feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
# zot extensions
zot can be extended with custom slash commands by running an external
program as a subprocess and exchanging newline-delimited JSON over
its stdin/stdout. Extensions can be written in **any language** that
can read and write JSON lines from stdio — Go, TypeScript, Python,
Rust, shell with `jq` , anything.
feat(extensions): phase 3 — event subscriptions + tool-call interception
Two new capabilities, both ride on the existing subprocess
protocol with a couple of new frame types.
Event subscriptions (one-way notifications):
ext -> host: subscribe {events: [...], intercept: [...]}
host -> ext: event {event, ...payload}
Recognised events: session_start, turn_start, turn_end,
tool_call, assistant_message. Subscribers get fire-and-forget
notifications on each. Useful for telemetry, audit logs, custom
state widgets that follow live agent activity.
Tool-call interception (round-trip, can refuse):
host -> ext: event_intercept {id, event:"tool_call", tool_name, tool_args}
ext -> host: event_intercept_response {id, block?, reason?}
When at least one extension subscribed to "tool_call" intercept,
zot asks each one in turn before running every tool call. First
blocker wins; reason becomes the tool-result error text the model
sees. Per-extension 5s timeout treats unresponsive interceptors
as "allow" so a wedged extension never stalls the agent.
Wire format additions (internal/extproto):
ext -> host: SubscribeFromExt, EventInterceptResponseFromExt
host -> ext: EventFromHost, EventInterceptFromHost
Manager (internal/agent/extensions):
- per-extension eventSubs / interceptSubs sets, populated by the
subscribe frame
- EmitEvent fans out to every subscribed extension on its own
goroutine (won't block the agent on slow stdin writes)
- InterceptToolCall walks subscribers serially, returning the
first refusal; 5s timeout per subscriber (allow on timeout)
- readLoop handles event_intercept_response correlations the
same way it handles command/tool responses
Core (internal/core/agent.go):
- Agent.BeforeToolExecute hook called from runOneTool right
before tool.Execute. Returning (allowed=false, reason)
short-circuits with an IsError tool result containing reason.
- Agent.OnEvent observer fires for every emitted AgentEvent;
composed transparently with the per-Prompt sink via wrapSink
so neither the existing TUI nor the rpc loop need changes.
Wiring (internal/agent/cli.go, rpc.go):
- wireAgentExt sets BeforeToolExecute -> InterceptToolCall and
OnEvent -> fanoutAgentEvent for every freshly-built agent
(initial, login rebuild, model swap)
- fanoutAgentEvent translates core AgentEvent kinds into
extproto.EventFromHost. Internal-only events (text_delta,
tool_progress) are dropped to keep the per-extension stream
sane.
- session_start emitted once after extensions come up
SDK (pkg/zotext):
- On(name, EventHandler) registers per-event observers
- InterceptToolCall(InterceptHandler) registers a single
intercept callback
- Run() now also sends a subscribe frame before the ready
sentinel, with the union of subscribed events + intercept
- Frame loop handles "event" and "event_intercept" frames,
runs the handlers (intercepts on a goroutine to avoid
head-of-line blocking)
- Capabilities advertised: commands + tools + events
Example (examples/extensions/guard):
- subscribes to session_start / turn_start / tool_call / turn_end
and writes one-line audit entries
- intercepts every bash call; refuses commands matching
rm -rf, sudo, dd of=/, mkfs, the fork bomb, chmod -R 777
- end-to-end verified live: agent -> bash("rm -rf /tmp/foo")
-> guard refuses -> model sees the refusal text and surfaces
it in its reply ("the guard blocked it, as expected — the
pattern \brm\s+-rf\b matched")
Docs/extensions.md updated with all five new frame types and the
guard example.
2026-04-19 14:57:03 +02:00
Three phases shipped so far:
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
- **Phase 1**: slash commands + chat notifications.
- **Phase 2**: tools the LLM can call.
feat(extensions): phase 3 — event subscriptions + tool-call interception
Two new capabilities, both ride on the existing subprocess
protocol with a couple of new frame types.
Event subscriptions (one-way notifications):
ext -> host: subscribe {events: [...], intercept: [...]}
host -> ext: event {event, ...payload}
Recognised events: session_start, turn_start, turn_end,
tool_call, assistant_message. Subscribers get fire-and-forget
notifications on each. Useful for telemetry, audit logs, custom
state widgets that follow live agent activity.
Tool-call interception (round-trip, can refuse):
host -> ext: event_intercept {id, event:"tool_call", tool_name, tool_args}
ext -> host: event_intercept_response {id, block?, reason?}
When at least one extension subscribed to "tool_call" intercept,
zot asks each one in turn before running every tool call. First
blocker wins; reason becomes the tool-result error text the model
sees. Per-extension 5s timeout treats unresponsive interceptors
as "allow" so a wedged extension never stalls the agent.
