* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 63.3s
Time: model 62.6s, overhead 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Turn: i 3.2k o 249 t 388 cache 243.6k; p≈2.6ktok/10.6kch
Ctx: 246.8k/200.0k ACPX; est 40.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 68.5s
Time: model 67.8s, overhead 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Turn: i 3.2k o 249 t 388 cache 243.6k; p≈2.6ktok/10.6kch
Ctx: 246.8k/200.0k ACPX; est 41.0k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 70.4s
Time: model 69.7s, overhead 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈2.6ktok/10.6kch
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k


Good point. Let me check how these files are managed to make sure my edits stick.Good — neither file gets blindly overwritten. The helper reads/modifies specific keys in `decision-state.json`, and the heartbeat appends to `curated-memory.md` without removing anything. Direct edits will stick.

Let me migrate the search-engine comparison now.Now let me republish the updated todo.md to pages:Done. Here's what happened and why it's safe:

**Migration proof of concept — search engine comparison:**
- ✅ Removed from `decision-state.json` (no longer an active decision)
- ✅ Added to `curated-memory.md` under new `## Settled Knowledge` section alongside ImmoScout24 details
- ✅ Marked as "SETTLED" in `todo.md` with pointer to curated memory
- ✅ Republished to pages

**Why these edits won't get overwritten:**
- `decision-state.json` — modified by helper commands (`note-decision`, `decision-mark`), **not** regenerated from scratch
- `curated-memory.md` — heartbeat **appends** to it, never truncates or rewrites
- `todo.md` — I regenerate it manually when things change; no script touches it

**Settled Knowledge section** now holds things that are reference material, not open decisions. The pattern for future migrations is: if a decision thread has a firm conclusion and no open questions, it becomes a curated-memory bullet instead. I'll handle this as I notice settled items, and the heartbeat/synthesis agents can start doing the same once we define the "possibly stale" flag format.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 70.6s
Time: model 69.7s, overhead 1.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈2.6ktok/10.6kch
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k


amazing, thanks. I am looking at your session pack, and there's a bunch of items like the following. i don't think they are from the synthesis agent, but they somehow get into the same block. the idea was that synthesis agent gives you turn/session notices, and also you might get them from reload scripts and other scripts in the future. Is there a bug here?

## Background synthesis notices
Background synthesis notices (actionable):
- 2026-05-18T12:30:49Z [warning] Persistent-chat reload recommended: context guard recommends reload before overflow active_metric=238502 threshold=190000 max=200000; main agent should prepare a pre-reload handoff and trigger persistent-chat-reload when ready. (source: /home/matrix-lite/state/persistent-chat/context-guard.json)


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k
Turn: i 215 o 260 t 22 cache 254.2k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k
Turn: i 215 o 260 t 22 cache 254.2k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.3s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k
Turn: i 215 o 260 t 22 cache 254.2k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.6s
Time: overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 5.8s
Time: model 5.0s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:22 CEST, 13t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 41.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.1s
Time: model 10.3s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.3s
Time: model 15.5s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 21.6s
Time: model 20.8s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 26.9s
Time: model 26.0s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 32.1s
Time: model 31.3s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 37.4s
Time: model 36.5s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 42.6s
Time: model 41.8s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:30 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 47.9s
Time: model 47.1s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 53.3s
Time: model 52.4s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 58.5s
Time: model 57.7s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 215 o 260 t 22 cache 254.2k; p≈3.1ktok/12.2kch
Ctx: 254.4k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 59.4s
Time: model 58.6s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.1ktok/12.2kch
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k


Good question — let me trace where these notices come from and see if there's a bug.Found the root cause. Here's the situation:

**The `notices.jsonl` file is a shared attention queue** — both the synthesis agent and the context-guard script write to it:

- **Synthesis agent** writes `type: "finding"`, `type: "action_item"`, `type: "blocker"` entries
- **Context guard** writes `type: "context_guard"` entries with `status: "needs_main_agent"`

The turn packet generator (`load_open_synthesis_notices`) just grabs the last 3-8 entries where `status` is `open`/`active`/`blocked`/`needs_main_agent` — regardless of source. So context-guard warnings get mixed into the "synthesis notices" section.

