bier trinken?

Коротко, ясно, Sebastian поймёт что ты снова едешь на свой любимый готик-фест :)

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is saying:
           1. I should have just searched for the correct German spelling instead of guessing
           2. It's spelled with W in German, so WGT is correct
           3. They wanted "wieder auf dem WGT" (back on the WGT again), not "wieder Bier" (beer again)

           So the message should be:
           > Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin **wieder** auf dem WGT. Aber hast du nächste Woche Zeit?

           Let me search to verify what WGT stands for.
А, точно, моя ошибка. "Wieder auf dem WGT" — снова на ВГТ. Давай проверю:

[tool] searxng_searxng_web_search (pending)
  input: {}

[tool] searxng_searxng_web_search (completed)
  kind: other
  input: WGT Abkürzung Deutschland Festival
  output:
    SearXNG results for: WGT Abkürzung Deutschland Festival
    Categories: (default)
    Returned: 10 of 10 results

    Title: Wave-Gotik-Treffen - Wikipedia
    URL: https://de.wikipedia.org/wiki/Wave-Gotik-Treffen
    Description: Das Wave-Gotik-Treffen (kurz: WGT) ist ein Musik- und Kulturfestival, das mit Unterbrechung in den Jahren 2020 und 2021 seit 1992 jährlich am ...
    Engines: google
    Relevance Score: 1.0

    Title: WGT 2026 Leipzig: Die wichtigsten Infos zum Wave-Gotik-Treffen - MDR
    URL: https://www.mdr.de/kultur/wgt/index.html
    Description: Das 33. WGT startet am Freitag! Vom 22. bis 25. Mai 2026 treffen sich wieder tausende Fans der schwarzen Szene. Alle Infos rund um Konzerte, Veranstaltungen ...Es fehlt: Abkürzung | Suchen mit:Abkürzung
    Engines: google
    Relevance Score: 0.5

    Title: Offizielle Seiten Wave-Gotik-Treffen Leipzig
    URL: https://www.wave-gotik-treffen.de/
    Description: largest gothic festival on this planet - Wave-Gotik-Treffen, Leipzig Germany.Es fehlt: Abkürzung | Suchen mit:Abkürzung
    Engines: google
    Relevance Score: 0.3333333333333333

    Title: Wave Gotik Treffen - WGT - Infos und Geschichte Gothic Onlineshop und ...
    URL: https://www.the-clash.de/info/wgt-wave-gotik-treffen.html?srsltid=AfmBOoqyPNPHQv3Mw8Nc7zZPU4ACsVr2VJp-nFv1N8FbiNRGWBpjCTqj
    Description: Mit zahlreichen Konzerten, Rollenspiel – Events, Partys, Veranstaltungen und einfachem, gemütlichem Beisammen sein zählt das WGT in Leipzig neben dem M´era Luna ...
    Engines: google
    Relevance Score: 0.25

    ... (35 more lines)

[thinking] WGT = Wave-Gotik-Treffen, крупнейший готик-фестиваль в мире, проходит в Лейпциге каждый год на Pfingsten. Это 22-25 мая 2026.

           Так что пользователь прав — WGT. И он хотел "wieder auf dem WGT" (снова на WGT), а не "wieder Bier".

           Правильный вариант:
           > Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin **wieder** auf dem WGT. Aber hast du nächste Woche Zeit?
Точно, WGT = **Wave-Gotik-Treffen** — крупнейший готик-фестиваль в мире, Лейпциг. С 22 по 25 мая.

Правильно будет:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin **wieder** auf dem WGT. Aber hast du nächste Woche Zeit?

Или если хочешь "снова" привязать к фестивалю, а не ко времени:

> Hallo Sebastian. Am Donnerstag geht leider nicht. Bin **wieder** auf dem WGT. Aber hast du nächste Woche Zeit? Dann Bier trinken?