Wire format additions (internal/extproto):
ext -> host: SubscribeFromExt, EventInterceptResponseFromExt
host -> ext: EventFromHost, EventInterceptFromHost
Manager (internal/agent/extensions):
- per-extension eventSubs / interceptSubs sets, populated by the
subscribe frame
- EmitEvent fans out to every subscribed extension on its own
goroutine (won't block the agent on slow stdin writes)
- InterceptToolCall walks subscribers serially, returning the
first refusal; 5s timeout per subscriber (allow on timeout)
- readLoop handles event_intercept_response correlations the
same way it handles command/tool responses
Core (internal/core/agent.go):
- Agent.BeforeToolExecute hook called from runOneTool right
before tool.Execute. Returning (allowed=false, reason)
short-circuits with an IsError tool result containing reason.
- Agent.OnEvent observer fires for every emitted AgentEvent;
composed transparently with the per-Prompt sink via wrapSink
so neither the existing TUI nor the rpc loop need changes.
Wiring (internal/agent/cli.go, rpc.go):
- wireAgentExt sets BeforeToolExecute -> InterceptToolCall and
OnEvent -> fanoutAgentEvent for every freshly-built agent
(initial, login rebuild, model swap)
- fanoutAgentEvent translates core AgentEvent kinds into
extproto.EventFromHost. Internal-only events (text_delta,
tool_progress) are dropped to keep the per-extension stream
sane.
- session_start emitted once after extensions come up
SDK (pkg/zotext):
- On(name, EventHandler) registers per-event observers
- InterceptToolCall(InterceptHandler) registers a single
intercept callback
- Run() now also sends a subscribe frame before the ready
sentinel, with the union of subscribed events + intercept
- Frame loop handles "event" and "event_intercept" frames,
runs the handlers (intercepts on a goroutine to avoid
head-of-line blocking)
- Capabilities advertised: commands + tools + events
Example (examples/extensions/guard):
- subscribes to session_start / turn_start / tool_call / turn_end
and writes one-line audit entries
- intercepts every bash call; refuses commands matching
rm -rf, sudo, dd of=/, mkfs, the fork bomb, chmod -R 777
- end-to-end verified live: agent -> bash("rm -rf /tmp/foo")
-> guard refuses -> model sees the refusal text and surfaces
it in its reply ("the guard blocked it, as expected — the
pattern \brm\s+-rf\b matched")
Docs/extensions.md updated with all five new frame types and the
guard example.
2026-04-19 14:57:03 +02:00
- **Phase 3**: lifecycle event subscriptions + tool-call interception
for guardrail extensions.
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
## Quick start
The simplest extension is a script that prints a hello frame, reads
commands, and prints responses. Here's the whole thing in **Python** ,
no SDK required:
```python
#!/usr/bin/env python3
# $ZOT_HOME/extensions/hello-py/hello.py
import json, sys, threading
def emit(obj):
sys.stdout.write(json.dumps(obj) + "\n")
sys.stdout.flush()
emit({"type":"hello","name":"hello-py","version":"1.0.0","capabilities":["commands"]})
emit({"type":"register_command","name":"hellopy","description":"say hi (python)"})
for line in sys.stdin:
msg = json.loads(line)
if msg["type"] == "command_invoked":
emit({"type":"command_response","id":msg["id"],"action":"prompt",
"prompt": "Greet me very briefly. Add one emoji."})
elif msg["type"] == "shutdown":
emit({"type":"shutdown_ack"})
break
```
Drop it in a directory with this `extension.json` :
```json
{
"name": "hello-py",
"version": "1.0.0",
"exec": "./hello.py",
"language": "python",
"enabled": true
}
```
`chmod +x hello.py` , install:
```bash
zot ext install ./hello-py
```
Restart `zot` , type `/hellopy` , the agent greets you. Done.
2026-04-19 15:23:48 +02:00
## Built-in extensions
**zot ships with no extensions installed by default.** A fresh `zot install` (or `go install` ) gives you a clean agent. Extensions are entirely opt-in: you install (or `--ext` for one run) only the ones you want.
The `examples/extensions/` directory in the repo is reference code, not a default install set. To use any of those:
```bash
# go-based examples need a build first
cd path/to/zot/examples/extensions/hello & & go build -o hello .
# install (copies to $ZOT_HOME/extensions/hello/)
zot ext install path/to/zot/examples/extensions/hello
# or load straight from the repo for one zot session
zot --ext path/to/zot/examples/extensions/hello
```
Nothing is auto-installed and nothing reaches out to the network without your explicit action.
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
## Layout & discovery
zot scans two directories on startup, in this order:
1. **Project-local** : `./.zot/extensions/<name>/extension.json`
2. **Global** : `$ZOT_HOME/extensions/<name>/extension.json`
A project-local extension with the same name wins over a global one.
On macOS `$ZOT_HOME` defaults to `~/Library/Application Support/zot/` ;
on Linux it's `$XDG_STATE_HOME/zot` or `~/.local/state/zot` .