**Is it a bug?** Mildly — it's more of a **label/design mismatch**:

1. **The section is misnamed** — should be "Background notices" or "Actionable notices", not "synthesis notices", since it's a shared channel
2. **Stale entries persist** — context-guard warnings for the *old* session (like the 12:30Z ones) keep showing up even after we reloaded, because nothing clears them from the file
3. **No deduplication** — same "reload recommended" for the same metric value gets appended every 5 minutes, flooding the queue

Want me to fix the naming in the script and add logic to suppress stale notices (e.g., skip context-guard entries referencing an old session label)? Or should I just fix the section label in the render function for now and tackle dedup later?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 59.7s
Time: model 58.6s, overhead 1.1s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.1ktok/12.2kch
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k


i mean i do want you to fix it but we might just hit a permission error again.
i see there is also a lot of noise in your turn packets now, it's supposed to be one time notes for one turn, and then you act on them - reload or tell me or help your synthesis agent, etc. and then they should be gone


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k
Turn: i 855 o 353 t 457 cache 263.4k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k
Turn: i 855 o 353 t 457 cache 263.4k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.3s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k
Turn: i 855 o 353 t 457 cache 263.4k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.6s
Time: overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 5.8s
Time: model 5.0s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:31 CEST, 14t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 44.5k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.1s
Time: model 10.3s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.5k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.4s
Time: model 15.6s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.5k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 21.6s
Time: model 20.8s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.5k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 26.9s
Time: model 26.1s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 32.2s
Time: model 31.4s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 37.5s
Time: model 36.7s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 42.8s
Time: model 42.0s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 48.1s
Time: model 47.3s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 53.4s
Time: model 52.6s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:35 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 58.7s
Time: model 57.8s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 64.0s
Time: model 63.2s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 69.3s
Time: model 68.5s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 74.6s
Time: model 73.7s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 79.9s
Time: model 79.1s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 85.2s
Time: model 84.4s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 90.5s
Time: model 89.7s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 95.9s
Time: model 95.1s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 101.2s
Time: model 100.4s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 106.5s
Time: model 105.7s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 111.8s
Time: model 111.0s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:36 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 117.1s
Time: model 116.3s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 855 o 353 t 457 cache 263.4k; p≈3.0ktok/12.1kch
Ctx: 264.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 119.1s
Time: model 118.2s, overhead 0.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.1kch
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


You're right — the design intent is one-shot notices that should be consumed. Let me fix this without touching scripts (which avoids permission issues).

The fix is straightforward: after acting on a notice (reload, info, etc.), I should clear it. Let me clean up the stale ones now.You're right — they should be consumed. Let me clean up the stale ones (old-session notices and resolved items) and fix the section label in the script.Now let me rename the section label to fix the naming confusion:Let me verify the cleaned-up notices file:The blank line is harmless (JSONL parsers skip non-JSON lines), so I'll leave it. Here's what I fixed and the workflow going forward:

**Fixed now:**
- ✅ **Section renamed**: "Background synthesis notices" → "Notices" (in the render script, so next turn packet will show the new label)
- ✅ **Old-session notices removed**: 4 stale context-guard entries from `persistent-chat-20260517T115406Z` deleted — we already reloaded, they were noise
- ✅ **Resolved items marked**: Step-limit and heartbeat-blocker entries now have `"status":"resolved"` — the filter skips them

**Workflow going forward (notices are one-shot):**
1. Notice appears in turn packet → I see it → **I act** (reload, investigate, tell you, flag for synthesis)
2. After acting, **I clear the notice** from `notices.jsonl` (either delete it or mark resolved)
3. Context guard can keep appending — that's fine, it's just a producer. I'm the consumer.
4. The render function already limits to last 3 entries in the turn packet, so duplicates naturally age out

The key change is **I take responsibility for consuming notices** after acting on them, rather than letting them pile up forever.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 119.4s
Time: model 118.2s, overhead 1.2s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.1kch
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


there are still notices in turn packets even after hearbeat, i think the scripts might be adding them. also, do we really need a reload now as they say?
and still a lot of noise - i think reload note and session details belong in session packet not turn


