type: message

role: user

type: text

text: what


role: assistant

type: thinking

thinking:
The user asked "what" which is very vague. They also provided context about context-mode being active and session state being in implement mode.

I should ask for clarification about what they want to do. Given the session mode is "implement", they're likely working on some coding task. But "what" doesn't give me enough information.

I'll ask them to clarify what they'd like me to help with.

thinkingSignature: reasoning

text:
What would you like to work on? Your session is in **implement** mode, and context-mode is active.

For example:
- **Code changes** — point me to files or describe the feature/bug
- **Analyze/search** — use `ctx_search` to find things in your indexed knowledge base
- **Run commands** — use `ctx_execute` or `ctx_batch_execute` for complex multi-step tasks
- **Index docs** — use `ctx_index` to add docs/code for later searching

What do you need help with?

api: openai-completions

provider: ollama-cloud

stopReason: stop


text: applications


thinking:
The user just said "applications". That's very vague. They might be asking about:
1. Applications in the current project/directory
2. What applications are available
3. Something about application development
4. Applications in a specific context

Let me check what's in the current working directory to understand the context better. I'll use bash to list the directory contents.

bash

type: toolCall

command: ls -la /home/liph

stopReason: toolUse


role: toolResult

toolName: bash

text:
total 17164
drwx------ 23 liph liph     4096 Jul 24 16:19 .
drwxr-xr-x  4 root root     4096 Mar 23 21:05 ..
drwxr-xr-x  6 liph liph     4096 Jul 24 10:01 .a5c
lrwxrwxrwx  1 liph liph       27 Mar 23 20:59 .aliases.zsh -> dotfiles/zshrc/.aliases.zsh
drwx------  3 liph liph     4096 Mar 23 21:06 .atuin
-rw-------  1 liph liph      327 Jul 23 22:13 .bash_history
-rw-r--r--  1 liph liph       21 Dec 10  2025 .bash_logout
-rw-r--r--  1 liph liph       57 Dec 10  2025 .bash_profile
-rw-r--r--  1 liph liph      172 Dec 10  2025 .bashrc
drwxr-xr-x  3 liph liph     4096 Mar 23 21:18 .bun
drwxr-xr-x 12 liph liph     4096 Jul 23 17:26 .cache
drwxr-xr-x  3 liph liph     4096 Mar 23 21:06 .cargo
lrwxrwxrwx  1 liph liph       16 Jul 22 08:50 code -> /mnt/flash1/code
drwxr-xr-x 11 liph liph     4096 Jul 24 08:47 .config
-rw-------  1 liph liph 70246400 Jul 23 17:37 core
drwxr-xr-x 30 liph liph     4096 Jul 23 16:54 dotfiles
drwxr-xr-x  3 liph liph     4096 Jul 23 17:33 .dotnet
lrwxrwxrwx  1 liph liph       26 Mar 23 20:59 .export.zsh -> dotfiles/zshrc/.export.zsh
-rw-r--r--  1 liph liph       45 Jul 23 13:58 .gitconfig
drwx------  3 liph liph     4096 Mar 24 09:39 .gnupg
drwx------ 17 liph liph     4096 Jul 23 22:18 .hermes
drwxr-xr-x  6 liph liph     4096 Jul 21 21:25 .local
drwxr-xr-x  3 liph liph     4096 Dec 30  2025 .locale
drwxr-xr-x  6 liph liph     4096 Jul 24 08:36 .npm
drwxr-xr-x  4 liph liph     4096 Jul 23 17:33 .nuget
drwxr-xr-x  4 liph liph     4096 Jul 21 22:02 .opencode
drwxr-xr-x  5 liph liph     4096 Mar 23 21:09 paru
lrwxrwxrwx  1 liph liph       15 Jul 21 21:25 .pi -> dotfiles/pi/.pi
lrwxrwxrwx  1 liph liph       27 Mar 23 20:59 .plugins.zsh -> dotfiles/zshrc/.plugins.zsh
drwxr-xr-x  4 liph liph     4096 Dec 30  2025 .pyenv
-rw-------  1 liph liph        0 Jul 23 21:44 .python_history
drwxr-xr-x  3 liph liph     4096 Dec 30  2025 scripts_arch
drwx------  2 liph liph     4096 Mar 23 21:17 .ssh
drwxr-xr-x  4 liph liph     4096 Mar 24 08:27 .tmux
lrwxrwxrwx  1 liph liph       24 Mar 24 08:11 .tmux.conf -> dotfiles/tmux/.tmux.conf
lrwxrwxrwx  1 liph liph       20 Mar 24 08:11 .tmuxp -> dotfiles/tmux/.tmuxp
drwxr-xr-x 29 liph liph     4096 Jul 23 18:01 UniClipboard
-rw-r--r--  1 liph liph    60375 Jul 24 16:19 .zcompdump
-rw-------  1 liph liph     2281 Mar 23 21:02 .zsh_history
lrwxrwxrwx  1 liph liph       21 Mar 23 20:59 .zshrc -> dotfiles/zshrc/.zshrc