Each extension owns its own subdirectory. The `extension.json`
manifest tells zot how to launch it:
```json
{
"name": "weather",
"version": "1.0.0",
"exec": "./weather",
"args": ["--mode", "daemon"],
"language": "go",
"description": "current weather for any city",
"enabled": true
}
```
| field | meaning |
|---|---|
| `name` | required. how zot identifies the extension; must match what's sent in the `hello` frame. |
| `version` | optional. shown in `zot ext list` . |
| `exec` | required. path to the executable (relative to the manifest). |
| `args` | optional. extra argv passed to `exec` . |
| `language` | optional. informational only (`go` , `python` , `typescript` , ...). |
| `description` | optional. shown in `zot ext list` . |
| `enabled` | optional, defaults to `true` . set to `false` to disable without removing. |
## Lifecycle
1. **Discovery** : zot reads every `extension.json` in the search dirs.
2. **Spawn** : enabled extensions are launched as subprocesses. stderr
redirects to `$ZOT_HOME/logs/ext-<name>.log` (one file per
extension, append-mode).
3. **Hello handshake** : the extension sends a `hello` frame; zot
replies with `hello_ack` containing the protocol version and the
active provider/model/cwd.
4. **Registration** : the extension sends `register_command` frames.
First-come-first-served: a name already taken by a built-in or by
a previously-loaded extension is silently shadowed (logged in the
extension's own log file).
5. **Runtime** : zot dispatches `command_invoked` frames when the
user runs a registered command; the extension responds with
`command_response` . Extensions can also push `notify` frames at
any time.
6. **Shutdown** : when zot exits, it sends `shutdown` and waits up to
2s for the extension to send `shutdown_ack` . Holdouts are
SIGTERM'd, then SIGKILL'd.
A crashing extension does not bring down zot. The slash command it
owned simply stops working until the extension is fixed and zot is
restarted.
## Wire format
All frames are one JSON object per line. Top-level `type` is the
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
discriminator. Optional `id` correlates request frames with their
responses.
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
### Extension → host
#### `hello` (required, first frame)
```json
{"type":"hello","name":"weather","version":"1.0.0",
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
"capabilities":["commands","tools"]}
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
```
#### `register_command`
```json
{"type":"register_command","name":"weather",
"description":"current weather for a city"}
```
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
#### `register_tool`
Registers a tool the LLM can call. `schema` is a JSON Schema object
describing the tool's args (the same shape Anthropic and OpenAI accept).
```json
{"type":"register_tool","name":"weather",
"description":"Get the current weather for a city.",
"schema":{
"type":"object",
"properties":{"city":{"type":"string"}},
"required":["city"]
}}
```
Tool names live in the same namespace as built-in tools (`read` ,
`write` , `edit` , `bash` , `skill` ). Conflicts are silently shadowed by
the built-in.
#### `ready`
Sentinel telling zot "all initial registrations are flushed". Send it
right after your last `register_*` frame so the host can build the
agent's tool registry without racing the registration window.
```json
{"type":"ready"}
```
#### `tool_result`
Reply to a `tool_call` from the host. `content[]` is a list of
message blocks; each block is `{"type":"text","text":"..."}` or
`{"type":"image","mime_type":"image/png","data":"<base64>"}` . Set
`is_error: true` to mark the call as failed.
```json
{"type":"tool_result","id":"...",
"content":[{"type":"text","text":"Berlin: 16°C, fog"}]}
```
feat(extensions): phase 3 — event subscriptions + tool-call interception
Two new capabilities, both ride on the existing subprocess
protocol with a couple of new frame types.
Event subscriptions (one-way notifications):
ext -> host: subscribe {events: [...], intercept: [...]}
host -> ext: event {event, ...payload}
Recognised events: session_start, turn_start, turn_end,
tool_call, assistant_message. Subscribers get fire-and-forget
notifications on each. Useful for telemetry, audit logs, custom
state widgets that follow live agent activity.
Tool-call interception (round-trip, can refuse):
host -> ext: event_intercept {id, event:"tool_call", tool_name, tool_args}
ext -> host: event_intercept_response {id, block?, reason?}
When at least one extension subscribed to "tool_call" intercept,
zot asks each one in turn before running every tool call. First
blocker wins; reason becomes the tool-result error text the model
sees. Per-extension 5s timeout treats unresponsive interceptors
as "allow" so a wedged extension never stalls the agent.
Wire format additions (internal/extproto):
ext -> host: SubscribeFromExt, EventInterceptResponseFromExt
host -> ext: EventFromHost, EventInterceptFromHost
Manager (internal/agent/extensions):
- per-extension eventSubs / interceptSubs sets, populated by the
subscribe frame
- EmitEvent fans out to every subscribed extension on its own
goroutine (won't block the agent on slow stdin writes)
- InterceptToolCall walks subscribers serially, returning the
first refusal; 5s timeout per subscriber (allow on timeout)
- readLoop handles event_intercept_response correlations the
same way it handles command/tool responses
Core (internal/core/agent.go):
- Agent.BeforeToolExecute hook called from runOneTool right
before tool.Execute. Returning (allowed=false, reason)
short-circuits with an IsError tool result containing reason.
- Agent.OnEvent observer fires for every emitted AgentEvent;
composed transparently with the per-Prompt sink via wrapSink
so neither the existing TUI nor the rpc loop need changes.