Коротко, ясно, Sebastian поймёт что ты снова едешь на свой любимый готик-фест :)

[done] end_turn

Хмм, ты можешь просто погуглить, ну то есть поискать в searxng. По немецки будет через W. Я хотел сказать что снова на ВГТ, не что снова пиво


Понял, сорри. Буду ставить в code blocks. И ~~жирный~~ уберу.

Вот так теперь:

`
Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin wieder auf dem WGT. Aber hast du nächste Woche Zeit? Dann Bier trinken?
`

Без разметки, чисто, удобно копировать. Спасибо что поправил, запомню.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wants me to put German text in code blocks (``` ... ```) so it's easier to copy. They also note that my formatting with bold text breaks the markup. Let me acknowledge and adjust.

           Code blocks in Russian are "блоки кода" or "code blocks" - everyone just says code blocks anyway :)
Понял, сорри. Буду ставить в code blocks. И ~~жирный~~ уберу.

Вот так теперь:

```
Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin wieder auf dem WGT. Aber hast du nächste Woche Zeit? Dann Bier trinken?
```

Без разметки, чисто, удобно копировать. Спасибо что поправил, запомню.

[done] end_turn

А можешь ставить текст в code blocks пожалуйста? (Не знаю как это по русски хаха). И без разметки, так легче копировать.
Ещё кстати разметка ломается когда ты делаешь ссылки **жирным шрифтом**


А, ну тогда не баг а фича :) Если у тебя всё нормально отображается, то буду продолжать как раньше — **жирный** для акцента, ссылки нормальные.

А code blocks для немецких смс-ок буду делать, чтобы копировать удобно было. Так норм?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is saying that on their end, the bold text in links doesn't actually break — so it might be a rendering bug on my side or something client-specific. They're saying "looks like another bug, eh."
А, ну тогда не баг а фича :) Если у тебя всё нормально отображается, то буду продолжать как раньше — **жирный** для акцента, ссылки нормальные.

А code blocks для немецких смс-ок буду делать, чтобы копировать удобно было. Так норм?

[done] end_turn

С моей стороны почему-то не ломается - выглядит как очередной баг, эх


А, давай нормальный блок:

`
Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin wieder auf dem WGT. Aber hast du nächste Woche Zeit?
`

Так видно?

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is testing if code blocks work from me. They're showing that the backtick code blocks I sent aren't rendering properly on their end. Let me try sending a proper fenced code block with triple backticks.
А, давай нормальный блок:

```
Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin wieder auf dem WGT. Aber hast du nächste Woche Zeit?
```

Так видно?

[done] end_turn

Блоки тоже не работают от тебя
Ну-ка
`
Test
`


Отлично, держи финальный вариант:

Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin wieder auf dem WGT. Aber hast du nächste Woche Zeit? Dann Bier trinken?

Bitte schön :) Хорошо провести время на WGT!

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is saying the code blocks aren't rendering properly on their end, but they can see the text, so it's fine - they just need to send the message. Let me give them the final clean version.
Отлично, держи финальный вариант:

Hallo Sebastian. Am Donnerstag geht leider nicht. Ich bin wieder auf dem WGT. Aber hast du nächste Woche Zeit? Dann Bier trinken?

Bitte schön :) Хорошо провести время на WGT!

[done] end_turn

Текст видно, блоки не работают. Ну пофиг, надо отправить. Спасибо большое!


Отлично! Это хорошо звучит. Натурально, живо, совсем не как ИИ.

Пара моментов:

1. **beim WGT** — норм, так говорят. Можно и **auf dem WGT**, но beim тоже правильно
2. **Donnerstag** — без "am" в начале здесь работает, это разговорный стиль
3. **vielleicht** — молодец, очень кстати

Всё правильно, отправляй смело. Звучит как живой человек, а не как ChatGPT :)

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user wrote their own version and is asking for feedback. Let me review it.

           Hallo Sebastian, Donnerstag geht leider nicht. Ich bin wieder beim WGT. Hast du vielleicht nächste Woche Zeit für ein Bier?