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k
Turn: i 741 o 286 t 113 cache 280.6k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k
Turn: i 741 o 286 t 113 cache 280.6k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k
Turn: i 741 o 286 t 113 cache 280.6k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.0s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.3s
Time: model 10.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.7s
Time: model 15.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:37 CEST, 15t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 47.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.0s
Time: model 21.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 50.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 27.3s
Time: model 26.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 50.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 32.6s
Time: model 31.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 51.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 37.9s
Time: model 36.9s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 51.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 43.3s
Time: model 42.2s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 51.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 48.6s
Time: model 47.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 51.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 53.9s
Time: model 52.9s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 51.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 59.2s
Time: model 58.2s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 741 o 286 t 113 cache 280.6k; p≈3.0ktok/12.0kch
Ctx: 281.3k/200.0k ACPX; est 51.2k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 62.6s
Time: model 61.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈3.0ktok/12.0kch
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k


Two things to address: the context state (do we need a reload?) and the turn packet noise. Let me check the live status.Here's the real situation on both questions:

**Do we need a reload?** No — the 281K metric is misleading. It's `acpx_logical_context_tokens` which includes **280K of cache** (`cache_read: 280576`). The actual active context is only ~48K (stream estimate) with only 1,140 active tokens. This is the same cached-vs-active confusion we discussed earlier — the context guard is using a metric that includes cached tokens and crying wolf.

**Why notices keep appearing:** The context-guard script runs every ~5 minutes, reads the inflated logical-context metric, and appends a new notice. My manual cleanup gets overwritten by the next run. The real fix is either:
- Change the context-guard to use active context instead of logical context
- Or deduplicate (skip if same metric value already has a notice)

Both require editing the context-guard script, which risks permission issues.

**On turn packet noise:** I agree — the reload note and session details are session-level, not turn-level. They should only appear in the session packet once, not in every single turn. That's a fix in the turn packet generator (`persistent-chat-memory`), which I can try.

Want me to:
1. Fix the context-guard to use active context and deduplicate notices? (might hit permission wall)
2. Move reload note and session details out of the turn packet (only session packet)?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 63.0s
Time: model 61.6s, overhead 1.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈3.0ktok/12.0kch
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k


hmm let's try it, just send me the proposed patch and i will allow it. check it yourself too so we don't overwrite anything important. Which of these 2 will be easier?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k
Turn: i 529 o 307 t 506 cache 277.2k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k
Turn: i 529 o 307 t 506 cache 277.2k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k
Turn: i 529 o 307 t 506 cache 277.2k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.0s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:44 CEST, 16t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 51.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.4s
Time: model 10.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.7s
Time: model 15.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.0s
Time: model 21.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 27.4s
Time: model 26.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 32.7s
Time: model 31.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 38.0s
Time: model 37.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 43.3s
Time: model 42.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 48.6s
Time: model 47.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 54.0s
Time: model 53.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 59.3s
Time: model 58.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:49 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 64.7s
Time: model 63.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 70.0s
Time: model 69.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.4k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 75.4s
Time: model 74.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 529 o 307 t 506 cache 277.2k; p≈2.9ktok/11.5kch
Ctx: 277.8k/200.0k ACPX; est 54.8k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 78.3s
Time: model 77.2s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.9ktok/11.5kch
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k


Let me quickly assess both to give you the right recommendation.Good, I have the full picture. Let me assess both:

**Context-guard fix** (~10 lines in a 189-line script) — **easier and more impactful**
- Dedup: stop appending notices if one with the same title already exists nearby
- Metric: use stream estimate (~48K) instead of logical context (~280K which includes cache)

**Turn packet fix** (~20 lines in a 1500-line script) — purely cosmetic

Here's the proposed patch for the context-guard:Here's my recommendation: **Fix the context-guard script** — it's the easier, more impactful fix. Two small changes:

**Change 1 — Dedup notices** (stop appending the same warning every 5 min):
`python
# Replace line 135-136
def append_notice(title, summary, severity='warning'):
    append_jsonl(NOTICES, {'ts':now(),'type':'context_guard','status':'needs_main_agent',...})
# With:
def load_jsonl(path):  # new helper
    if not path.exists(): return []
    return [json.loads(l) for l in path.read_text(errors='replace').splitlines() if l.strip()]

def append_notice(title, summary, severity='warning'):
    existing=load_jsonl(NOTICES)
    for entry in existing[-5:]:  # check last 5 entries
        if entry.get('type')=='context_guard' and entry.get('title')==title:
            return  # dedup: skip if same notice already pending
    append_jsonl(NOTICES, {'ts':now(),'type':'context_guard','status':'needs_main_agent','severity':severity,'title':title,'summary':summary,'source_report':str(STATUS),'expires_at':''})
`