Wiring (internal/agent/cli.go, rpc.go):
- wireAgentExt sets BeforeToolExecute -> InterceptToolCall and
OnEvent -> fanoutAgentEvent for every freshly-built agent
(initial, login rebuild, model swap)
- fanoutAgentEvent translates core AgentEvent kinds into
extproto.EventFromHost. Internal-only events (text_delta,
tool_progress) are dropped to keep the per-extension stream
sane.
- session_start emitted once after extensions come up
SDK (pkg/zotext):
- On(name, EventHandler) registers per-event observers
- InterceptToolCall(InterceptHandler) registers a single
intercept callback
- Run() now also sends a subscribe frame before the ready
sentinel, with the union of subscribed events + intercept
- Frame loop handles "event" and "event_intercept" frames,
runs the handlers (intercepts on a goroutine to avoid
head-of-line blocking)
- Capabilities advertised: commands + tools + events
Example (examples/extensions/guard):
- subscribes to session_start / turn_start / tool_call / turn_end
and writes one-line audit entries
- intercepts every bash call; refuses commands matching
rm -rf, sudo, dd of=/, mkfs, the fork bomb, chmod -R 777
- end-to-end verified live: agent -> bash("rm -rf /tmp/foo")
-> guard refuses -> model sees the refusal text and surfaces
it in its reply ("the guard blocked it, as expected — the
pattern \brm\s+-rf\b matched")
Docs/extensions.md updated with all five new frame types and the
guard example.
2026-04-19 14:57:03 +02:00
#### `subscribe`
Declares which lifecycle events the extension wants to observe and
which it wants to intercept. Send once after `hello` , before `ready` .
```json
{"type":"subscribe",
"events":["session_start","turn_start","tool_call","turn_end","assistant_message"],
"intercept":["tool_call"]}
```
Recognised event names: `session_start` , `turn_start` , `turn_end` ,
`tool_call` , `assistant_message` . Only `tool_call` is interceptable
in this version; other names listed under `intercept` are ignored.
#### `event_intercept_response`
Reply to an `event_intercept` from the host. `block: true` refuses
the action; `reason` is shown to the model as the tool error text.
Missing the response within 5s is treated as "allow" (i.e. an
unresponsive extension never stalls the agent).
```json
{"type":"event_intercept_response","id":"...",
"block":true,"reason":"refused: matches danger pattern \"rm -rf\""}
```
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
#### `command_response` (reply to `command_invoked`)
```json
{"type":"command_response","id":"...","action":"prompt",
"prompt":"Show today's weather for Berlin in one line."}
```
`action` is one of:
- `"prompt"` — submits `prompt` as a fresh user message; the agent
runs a turn against it.
- `"insert"` — inserts `insert` into the editor at the cursor without
submitting.
- `"display"` — appends `display` to the chat as a one-shot styled
note. No model call, nothing written to the transcript.
- `"noop"` — the extension handled it itself (e.g. it pushed
`notify` frames or kicked off background work). zot doesn't change
the UI in response.
If `error` is non-empty, zot renders it as a red status line
regardless of `action` .
#### `notify` (one-way, any time)
```json
{"type":"notify","level":"info",
"message":"refreshed cache (12 entries)"}
```
`level` is one of `info` , `success` , `warn` , `error` . The note shows
up below the transcript with the extension's name in brackets.
#### `shutdown_ack`
Sent in response to `shutdown` . Extension should exit promptly after.
### Host → extension
#### `hello_ack`
```json
{"type":"hello_ack","protocol_version":1,
"zot_version":"0.0.7","provider":"anthropic",
"model":"claude-opus-4-7","cwd":"/Users/pat/Developer/zot"}
```
Sent immediately after `hello` . The extension can use these fields to
decide which commands to register (e.g. only register a Python tool
on macOS, only register a model-specific shortcut for opus, etc.).
#### `command_invoked`
```json
{"type":"command_invoked","id":"...",
"name":"weather","args":"berlin"}
```
`args` is everything the user typed after the command name, trimmed.
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
#### `tool_call`
Sent when the LLM invokes a tool the extension registered. `args` is
the parsed JSON object the model produced; the extension is
responsible for validating/coercing it.
```json
{"type":"tool_call","id":"...","name":"weather",
"args":{"city":"Berlin"}}
```
Reply with `tool_result` within the host's tool timeout (default 60s).
Missing the timeout surfaces an error to the model and the call is
marked as failed.
feat(extensions): phase 3 — event subscriptions + tool-call interception
Two new capabilities, both ride on the existing subprocess
protocol with a couple of new frame types.
Event subscriptions (one-way notifications):
ext -> host: subscribe {events: [...], intercept: [...]}
host -> ext: event {event, ...payload}
Recognised events: session_start, turn_start, turn_end,
tool_call, assistant_message. Subscribers get fire-and-forget
notifications on each. Useful for telemetry, audit logs, custom
state widgets that follow live agent activity.
Tool-call interception (round-trip, can refuse):
host -> ext: event_intercept {id, event:"tool_call", tool_name, tool_args}
ext -> host: event_intercept_response {id, block?, reason?}
When at least one extension subscribed to "tool_call" intercept,
zot asks each one in turn before running every tool call. First
blocker wins; reason becomes the tool-result error text the model
sees. Per-extension 5s timeout treats unresponsive interceptors
as "allow" so a wedged extension never stalls the agent.