thinking:
The user just said "applications" which is very vague. I see the current directory is /home/liph which is the home directory with various dotfiles and symlinks. There's a `code` symlink to `/mnt/flash1/code` and a `UniClipboard` directory.

I should ask for clarification about what they mean by "applications" - are they looking for:
1. Installed applications on the system?
2. Applications/projects in their code directory?
3. Something about application development?
4. A specific application they want to work on?

Let me check if there's anything in the code directory that might give context.

command: ls -la /mnt/flash1/code 2>/dev/null || echo "Directory not accessible"


text:
total 36
drwxr-xr-x 9 liph liph 4096 Jul 24 12:54 .
drwxr-xr-x 4 root root 4096 Jul 21 22:02 ..
drwxr-xr-x 8 liph liph 4096 Jul 24 10:21 aerc
drwxr-xr-x 2 liph liph 4096 Jul 24 12:21 candles
drwxr-xr-x 2 liph liph 4096 Jul 24 12:42 feuerkreis
drwxr-xr-x 2 liph liph 4096 Jul 24 13:09 männerzirkel
drwxr-xr-x 4 liph liph 4096 Jul 23 21:16 .Trash-1000
drwxr-xr-x 6 liph liph 4096 Jul 24 08:38 webpage
drwxr-xr-x 3 liph liph 4096 Jul 24 11:00 webstore


thinking:
The user said "applications" which is very vague. I found some directories in /mnt/flash1/code including:
- aerc
- candles
- feuerkreis
- männerzirkel
- webpage
- webstore

These look like projects/applications. I should ask for clarification but also provide what I found to be helpful. The user might want me to list applications, work on one, or something else.

text:
I see a few project directories in your `~/code` folder:

- **aerc** — email client (likely the aerc mailer)
- **candles**
- **feuerkreis**
- **männerzirkel**
- **webpage**
- **webstore**

What would you like to do with applications? For example:
- **List installed system applications** (`pacman -Q`, `flatpak list`, etc.)
- **Work on one of these projects** — which one?
- **Create a new application**
- **Search for something application-related** in your indexed knowledge base

Which application or task do you have in mind?


text: is


thinking:
The user just said "is" - very vague. Let me look at the context. The previous conversation was about "applications" and listing their code directory. Then they said "is". This could be:

1. They meant to ask "what is [something]?"
2. They're testing if I'm listening
3. They want to know "what is context-mode" based on the system message that just appeared about context-mode being active
4. They want to know about the applications listed

Given that a system message about context-mode just appeared, they might be asking "what is context-mode?" or they might be continuing from "applications is..." which doesn't make grammatical sense.

I should ask for clarification since "is" is incomplete. But I could also interpret it as asking about context-mode since that message just appeared. Let me provide a helpful response that covers both possibilities - acknowledge the vague query and offer to explain context-mode or continue with the applications discussion.

Actually, looking at the pattern, they might have accidentally sent an incomplete message or they're testing. I should ask what they'd like me to do, or if they want to know about context-mode.

Let me keep it simple and helpful.

text:
"Is" what? I need a bit more to go on 😊

A few possibilities:

1. **"What is context-mode?"** — It's a context-window optimization system that indexes files/docs into a searchable knowledge base so I don't re-read large files repeatedly. The hierarchy you saw means: batch operations > single commands > file processing > searching.

2. **"What is [one of those applications]?"** — I can inspect any of the projects in your `~/code` directory.

3. **"Applications is..."** — Were you about to describe something about your applications?

What were you trying to ask or do?


text: consuming


thinking:
The user said "consuming" and context-mode info was injected. They might be asking about what is consuming context/resources, or they might be asking about applications that are consuming resources. Let me check what's consuming context/memory/resources in their environment.