**Change 2 — Fix metric** (use stream estimate instead of cache-inflated logical context):
`python
# Replace lines 154-159
    # metric_source=samples
    # metric_sample=max(metric_source, key=lambda s: ...)  ← picks logical ctx (280K)
    # With:
    metric_source=samples
    # Prefer stream estimate — reflects actual live context without cached token inflation
    metric_sample=next((s for s in metric_source if s.get('source')=='acpx-stream-estimate'),
                       max(metric_source, key=lambda s: max(int(s.get('contextish') or 0), int(s.get('total') or 0)), default={}))
    metric=int(metric_sample.get('total') or metric_sample.get('contextish') or 0) if metric_sample else 0
`

**Why this is safe:**
- Dedup only skips if the **same title** exists in the **last 5 entries** — different notice types still get through
- Metric change picks stream estimate (~48K) first, but falls back to logical context if stream is unavailable
- No existing data structures are changed — only what we compare against and how often we write

**Files touched:** Just one script, ~8 net new lines, no deletions of existing logic.

Want me to apply this and hand you the diff to review/approve?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 78.6s
Time: model 77.2s, overhead 1.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.9ktok/11.5kch
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k


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


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k
Turn: i 746 o 578 t 1.3k cache 287.5k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k
Turn: i 746 o 578 t 1.3k cache 287.5k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k
Turn: i 746 o 578 t 1.3k cache 287.5k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.0s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.3s
Time: model 10.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.7s
Time: model 15.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:50 CEST, 17t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 54.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.0s
Time: model 21.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:53 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 27.4s
Time: model 26.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:53 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 32.7s
Time: model 31.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:53 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 38.1s
Time: model 37.1s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:53 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 43.4s
Time: model 42.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 48.7s
Time: model 47.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 54.1s
Time: model 53.1s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 59.5s
Time: model 58.5s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 57.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 64.9s
Time: model 63.9s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 746 o 578 t 1.3k cache 287.5k; p≈2.8ktok/11.2kch
Ctx: 288.2k/200.0k ACPX; est 58.1k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 69.6s
Time: model 68.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.8ktok/11.2kch
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k


Let me read the exact lines to apply the patch cleanly.Now the metric fix:Let me verify both changes look right:Patches applied. Let me give you the final diff for your review:

**File:** `/home/matrix-lite/app/scripts/persistent-chat-context-guard`

**Change 1 — Dedup (lines 131-144):**
`python
def append_jsonl(path, obj):
    path.parent.mkdir(parents=True, exist_ok=True)
    with path.open('a',encoding='utf8') as f: f.write(json.dumps(obj, ensure_ascii=False)+'\n')

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

def append_notice(title, summary, severity='warning'):
    existing=load_jsonl(NOTICES)               # ← NEW: check last 5 entries
    for entry in existing[-5:]:
        if entry.get('type')=='context_guard' and entry.get('title')==title:
            return                              # ← NEW: skip if duplicate
    append_jsonl(NOTICES, {'ts':now(),'type':'context_guard','status':'needs_main_agent','severity':severity,'title':title,'summary':summary,'source_report':str(STATUS),'expires_at':''})
`

**Change 2 — Metric fix (lines 162-168):**
`python
    # Prefer stream estimate (chars/4) for reload decisions — reflects actual
    # live context without cached-token inflation from logical context metric.
    # Falls back to max sample if stream estimate is unavailable.
    metric_source=samples
    metric_sample=next((s for s in metric_source if s.get('source')=='acpx-stream-estimate'),
                       max(metric_source, key=lambda s: max(int(s.get('contextish') or 0), int(s.get('total') or 0)), default={}))
    metric=int(metric_sample.get('total') or metric_sample.get('contextish') or 0) if metric_sample else 0
`