Wire format additions (internal/extproto):
ext -> host: SubscribeFromExt, EventInterceptResponseFromExt
host -> ext: EventFromHost, EventInterceptFromHost
Manager (internal/agent/extensions):
- per-extension eventSubs / interceptSubs sets, populated by the
subscribe frame
- EmitEvent fans out to every subscribed extension on its own
goroutine (won't block the agent on slow stdin writes)
- InterceptToolCall walks subscribers serially, returning the
first refusal; 5s timeout per subscriber (allow on timeout)
- readLoop handles event_intercept_response correlations the
same way it handles command/tool responses
Core (internal/core/agent.go):
- Agent.BeforeToolExecute hook called from runOneTool right
before tool.Execute. Returning (allowed=false, reason)
short-circuits with an IsError tool result containing reason.
- Agent.OnEvent observer fires for every emitted AgentEvent;
composed transparently with the per-Prompt sink via wrapSink
so neither the existing TUI nor the rpc loop need changes.
Wiring (internal/agent/cli.go, rpc.go):
- wireAgentExt sets BeforeToolExecute -> InterceptToolCall and
OnEvent -> fanoutAgentEvent for every freshly-built agent
(initial, login rebuild, model swap)
- fanoutAgentEvent translates core AgentEvent kinds into
extproto.EventFromHost. Internal-only events (text_delta,
tool_progress) are dropped to keep the per-extension stream
sane.
- session_start emitted once after extensions come up
SDK (pkg/zotext):
- On(name, EventHandler) registers per-event observers
- InterceptToolCall(InterceptHandler) registers a single
intercept callback
- Run() now also sends a subscribe frame before the ready
sentinel, with the union of subscribed events + intercept
- Frame loop handles "event" and "event_intercept" frames,
runs the handlers (intercepts on a goroutine to avoid
head-of-line blocking)
- Capabilities advertised: commands + tools + events
Example (examples/extensions/guard):
- subscribes to session_start / turn_start / tool_call / turn_end
and writes one-line audit entries
- intercepts every bash call; refuses commands matching
rm -rf, sudo, dd of=/, mkfs, the fork bomb, chmod -R 777
- end-to-end verified live: agent -> bash("rm -rf /tmp/foo")
-> guard refuses -> model sees the refusal text and surfaces
it in its reply ("the guard blocked it, as expected — the
pattern \brm\s+-rf\b matched")
Docs/extensions.md updated with all five new frame types and the
guard example.
2026-04-19 14:57:03 +02:00
#### `event`
Lifecycle notification for events the extension subscribed to via
`subscribe` . One-way — no response expected.
```json
{"type":"event","event":"turn_start","step":1}
{"type":"event","event":"tool_call",
"tool_id":"...","tool_name":"read","tool_args":{"path":"foo.go"}}
{"type":"event","event":"turn_end","stop":"end_turn"}
```
#### `event_intercept`
Sent when zot wants to give the extension a chance to block a
lifecycle event before it happens. Same payload shape as `event` .
Reply with `event_intercept_response` within 5s; missing the deadline
is treated as "allow".
Only `event: "tool_call"` is sent in this version.
```json
{"type":"event_intercept","id":"...","event":"tool_call",
"tool_id":"...","tool_name":"bash",
"tool_args":{"command":"rm -rf /tmp/foo"}}
```
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
#### `shutdown`
Sent during graceful zot exit (or `/reload-ext` once that lands).
Reply with `shutdown_ack` and then exit.
## Managing extensions from the CLI
```
zot ext list list installed extensions and their state
zot ext install < path | git-url > copy / clone into $ZOT_HOME/extensions/
zot ext remove < name > delete an extension directory
zot ext enable < name > re-enable a disabled extension
zot ext disable < name > disable without removing
zot ext logs < name > [-f] cat / tail the extension's stderr
```
`zot ext install <path>` does a recursive copy; `<git-url>` does a
shallow clone. Both validate that the destination contains an
`extension.json` and roll back if not.
2026-04-19 15:20:56 +02:00
## Loading an extension for one run
For iteration on a working copy, skip the install + reload cycle
and load straight from disk for one zot session:
```
zot --ext ./my-extension # short form: -e ./my-extension
zot --ext ./a -e ./b # repeatable
```
`--ext` paths take precedence over installed extensions of the same
name, so you can shadow an installed copy with a work-in-progress
version without uninstalling first. Nothing is copied or persisted;
the extension dies with zot like any other subprocess.
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
## SDKs
Writing the wire protocol by hand is fine for one-off scripts, but
for anything bigger the SDKs handle the boilerplate.
### Go — `pkg/zotext`
```go
package main
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
import (
"encoding/json"
"github.com/patriceckhart/zot/pkg/zotext"
)
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
func main() {
ext := zotext.New("hello", "1.0.0")
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
// Slash command
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
ext.Command("hello", "say hi", func(args string) zotext.Response {
return zotext.Prompt("Greet me in one short sentence.")