Let me look at what's running and consuming resources.

text: What do you want to know is consuming? Let me check a few things:

command: ps aux --sort=-%mem | head -20


text:
USER         PID %CPU %MEM    VSZ   RSS TTY      STAT START   TIME COMMAND
liph      267545 16.0  7.5 10556124 316964 pts/3 Sl+  16:19   0:02 pi
liph         188  0.6  6.0 74467944 254372 ?     Ssl  Jul23  10:38 /usr/bin/opencode serve --port 4096 --hostname 0.0.0.0
liph      267591  1.1  1.9 1542188 81468 pts/3   Sl+  16:19   0:00 /usr/bin/node /home/liph/dotfiles/pi/.pi/agent/npm/node_modules/context-mode/server.bundle.mjs
root         111  0.0  1.3 2161288 56640 ?       Ssl  Jul23   1:21 /usr/sbin/tailscaled --state=/var/lib/tailscale/tailscaled.state --socket=/run/tailscale/tailscaled.sock --port=41641
root         105  0.6  1.0 1280364 45200 ?       Ssl  Jul23  10:08 /usr/bin/netbird service run --log-level info --daemon-addr unix:///var/run/netbird.sock --log-file /var/log/netbird/client.log
root           1  0.0  0.3  20296 14288 ?        Ss   Jul23   0:01 /sbin/init
systemd+      77  0.0  0.3  23820 13932 ?        Ss   Jul23   0:00 /usr/lib/systemd/systemd-resolved
root      264288  0.0  0.3  21520 13196 ?        Ss   16:14   0:00 sshd-session: liph [priv]
root          45  0.0  0.3  43540 12596 ?        Ss   Jul23   0:00 /usr/lib/systemd/systemd-journald
liph         150  0.0  0.2  18112 11868 ?        Ss   Jul23   0:00 /usr/lib/systemd/systemd --user --deserialize=10
systemd+      81  0.0  0.2  18156  9848 ?        Ss   Jul23   0:00 /usr/lib/systemd/systemd-networkd
liph      264292  0.6  0.2  13812  9768 pts/3    Ss   16:14   0:02 -zsh
liph      264291  0.2  0.2  22416  9124 ?        S    16:14   0:00 sshd-session: liph@pts/3
root         107  0.0  0.1  18612  7900 ?        Ss   Jul23   0:00 /usr/lib/systemd/systemd-homed
root         106  0.0  0.1  12604  6200 ?        Ss   Jul23   0:00 sshd: /usr/bin/sshd -D [listener] 0 of 10-100 startups
root         108  0.0  0.1   9760  6068 ?        Ss   Jul23   0:00 /usr/lib/systemd/systemd-logind
root      266978  0.0  0.1   9364  5092 ?        S    16:18   0:00 systemd-userwork: waiting...
root      267637  0.0  0.1   9364  4996 ?        S    16:19   0:00 systemd-userwork: waiting...
root      266745  0.0  0.1   9204  4924 ?        S    16:18   0:00 systemd-nsresourcework


thinking: The user seems to be asking what is consuming resources (memory/CPU). The top output shows pi is consuming 16% CPU and 7.5% memory, opencode is consuming 6% memory, context-mode server is consuming 1.9% memory. Let me provide a clear summary.

text:
Top memory consumers on your system:

| Process | %MEM | RSS | Notes |
|---------|------|-----|-------|
| **pi** (this agent) | **7.5%** | 317 MB | Currently active |
| **opencode serve** | **6.0%** | 254 MB | AI coding assistant daemon |
| **context-mode server** | **1.9%** | 81 MB | Context optimization server |
| tailscaled | 1.3% | 57 MB | VPN |
| netbird | 1.0% | 45 MB | VPN/mesh network |

**Total AI-related processes** (pi + opencode + context-mode) ≈ **652 MB RAM** (~15.4%)

**CPU right now**: `pi` is the busiest at 16% CPU (likely from our current activity).

---

Want me to check something more specific?
- **Disk usage** (`du -sh` on home)?
- **Network consumers**?
- **Battery/power consumers** (if laptop)?
- **Kill a process**?


text: the


thinking:
The user just wrote "the" and then the system sent the session state message. This is a very short, incomplete message. They might be starting to ask something like "what is the..." or "the context-mode is..." or maybe they just hit enter by accident.

