docs: expand agent loop overview
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@@ -5,7 +5,7 @@ read_when:
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---
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# Agent Loop (Clawdbot)
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Short, exact flow of one agent run.
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Short, exact flow of one agent run, plus the important internal stages.
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## Entry points
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- Gateway RPC: `agent` and `agent.wait`.
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@@ -19,8 +19,9 @@ Short, exact flow of one agent run.
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- calls `runEmbeddedPiAgent` (pi-agent-core runtime)
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- emits **lifecycle end/error** if the embedded loop does not emit one
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3) `runEmbeddedPiAgent`:
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- builds `AgentSession` and subscribes to pi events
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- streams assistant deltas + tool events
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- serializes runs via per-session + global queues
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- resolves model + auth profile and builds the pi session
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- subscribes to pi events and streams assistant/tool deltas
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- enforces timeout -> aborts run if exceeded
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- returns payloads + usage metadata
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4) `subscribeEmbeddedPiSession` bridges pi-agent-core events to Clawdbot `agent` stream:
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@@ -31,6 +32,49 @@ Short, exact flow of one agent run.
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- waits for **lifecycle end/error** for `runId`
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- returns `{ status: ok|error|timeout, startedAt, endedAt, error? }`
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## Queueing + concurrency
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- Runs are serialized per session key (session lane) and optionally through a global lane.
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- This prevents tool/session races and keeps session history consistent.
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- Messaging channels can choose queue modes (collect/steer/followup) that feed this lane system.
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See [Command Queue](/concepts/queue).
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## Session + workspace preparation
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- Workspace is resolved and created; sandboxed runs may redirect to a sandbox workspace root.
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- Skills are loaded (or reused from a snapshot) and injected into env and prompt.
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- Bootstrap/context files are resolved and injected into the system prompt report.
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- A session write lock is acquired; `SessionManager` is opened and prepared before streaming.
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## Prompt assembly + system prompt
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- System prompt is built from Clawdbot’s base prompt, skills prompt, bootstrap context, and per-run overrides.
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- Model-specific limits and compaction reserve tokens are enforced.
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- See [System prompt](/concepts/system-prompt) for what the model sees.
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## Streaming + partial replies
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- Assistant deltas are streamed from pi-agent-core and emitted as `assistant` events.
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- Block streaming can emit partial replies either on `text_end` or `message_end`.
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- Reasoning streaming can be emitted as a separate stream or as block replies.
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- See [Streaming](/concepts/streaming) for chunking and block reply behavior.
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## Tool execution + messaging tools
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- Tool start/update/end events are emitted on the `tool` stream.
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- Tool results are sanitized for size and image payloads before logging/emitting.
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- Messaging tool sends are tracked to suppress duplicate assistant confirmations.
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## Reply shaping + suppression
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- Final payloads are assembled from:
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- assistant text (and optional reasoning)
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- inline tool summaries (when verbose + allowed)
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- assistant error text when the model errors
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- `NO_REPLY` is treated as a silent token and filtered from outgoing payloads.
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- Messaging tool duplicates are removed from the final payload list.
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- If no renderable payloads remain and a tool errored, a fallback tool error reply is emitted
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(unless a messaging tool already sent a user-visible reply).
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## Compaction + retries
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- Auto-compaction emits `compaction` stream events and can trigger a retry.
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- On retry, in-memory buffers and tool summaries are reset to avoid duplicate output.
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- See [Compaction](/concepts/compaction) for the compaction pipeline.
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## Event streams (today)
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- `lifecycle`: emitted by `subscribeEmbeddedPiSession` (and as a fallback by `agentCommand`)
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- `assistant`: streamed deltas from pi-agent-core
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