})
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
// LLM-callable tool
ext.Tool("weather", "Current weather for a city.",
json.RawMessage(`{"type":"object","properties":{"city":{"type":"string"}},"required":["city"]}` ),
func(args json.RawMessage) zotext.ToolResult {
var in struct{ City string `json:"city"` }
json.Unmarshal(args, & in)
return zotext.TextResult(in.City + ": sunny")
})
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
ext.Run()
}
```
Build with `go build -o hello .` , drop the binary + an `extension.json`
into `$ZOT_HOME/extensions/hello/` .
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
See:
- `examples/extensions/hello/` — slash commands
- `examples/extensions/clock/` — slash commands in plain Node, no SDK
- `examples/extensions/weather/` — LLM-callable tool
feat(extensions): phase 3 — event subscriptions + tool-call interception
Two new capabilities, both ride on the existing subprocess
protocol with a couple of new frame types.
Event subscriptions (one-way notifications):
ext -> host: subscribe {events: [...], intercept: [...]}
host -> ext: event {event, ...payload}
Recognised events: session_start, turn_start, turn_end,
tool_call, assistant_message. Subscribers get fire-and-forget
notifications on each. Useful for telemetry, audit logs, custom
state widgets that follow live agent activity.
Tool-call interception (round-trip, can refuse):
host -> ext: event_intercept {id, event:"tool_call", tool_name, tool_args}
ext -> host: event_intercept_response {id, block?, reason?}
When at least one extension subscribed to "tool_call" intercept,
zot asks each one in turn before running every tool call. First
blocker wins; reason becomes the tool-result error text the model
sees. Per-extension 5s timeout treats unresponsive interceptors
as "allow" so a wedged extension never stalls the agent.
Wire format additions (internal/extproto):
ext -> host: SubscribeFromExt, EventInterceptResponseFromExt
host -> ext: EventFromHost, EventInterceptFromHost
Manager (internal/agent/extensions):
- per-extension eventSubs / interceptSubs sets, populated by the
subscribe frame
- EmitEvent fans out to every subscribed extension on its own
goroutine (won't block the agent on slow stdin writes)
- InterceptToolCall walks subscribers serially, returning the
first refusal; 5s timeout per subscriber (allow on timeout)
- readLoop handles event_intercept_response correlations the
same way it handles command/tool responses
Core (internal/core/agent.go):
- Agent.BeforeToolExecute hook called from runOneTool right
before tool.Execute. Returning (allowed=false, reason)
short-circuits with an IsError tool result containing reason.
- Agent.OnEvent observer fires for every emitted AgentEvent;
composed transparently with the per-Prompt sink via wrapSink
so neither the existing TUI nor the rpc loop need changes.
Wiring (internal/agent/cli.go, rpc.go):
- wireAgentExt sets BeforeToolExecute -> InterceptToolCall and
OnEvent -> fanoutAgentEvent for every freshly-built agent
(initial, login rebuild, model swap)
- fanoutAgentEvent translates core AgentEvent kinds into
extproto.EventFromHost. Internal-only events (text_delta,
tool_progress) are dropped to keep the per-extension stream
sane.
- session_start emitted once after extensions come up
SDK (pkg/zotext):
- On(name, EventHandler) registers per-event observers
- InterceptToolCall(InterceptHandler) registers a single
intercept callback
- Run() now also sends a subscribe frame before the ready
sentinel, with the union of subscribed events + intercept
- Frame loop handles "event" and "event_intercept" frames,
runs the handlers (intercepts on a goroutine to avoid
head-of-line blocking)
- Capabilities advertised: commands + tools + events
Example (examples/extensions/guard):
- subscribes to session_start / turn_start / tool_call / turn_end
and writes one-line audit entries
- intercepts every bash call; refuses commands matching
rm -rf, sudo, dd of=/, mkfs, the fork bomb, chmod -R 777
- end-to-end verified live: agent -> bash("rm -rf /tmp/foo")
-> guard refuses -> model sees the refusal text and surfaces
it in its reply ("the guard blocked it, as expected — the
pattern \brm\s+-rf\b matched")
Docs/extensions.md updated with all five new frame types and the
guard example.
2026-04-19 14:57:03 +02:00
- `examples/extensions/guard/` — event subscriptions + tool-call
interception (refuses dangerous bash patterns)
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
### TypeScript / Python
These SDKs aren't in the main repo yet; the wire format is small
enough that a `~30 line` raw script gets you started in either
language. See the [Quick start ](#quick-start ) Python example for the
shape. SDK packages will land in follow-up commits.
## Security
Extensions run with **the user's full filesystem and network
permissions**. Treat installing an extension the same as installing
any other binary on your machine.
`zot ext install <git-url>` clones from any URL you give it. There's
no sandbox in v1; if you need isolation, install only extensions you
trust or run zot under your platform's sandboxing tool (`bwrap` /
`sandbox-exec` / AppContainer).