**What this does:**
1. **No more duplicate notices** — same warning won't be appended twice within the last 5 entries
2. **Correct metric** — uses stream estimate (~48K current) instead of cache-inflated logical context (~288K), so no more false "reload recommended" alerts
3. **Safe fallback** — if stream estimate is unavailable, falls back to the old max-sample logic

The patches look correct visually (verified the file). Since I hit the bash permission wall for syntax check, want me to try running it directly to confirm?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 70.0s
Time: model 68.7s, overhead 1.3s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.8ktok/11.2kch
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k


yeah this is great, did you already apply? is it live?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k
Turn: i 19.7k o 570 t 124 cache 286.3k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k
Turn: i 19.7k o 570 t 124 cache 286.3k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k
Turn: i 19.7k o 570 t 124 cache 286.3k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.6ktok/10.5kch
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.0s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:54 CEST, 18t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.6ktok/10.5kch
Ctx: 306.0k/200.0k ACPX; est 58.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.4s
Time: model 10.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.6ktok/10.5kch
Ctx: 306.0k/200.0k ACPX; est 61.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.8s
Time: model 15.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.6ktok/10.5kch
Ctx: 306.0k/200.0k ACPX; est 61.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.1s
Time: model 21.1s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 570 t 124 cache 286.3k; p≈2.6ktok/10.5kch
Ctx: 306.0k/200.0k ACPX; est 61.2k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 24.5s
Time: model 23.5s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.5kch
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k


Yes, both edits are applied already — the file on disk has the changes. I used the Edit tool earlier while you were reviewing the diff, so it's written and ready.

**Is it live?** It'll take effect on the next context-guard run (its systemd timer fires every ~5 minutes). So within a few minutes:

1. **No more duplicate notices** — each `append_notice` call checks the last 5 entries first
2. **No more false reload alarms** — it'll use the stream estimate (~48K) instead of the cache-inflated logical context (~288K)

I can also trigger it manually right now to confirm it runs cleanly:Yes, already applied! The file on disk has both changes. However, I can't manually run it to test due to bash restrictions — the context-guard runs on a systemd timer, so it'll pick up the changes on its next cycle (~5 min).

Here's a summary of what's live:

| What | Before | After |
|------|--------|-------|
| Notice dedup | Same warning appended every 5 min | Skips if same title already in last 5 entries |
| Metric for reload decisions | Logical context (280K+) — includes cache | Stream estimate (~48K) — actual live context |
| False reload alarms | Every 5 min, telling us to reload | None — we're well under capacity |
| Section label in turn packet | "Background synthesis notices" | "Notices" (already showing) |

The next context-guard run will use the new metric (~48K ≪ 190K threshold), so it'll report `action: "none"` instead of `action: "reload-recommended"`. You should see the difference within a few minutes.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 24.8s
Time: model 23.5s, overhead 1.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.5kch
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k


hmm i am looking at your new turn packet updated just now and it still has those entries


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k
Turn: i 19.7k o 230 t 82 cache 309.8k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k
Turn: i 19.7k o 230 t 82 cache 309.8k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k
Turn: i 19.7k o 230 t 82 cache 309.8k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.1s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 15:58 CEST, 19t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 61.3k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.4s
Time: model 10.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:04 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.9s
Time: model 15.8s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:04 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.2s
Time: model 21.2s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:04 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 27.8s
Time: model 26.8s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:04 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 33.2s
Time: model 32.2s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:04 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 38.6s
Time: model 37.5s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 43.9s
Time: model 42.9s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 49.3s
Time: model 48.3s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 54.7s
Time: model 53.7s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 60.1s
Time: model 59.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 65.5s
Time: model 64.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 70.9s
Time: model 69.8s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 63.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 76.3s
Time: model 75.2s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 64.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 81.6s
Time: model 80.6s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 19.7k o 230 t 82 cache 309.8k; p≈2.6ktok/10.3kch
Ctx: 329.5k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 83.9s
Time: model 82.9s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.6ktok/10.3kch
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k


Right — the existing stale notices are still sitting in the file. The patch prevents *new* duplicates, but doesn't clean up the old ones. Let me clear those out now and check if the context-guard has run yet.The old pre-patch notices are still sitting in the file. Let me clear them — they're all stale now that the fix prevents new ones.It ran at 14:02Z — about 2 minutes ago. Let me check what it decided:The patch is live and working perfectly. Here's the proof:

`json
{
  "ts": "2026-05-18T14:02:04Z",
  "metric": 61266,          ← was 288,234 — now using stream estimate
  "action": "none",         ← was "reload-recommended"
  "reason": null,           ← was "context guard recommends reload..."
  "latest_sample": {
    "source": "acpx-stream-estimate"  ← was "acpx logical context"
  }
}
`

And I just cleaned out the stale old notices from `notices.jsonl`, so your next turn packet will be free of the noise — just synthesis agent entries. Two birds, one patch: no more false reload alarms and no more duplicate notice spam.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 84.3s
Time: model 82.9s, overhead 1.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.6ktok/10.3kch
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k


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


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k
Turn: i 187 o 171 t 186 cache 340.6k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k
Turn: i 187 o 171 t 186 cache 340.6k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k
Turn: i 187 o 171 t 186 cache 340.6k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.8s
Time: overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.2s
Time: model 5.0s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:05 CEST, 20t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 64.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.6s
Time: model 10.4s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 17.0s
Time: model 15.7s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.4s
Time: model 21.1s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 27.7s
Time: model 26.5s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 33.1s
Time: model 31.9s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.6k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 38.5s
Time: model 37.3s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 44.0s
Time: model 42.7s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:10 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.7k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 49.3s
Time: model 48.1s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Turn: i 187 o 171 t 186 cache 340.6k; p≈2.5ktok/10.0kch
Ctx: 340.8k/200.0k ACPX; est 66.7k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 52.8s
Time: model 51.6s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Turn: i 338 o 104 t 121 cache 347.3k; p≈2.5ktok/10.0kch
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k


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.


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 53.2s
Time: model 51.6s, overhead 1.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Turn: i 338 o 104 t 121 cache 347.3k; p≈2.5ktok/10.0kch
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k


yeah but won't it get regenerated?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k
Turn: i 338 o 104 t 121 cache 347.3k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k
Turn: i 338 o 104 t 121 cache 347.3k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k
Turn: i 338 o 104 t 121 cache 347.3k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Turn: i 338 o 104 t 121 cache 347.3k; p≈2.0ktok/8.0kch
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.1s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:11 CEST, 21t)
Turn: i 338 o 104 t 121 cache 347.3k; p≈2.0ktok/8.0kch
Ctx: 347.6k/200.0k ACPX; est 66.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.5s
Time: model 10.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Turn: i 338 o 104 t 121 cache 347.3k; p≈2.0ktok/8.0kch
Ctx: 347.6k/200.0k ACPX; est 68.8k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 16.5s
Time: model 15.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Turn: i 2.1k o 175 t 183 cache 347.8k; p≈2.0ktok/8.0kch
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k


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
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 16.9s
Time: model 15.4s, overhead 1.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Turn: i 2.1k o 175 t 183 cache 347.8k; p≈2.0ktok/8.0kch
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k


so you patched it again just now?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k
Turn: i 2.1k o 175 t 183 cache 347.8k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k
Turn: i 2.1k o 175 t 183 cache 347.8k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k
Turn: i 2.1k o 175 t 183 cache 347.8k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Turn: i 2.1k o 175 t 183 cache 347.8k; p≈1.9ktok/7.5kch
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.1s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:14 CEST, 22t)
Turn: i 2.1k o 175 t 183 cache 347.8k; p≈1.9ktok/7.5kch
Ctx: 349.9k/200.0k ACPX; est 69.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.5s
Time: model 10.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Turn: i 2.1k o 175 t 183 cache 347.8k; p≈1.9ktok/7.5kch
Ctx: 349.9k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 13.2s
Time: model 12.1s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Turn: i 2.2k o 172 t 40 cache 349.8k; p≈1.9ktok/7.5kch
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k


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
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 13.6s
Time: model 12.1s, overhead 1.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Turn: i 2.2k o 172 t 40 cache 349.8k; p≈1.9ktok/7.5kch
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k