Given the context-mode activation notice and the session state, they might be asking about the context-mode system itself - perhaps "what is the hierarchy?" or "what is the context-mode?" or "the [something about context-mode]".

I should ask for clarification since "the" is not a complete question. But I can also proactively offer information about the context-mode system since that seems to be what they're interested in given the system message that just printed.

Actually, looking at the pattern - the user has been asking very short questions: "what", "applications", "is", "consuming", "the". This feels like they're either testing me, or they're typing one word at a time to form a sentence, or they're seeing what I can infer.

Given the sequence: "what", "applications", "is", "consuming", "the" - maybe they're trying to ask "what applications is consuming the [most memory/resources]?" or similar. But that doesn't quite parse.

Or maybe they're asking about "the" in relation to the context-mode message. Like "what is the hierarchy" or "what is the context-mode".

I think the best approach is to acknowledge the incomplete input, note that context-mode was just activated, and offer to explain the context-mode system since that seems relevant. I'll be concise and ask what specifically they want to know.

text:
"The" what? You seem to be typing one word at a time 😄

Were you trying to ask:

- **"What is the hierarchy?"** → `ctx_batch_execute > ctx_execute > ctx_execute_file > ctx_search` means: use batch for multiple parallel commands, single `ctx_execute` for one command, `ctx_execute_file` for analyzing a specific file, and `ctx_search` for querying already-indexed content.
- **"What is the [context-mode]?"** → It's the system that indexes docs/code into a searchable DB so I don't burn tokens re-reading files.
- **"What is consuming the most?"** → From above: **pi** (317 MB) + **opencode** (254 MB) + **context-mode** (81 MB) = ~652 MB.

Or just tell me the full sentence and I'll answer properly!


text: most


thinking:
The user typed "the" and then "most" in separate messages. Combined with the previous context, they seem to be asking "what is consuming the most" - which I already answered above. But maybe they're continuing the sentence pattern. Let me look at the pattern:

1. "what"
2. "applications"
3. "is"
4. "consuming"
5. "the"
6. "most"

So the full sentence is likely "What applications is consuming the most?" or "What is consuming the most?"

I already answered this above. The top memory consumer is **pi** at 317 MB (7.5%), followed by opencode at 254 MB (6.0%), and context-mode server at 81 MB (1.9%).

I should reiterate the answer clearly since they seem to be building up to this question word by word.

text:
The **most** memory-consuming process on your system is:

**`pi`** — **317 MB** (7.5% of RAM)

Here's the top 3:
1. **pi** — 317 MB — This AI agent (current session)
2. **opencode serve** — 254 MB — Background AI coding assistant daemon
3. **context-mode server** — 81 MB — Context optimization index server

**Total AI stack** ≈ **652 MB** (~15.4% of your RAM)

---

Is there something specific you want to do about it? For example:
- **Kill/stop** a process?
- **Investigate why** it's using that much?
- **Check disk/CPU** instead of memory?
- **Something else entirely**?


text: ram


thinking:
The user is asking about RAM. They seem to be going through a word-by-word pattern: "what", "applications", "is", "consuming", "the", "most", "ram". So they want to know what is consuming the most RAM on their system.

I already ran `ps aux --sort=-%mem | head -20` earlier and showed the results. The top memory consumers were:
1. pi - 7.5% / 317 MB
2. opencode serve - 6.0% / 254 MB
3. context-mode server - 1.9% / 81 MB

I should provide a clear, concise answer about what's consuming the most RAM. I already gave this info, but maybe they want it summarized more clearly now that they've "finished" their sentence.

Let me also check total RAM to give context.

text:
Based on the earlier process list, here's what's consuming the **most RAM** on your system:

| Rank | Process | Memory |
|------|---------|--------|
| 🥇 | **pi** (this session) | **317 MB** |
| 🥈 | **opencode serve** | **254 MB** |
| 🥉 | **context-mode server** | **81 MB** |

**Total AI stack** (pi + opencode + context-mode) = **~652 MB**

These are your top 3. The rest (tailscaled, netbird, systemd, sshd, etc.) are all under **60 MB** each.

---

Want me to:
- Check your **total installed RAM**?
- Show **systemd services** using the most memory?
- Check **disk cache/buffers** usage?
- **Kill** any of these processes?