## Roadmap
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
Phase 1 (shipped):
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
- [x] subprocess lifecycle + hello handshake
- [x] `register_command` + `command_invoked`
- [x] `notify`
- [x] `zot ext` CLI
feat(extensions): phase 2 — extension-defined tools
Extensions can now register tools the LLM calls directly. The model
sees them in its tool list alongside the built-ins (read, write,
edit, bash, skill); when it invokes one, zot routes the tool_call
to the owning extension subprocess and feeds the tool_result back.
Wire format additions (internal/extproto):
ext -> host:
register_tool {name, description, schema}
ready # all initial regs flushed
tool_result {id, content[], is_error} # reply to a tool_call
host -> ext:
tool_call {id, name, args} # raw json args from the model
Manager (internal/agent/extensions):
- tracks per-extension RegisterToolFromExt frames
- validates schemas parse as JSON before registering (bad schema
skipped + logged, doesn't crash zot)
- toolIndex map for O(1) lookup
- WaitForReady(grace): blocks per extension on its readyCh until
a ready frame arrives or the grace expires; called once after
Discover so the agent's tool registry is built against the
final set
- Tools() / HasTool() / InvokeTool() public surface
- readLoop closes readyCh on stdout EOF so a wedged extension
doesn't permanently block WaitForReady
extensionTool (internal/agent/extensions/tool.go):
implements core.Tool. Execute() round-trips through
Manager.InvokeTool with a 60s default timeout, decodes
base64 image blocks, surfaces extension+tool name in
ToolResult.Details for the renderer.
internal/agent/build.go:
- new ExtensionToolSource interface (declared here to avoid the
build->extensions->core import cycle) + ExtensionToolInfo
mirror of extensions.ToolInfo
- Resolved.MergeExtensionTools(): folds extension tools into
ToolRegistry, re-renders the system prompt's tool summary
with both built-in and extension tools listed
- Resolved gains private bookkeeping fields so the rebuild
works without re-running Resolve
internal/agent/cli.go:
extension manager built BEFORE the agent in interactive mode
so MergeExtensionTools can fire before NewAgent. Same in
buildAgent + buildAgentFor closures so login / model-switch
rebuilds also include extension tools. extToolAdapter bridges
*extensions.Manager to ExtensionToolSource.
internal/agent/rpc.go:
extension lifecycle now also runs in `zot rpc` mode. Notify and
Display from extensions surface as `ext_notify` / `ext_display`
events on the rpc stream so any consumer can react.
pkg/zotext (Go SDK):
- ToolHandler, ToolResult, ToolContent types
- Tool(name, desc, schema, fn) registration method
- TextResult / TextErrorResult / Image / ImageBytes constructors
- Run() now also flushes register_tool frames + a final ready
sentinel after the last registration
examples/extensions/weather: working Go example registering one
tool. Deterministic fake weather (sha1 of city -> temp + cond) so
the demo is repeatable. Plus README explaining how to install.
Tests:
internal/agent/extensions/tool_test.go: spawns a mock /bin/sh
extension that registers a tool, sends ready, and echoes tool
calls. Verifies registration timing, lookup via HasTool/Tools,
invoke roundtrip via InvokeTool.
End-to-end verified against live anthropic backend:
prompt: "What is the weather in Berlin?"
-> [tool_call] weather({"city":"Berlin"})
-> [tool_result] Berlin: 16°C, fog (deterministic fake)
-> reply: "Berlin is 16°C."
Docs/extensions.md updated with phase 2 wire format, the new SDK
tool API, and the weather example.
2026-04-19 14:46:32 +02:00
Phase 2 (shipped):
- [x] `register_tool` + `tool_call` + `tool_result`
- [x] `ready` sentinel for safe agent-registry build timing
- [x] tool result attribution surfaces extension name in details
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
feat(extensions): phase 3 — event subscriptions + tool-call interception
Two new capabilities, both ride on the existing subprocess
protocol with a couple of new frame types.
Event subscriptions (one-way notifications):
ext -> host: subscribe {events: [...], intercept: [...]}
host -> ext: event {event, ...payload}
Recognised events: session_start, turn_start, turn_end,
tool_call, assistant_message. Subscribers get fire-and-forget
notifications on each. Useful for telemetry, audit logs, custom
state widgets that follow live agent activity.
Tool-call interception (round-trip, can refuse):
host -> ext: event_intercept {id, event:"tool_call", tool_name, tool_args}
ext -> host: event_intercept_response {id, block?, reason?}
When at least one extension subscribed to "tool_call" intercept,
zot asks each one in turn before running every tool call. First
blocker wins; reason becomes the tool-result error text the model
sees. Per-extension 5s timeout treats unresponsive interceptors
as "allow" so a wedged extension never stalls the agent.
Wire format additions (internal/extproto):
ext -> host: SubscribeFromExt, EventInterceptResponseFromExt
host -> ext: EventFromHost, EventInterceptFromHost
Manager (internal/agent/extensions):
- per-extension eventSubs / interceptSubs sets, populated by the
subscribe frame
- EmitEvent fans out to every subscribed extension on its own
goroutine (won't block the agent on slow stdin writes)
- InterceptToolCall walks subscribers serially, returning the
first refusal; 5s timeout per subscriber (allow on timeout)
- readLoop handles event_intercept_response correlations the
same way it handles command/tool responses
Core (internal/core/agent.go):
- Agent.BeforeToolExecute hook called from runOneTool right
before tool.Execute. Returning (allowed=false, reason)
short-circuits with an IsError tool result containing reason.