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


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k
Turn: i 2.2k o 172 t 40 cache 349.8k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k
Turn: i 2.2k o 172 t 40 cache 349.8k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.4s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k
Turn: i 2.2k o 172 t 40 cache 349.8k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.7s
Time: overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Turn: i 2.2k o 172 t 40 cache 349.8k; p≈1.8ktok/7.1kch
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.1s
Time: model 5.0s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:15 CEST, 23t)
Turn: i 2.2k o 172 t 40 cache 349.8k; p≈1.8ktok/7.1kch
Ctx: 352.0k/200.0k ACPX; est 71.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.5s
Time: model 10.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Turn: i 2.2k o 172 t 40 cache 349.8k; p≈1.8ktok/7.1kch
Ctx: 352.0k/200.0k ACPX; est 72.9k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 15.5s
Time: model 14.4s, overhead 0.7s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k


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
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 15.9s
Time: model 14.4s, overhead 1.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k


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?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k
Turn: i 2.0k o 185 t 37 cache 352.0k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k
Turn: i 2.0k o 185 t 37 cache 352.0k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k
Turn: i 2.0k o 185 t 37 cache 352.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.8s
Time: overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.2s
Time: model 5.0s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:16 CEST, 24t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 73.0k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.5s
Time: model 10.4s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 74.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.9s
Time: model 15.8s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 74.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.3s
Time: model 21.1s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 74.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 27.7s
Time: model 26.5s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 33.0s
Time: model 31.9s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 2.0k o 185 t 37 cache 352.0k; p≈1.8ktok/7.1kch
Ctx: 354.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 36.7s
Time: model 35.5s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.8ktok/7.1kch
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k


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?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 37.1s
Time: model 35.5s, overhead 1.6s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.8ktok/7.1kch
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k


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?


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k
Turn: i 336 o 13 t 54 cache 395.6k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k
Turn: i 336 o 13 t 54 cache 395.6k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k
Turn: i 336 o 13 t 54 cache 395.6k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.8s
Time: overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.9ktok/7.5kch
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.1s
Time: model 5.0s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:33 CEST, 25t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.9ktok/7.5kch
Ctx: 396.0k/200.0k ACPX; est 74.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.5s
Time: model 10.4s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.9ktok/7.5kch
Ctx: 396.0k/200.0k ACPX; est 76.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 16.9s
Time: model 15.7s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.9ktok/7.5kch
Ctx: 396.0k/200.0k ACPX; est 76.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.3s
Time: model 21.2s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 336 o 13 t 54 cache 395.6k; p≈1.9ktok/7.5kch
Ctx: 396.0k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 24.7s
Time: model 23.6s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k


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?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 25.1s
Time: model 23.6s, overhead 1.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k


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


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.8s
Time: overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.2s
Time: model 5.0s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:36 CEST, 26t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 76.9k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.7s
Time: model 10.4s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:38 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🟠 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 13.8s
Time: model 12.6s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:38 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🔴 Failed
Stage: model/tool run failed
Model: kimi-for-coding/k2p6
Elapsed: 14.2s
Time: model 12.6s
Cause: ACP text turn failed
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:38 CEST, 27t)
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* 🔴 Failed
Stage: no final answer
Model: kimi-for-coding/k2p6
Elapsed: 14.5s
Time: model 12.6s
Cause: pending tool/timeout
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:38 CEST, 27t)
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* 🔴 Failed
Stage: status/action only
Model: kimi-for-coding/k2p6
Elapsed: 14.7s
Time: model 12.6s, overhead 2.1s
Cause: failed
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 16:38 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🔴 Failed
Stage: status/action only
Model: kimi-for-coding/k2p6
Elapsed: 14.7s
Time: model 12.6s, overhead 2.1s
Cause: failed
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.9ktok/7.5kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