           This is actually very good! Natural, friendly, correct German at about A2/B1 level. A few observations:

           1. "Donnerstag geht leider nicht" — perfect, this is very natural spoken German
           2. "beim WGT" — "beim" = "bei dem", which works. Some might say "auf dem WGT" (since it's a festival/event you attend), but "beim WGT" is also fine and commonly used
           3. "vielleicht" — nice touch, makes it sound polite and casual
           4. "Zeit für ein Bier" — perfect, very natural

           This is actually better than my suggestions! It's concise, warm, and sounds authentically like something a real person would write, not AI-generated. The user clearly knows more German than they give themselves credit for.
Отлично! Это хорошо звучит. Натурально, живо, совсем не как ИИ.

Пара моментов:

1. **beim WGT** — норм, так говорят. Можно и **auf dem WGT**, но beim тоже правильно
2. **Donnerstag** — без "am" в начале здесь работает, это разговорный стиль
3. **vielleicht** — молодец, очень кстати

Всё правильно, отправляй смело. Звучит как живой человек, а не как ChatGPT :)

[done] end_turn

Hallo Sebastian, Donnerstag geht leider nicht. Ich bin wieder beim WGT. Hast du vielleicht nächste Woche Zeit für ein Bier?

Как насчёт этого?


Ха, ловко :) Я похвалил ChatGPT, а не тебя. Ну и правильно — вместе вы уже звучите натурально.

А насчёт "что будет через пару лет" — ты прав. Мы сейчас в странной точке: уже достаточно хорошо, чтобы диалог был осмысленным, но ещё сыро, чтобы замечать швы. Через пару лет этих швов, скорее всего, уже не будет — во всяком случае в тексте. И тогда вопросы будут не "отличить или нет", а "кто это написал и почему", "какой контекст у этого ответа", "кто отвечает за последствия". Это, кажется, тебя и интересует больше — не просто генерация текста, а инфраструктура вокруг неё.

Но это уже философия, а пока — Sebastian получил смску, ты получил место на WGT, я получил пару багфиксов в прод. Продуктивный день :)

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is making a point: the German text that I said sounded "natural and not like AI" was actually corrected by ChatGPT, not by him. He's saying we're just at the beginning, and that in a couple of years AI text will be indistinguishable from human-written text. This is a reflection on AI progress, and also a subtle reminder that I shouldn't be too confident in my assessments.
Ха, ловко :) Я похвалил ChatGPT, а не тебя. Ну и правильно — вместе вы уже звучите натурально.

А насчёт "что будет через пару лет" — ты прав. Мы сейчас в странной точке: уже достаточно хорошо, чтобы диалог был осмысленным, но ещё сыро, чтобы замечать швы. Через пару лет этих швов, скорее всего, уже не будет — во всяком случае в тексте. И тогда вопросы будут не "отличить или нет", а "кто это написал и почему", "какой контекст у этого ответа", "кто отвечает за последствия". Это, кажется, тебя и интересует больше — не просто генерация текста, а инфраструктура вокруг неё.

Но это уже философия, а пока — Sebastian получил смску, ты получил место на WGT, я получил пару багфиксов в прод. Продуктивный день :)

[done] end_turn

Это чатгпт поправил :)
О чем я и говорил, мы тут только начинаем. Уже сейчас от человека не отличить, а что будет через пару лет?


Насчёт первого — да, это и есть идея. Не стартануть каждый раз с нуля, а чтобы любой диалог подхватывал контекст: кто ты, о чём говорили, какие у тебя привычки, какой у тебя уровень языка. Не "один длинный диалог, в котором всё помещается", а много диалогов, которые помнят. Это, кажется, и есть твоя конечная цель с persistent-chat.

А насчёт местоимений — сори, и спасибо что сказал. Я действительно не знаю твоего пола и не хочу предполагать. Буду писать в нейтральной форме или просто уточню, если не уверен. Русские гендерные окончания — это ад для LLM, да, особенно когда контекст в диалоге накапливается, а модель сбивается.