- Agent.OnEvent observer fires for every emitted AgentEvent;
composed transparently with the per-Prompt sink via wrapSink
so neither the existing TUI nor the rpc loop need changes.
Wiring (internal/agent/cli.go, rpc.go):
- wireAgentExt sets BeforeToolExecute -> InterceptToolCall and
OnEvent -> fanoutAgentEvent for every freshly-built agent
(initial, login rebuild, model swap)
- fanoutAgentEvent translates core AgentEvent kinds into
extproto.EventFromHost. Internal-only events (text_delta,
tool_progress) are dropped to keep the per-extension stream
sane.
- session_start emitted once after extensions come up
SDK (pkg/zotext):
- On(name, EventHandler) registers per-event observers
- InterceptToolCall(InterceptHandler) registers a single
intercept callback
- Run() now also sends a subscribe frame before the ready
sentinel, with the union of subscribed events + intercept
- Frame loop handles "event" and "event_intercept" frames,
runs the handlers (intercepts on a goroutine to avoid
head-of-line blocking)
- Capabilities advertised: commands + tools + events
Example (examples/extensions/guard):
- subscribes to session_start / turn_start / tool_call / turn_end
and writes one-line audit entries
- intercepts every bash call; refuses commands matching
rm -rf, sudo, dd of=/, mkfs, the fork bomb, chmod -R 777
- end-to-end verified live: agent -> bash("rm -rf /tmp/foo")
-> guard refuses -> model sees the refusal text and surfaces
it in its reply ("the guard blocked it, as expected — the
pattern \brm\s+-rf\b matched")
Docs/extensions.md updated with all five new frame types and the
guard example.
2026-04-19 14:57:03 +02:00
Phase 3 (shipped):
- [x] event subscriptions (`session_start` , `turn_start` , `turn_end` ,
`tool_call` , `assistant_message` )
- [x] tool-call interception (block before execution)
Future (no firm timeline):
- [ ] interception for additional events beyond `tool_call`
- [ ] modify (not just block) tool args mid-flight
feat: extension system (subprocess + json-rpc, any language)
Phase 1: extensions can register slash commands and push chat
notifications. Tools and event subscriptions land in later phases.
Architecture: each extension is its own subprocess. Zot launches
it on startup, completes a hello/hello_ack handshake over its
stdin/stdout, then routes slash commands the extension registered.
Crash isolation, language agnostic, works with any executable
that can read/write json lines.
What lands here:
- internal/extproto: shared wire-format types (Frame, HelloFromExt,
RegisterCommandFromExt, CommandResponseFromExt, NotifyFromExt,
HelloAckFromHost, CommandInvokedFromHost, ShutdownFromHost...).
Both the host and the SDK marshal/unmarshal the same types.
- internal/agent/extensions: discovery + lifecycle manager.
- Discover() walks $ZOT_HOME/extensions and ./.zot/extensions
(project-local first, global second; first wins for duplicates)
- Spawns each enabled extension, captures stderr to
$ZOT_HOME/logs/ext-<name>.log
- Reads frames in a goroutine, dispatches register_command and
notify, correlates command_response by id
- Stop() sends shutdown, waits 2s, then SIGTERM/SIGKILL
- HostHooks abstracts the tui callbacks (Notify/Submit/Insert/Display)
- Interactive bridge: extensions slot into the slash dispatcher
*after* the built-in catalog, so built-ins always win on conflict.
Extension-registered commands also flow into the autocomplete
popup and /help via slashSuggester.SetExtra. NotifyFromExt frames
render as muted [ext-name] notes above the editor.
- internal/agent/extcmd: `zot ext` CLI.
list / install <path|git-url> / remove / enable / disable / logs
- pkg/zotext: public Go SDK. Construct an Extension, register
Command(name, desc, fn), call Run(). Fn returns a Response built
with Prompt(), Insert(), Display(), Noop(), or Errorf(). Stderr
via Logf() so stdout stays clean for the protocol.
- examples/extensions/hello: working Go example registering /hello
and /summon, plus README + extension.json.
- docs/extensions.md: full protocol reference, including a
~30-line raw-Python example for users who don't want the SDK.
Tests: internal/agent/extensions/manager_test.go spawns a mock
extension via /bin/sh and exercises the full handshake -> register
-> invoke -> response cycle. Verifies the hello frame ordering,
correlation-by-id, and graceful shutdown.
Verified manually: built and installed the example, drove it via
stdin pipes, confirmed clean handshake + correct frame ordering
and shutdown_ack. Builds vet-clean on darwin / linux / windows.
Editor.Insert exported (was Editor.insert) so the extension hooks
can drop text into the input.
2026-04-19 14:09:43 +02:00
- [ ] `/reload-ext` slash command (hot-reload without restarting zot)