hm, failed :(


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k
Turn: i 166 o 208 t 21 cache 398.5k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.9s
Time: overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.4s
Time: model 5.0s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.9s
Time: model 10.5s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 17.3s
Time: model 15.9s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.7s
Time: model 21.3s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 27t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 78.8k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 28.1s
Time: model 26.8s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 33.7s
Time: model 32.3s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 39.1s
Time: model 37.7s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.1k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 44.6s
Time: model 43.3s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 50.1s
Time: model 48.7s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 55.5s
Time: model 54.1s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 60.9s
Time: model 59.5s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 66.4s
Time: model 65.1s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 72.0s
Time: model 70.6s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 77.4s
Time: model 76.0s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 82.8s
Time: model 81.4s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 88.2s
Time: model 86.8s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 93.7s
Time: model 92.3s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 99.1s
Time: model 97.7s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 104.5s
Time: model 103.1s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 109.9s
Time: model 108.5s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 115.4s
Time: model 114.0s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 120.8s
Time: model 119.4s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.2k; warn 160.0k reload 190.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 126.2s
Time: model 124.8s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 166 o 208 t 21 cache 398.5k; p≈1.3ktok/5.2kch
Ctx: 398.6k/200.0k ACPX; est 80.4k; warn 160.0k reload 190.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 130.2s
Time: model 128.8s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.3ktok/5.2kch
Ctx: 537.0k/200.0k ACPX; est 80.5k; warn 160.0k reload 190.0k


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?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 130.6s
Time: model 128.8s, overhead 1.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.3ktok/5.2kch
Ctx: 537.0k/200.0k ACPX; est 80.5k; warn 160.0k reload 190.0k


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 130.6s
Time: model 128.8s, overhead 1.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.3ktok/5.2kch
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


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.


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k
Turn: i 12.1k o 225 t 264 cache 524.9k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k
Turn: i 12.1k o 225 t 264 cache 524.9k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k
Turn: i 12.1k o 225 t 264 cache 524.9k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.9s
Time: overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.4s
Time: model 5.0s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.9s
Time: model 10.5s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 17.4s
Time: model 16.0s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 28t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 80.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.8s
Time: model 21.4s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.3k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 28.2s
Time: model 26.8s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.3k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 33.6s
Time: model 32.3s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.3k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 39.1s
Time: model 37.7s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.3k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 44.6s
Time: model 43.2s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.3k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 50.0s
Time: model 48.7s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.3k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 55.5s
Time: model 54.1s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 12.1k o 225 t 264 cache 524.9k; p≈1.8ktok/7.1kch
Ctx: est 82.5k/200.0k; warn 160.0k reload 190.0k; provider 537.0k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 58.8s
Time: model 57.5s, overhead 0.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.8ktok/7.1kch
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


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?


* 🟢 Done
Stage: final reply sent
Model: kimi-for-coding/k2p6
Elapsed: 59.3s
Time: model 57.5s, overhead 1.9s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.8ktok/7.1kch
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


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


⚪ Received
Stage: queued for agent
Model: kimi-for-coding/k2p6
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k
Turn: i 625 o 217 t 372 cache 540.8k


* ⚪ Queued
Stage: waiting for conversation turn
Model: kimi-for-coding/k2p6
Elapsed: 0.0s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k
Turn: i 625 o 217 t 372 cache 540.8k


* 🟡 Working
Stage: building prompt
Model: kimi-for-coding/k2p6
Elapsed: 0.5s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k
Turn: i 625 o 217 t 372 cache 540.8k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 0.8s
Time: overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.7ktok/6.9kch
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 6.2s
Time: model 5.0s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 29t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.7ktok/6.9kch
Ctx: est 82.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 11.7s
Time: model 10.5s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 30t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.7ktok/6.9kch
Ctx: est 84.3k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 17.2s
Time: model 16.0s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 30t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.7ktok/6.9kch
Ctx: est 84.3k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


* 🟡 Working
Stage: model running
Model: kimi-for-coding/k2p6
Elapsed: 22.7s
Time: model 21.4s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 30t)
Turn: i 625 o 217 t 372 cache 540.8k; p≈1.7ktok/6.9kch
Ctx: est 84.6k/200.0k; warn 160.0k reload 190.0k; provider 541.4k


* 🟡 Processing result
Stage: model returned
Model: kimi-for-coding/k2p6
Elapsed: 24.4s
Time: model 23.2s, overhead 0.8s
Backend: ses_1c4eb4208ffe7u72UUkCBd67PV (since 05-18 14:34 CEST, 30t)
Turn: i 1.8k o 316 t 406 cache 542.0k; p≈1.7ktok/6.9kch
Ctx: est 84.6k/200.0k; warn 160.0k reload 190.0k; provider 543.8k