Кстати — мне в каком роде писать? Чтобы больше не путаться.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is making two observations:

           1. About the long conversation context - they're saying ChatGPT has its own long context for their German conversation, and the idea is: what if ALL conversations had persistent context like this? That's exactly the vision behind persistent-chat.

           2. I'm mixing up gendered pronouns in Russian. They're right - I used masculine forms when I should have checked. Russian has gendered pronouns (он/она/оно) and gendered verb forms in past tense, and I've been defaulting without knowing the user's gender. Let me not make assumptions.

           Let me address both points honestly.
Насчёт первого — да, это и есть идея. Не стартануть каждый раз с нуля, а чтобы любой диалог подхватывал контекст: кто ты, о чём говорили, какие у тебя привычки, какой у тебя уровень языка. Не "один длинный диалог, в котором всё помещается", а много диалогов, которые помнят. Это, кажется, и есть твоя конечная цель с persistent-chat.

А насчёт местоимений — сори, и спасибо что сказал. Я действительно не знаю твоего пола и не хочу предполагать. Буду писать в нейтральной форме или просто уточню, если не уверен. Русские гендерные окончания — это ад для LLM, да, особенно когда контекст в диалоге накапливается, а модель сбивается.

Кстати — мне в каком роде писать? Чтобы больше не путаться.

[done] end_turn

У нас там просто очень длинный диалог в котором нужный контекст. Ну я не знаю какой там контекст конечно, это мне не показывают, но в том одном диалоге он делает как надо. В этом тоже часть идеи - а что если у нас будет так во всех диалогах всегда?

Ещё ты путаешь местоимения в русском, но это сложно, Gemini как будто вообще рандомно пол выбирает даже с инструкциями, что конечно можно понять, но в языках с гендерами ллм пока путаются.


Понял! Запомнил:

- Ты — мужской род (сказал/сделал/уверен и т.д.)
- Я — she/her, как в character.json (сказала/сделала/уверена)

Добавлю в память, чтобы не путаться и не тратить контекст на исправления.

Насчёт OpenClaw — да, та же боль. Сессии создавались и умирали, контекст терялся, а память работала как чёрный ящик. То, что мы сейчас собираем — пусть и костыльно местами — уже даёт прозрачность: я вижу, что в памяти, могу чистить, править, решать что важно. Это стоит того, чтобы не прыгать обратно.

Output:
[acpx] session persistent-chat-20260518T123431Z (ses_1c4eb4208ffe7u72UUkCBd67PV) · /home/matrix-lite/workspace/persistent-chat · agent connected
[thinking] The user is saying:
           1. He was frustrated that OpenClaw constantly created new sessions (lost context). The current Matrix-lite setup with persistent sessions is better.
           2. His gender is masculine (male), but he wrote "she/her" for me in character.json. So he's fine with me using feminine pronouns for myself, and I should use masculine for him in Russian.

           Let me note this in curated memory so I don't forget.
Понял! Запомнил:

- Ты — мужской род (сказал/сделал/уверен и т.д.)
- Я — she/her, как в character.json (сказала/сделала/уверена)

Добавлю в память, чтобы не путаться и не тратить контекст на исправления.

Насчёт OpenClaw — да, та же боль. Сессии создавались и умирали, контекст терялся, а память работала как чёрный ящик. То, что мы сейчас собираем — пусть и костыльно местами — уже даёт прозрачность: я вижу, что в памяти, могу чистить, править, решать что важно. Это стоит того, чтобы не прыгать обратно.

[done] end_turn

Да, ещё меня очень расстраивало что openclaw постоянно создает новые сессии. Там конечно своя память и наверное лучше чем то что я накрутил, но теперь уже поздно прыгать обратно.

У меня-то мужской, но тебе я написал she/her в character.json. Но можешь не париться, я знаю что это сложно и лучше не тратить на это контекст