- Import `complete` not `generate` from agentserver.llm
- Pass `model` parameter required by router
- Return response.content (string) not response object
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Platform architecture for trusted orchestration:
- PromptRegistry: immutable system prompts per agent, loaded at bootstrap
- platform.complete(): assembles LLM calls (prompt + history + user msg)
- Handlers use platform API, cannot see/modify prompts
- organism.yaml now supports prompt field per listener
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Documents the trust model for context and prompt management:
- Platform as trusted orchestration layer
- Context buffer: pure message history, keyed by UUID, auto-GC
- Prompt registry: immutable, invisible to agents
- LLM call assembly: platform controls, agents request
- Handler sandbox: what agents can/cannot do
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Shows last 20 messages from a specific thread or last 5 per thread
when using /monitor *. Color-coded by direction (console=green,
responses=cyan).
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- SecureConsole with Argon2id password hashing
- Password stored in ~/.xml-pipeline/console.key
- Protected commands require password re-entry
- Attach/detach model with idle timeout
- Fallback to simple input for incompatible terminals
- @listener message injection into pump
- Boot handler no longer sends to old console
- Response handler prints to stdout with prompt refresh
Dependencies: argon2-cffi, prompt_toolkit
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Handlers now receive payload references directly from the context
buffer slot rather than independent copies. Metadata is derived
via slot_to_handler_metadata() ensuring consistency.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
When detached, console changes prompt from '>' to '#' and rejects
@messages while still accepting /commands. Simpler than the ring
buffer approach - operator can still check status and re-attach.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Implements an observer pattern where agents can register watchers
for conditions on their thread. When the condition is met, the
agent gets "nagged" on subsequent invocations until it explicitly
closes the todo.
Key components:
- TodoRegistry: thread-scoped watcher tracking with eyebrow state
- TodoUntil/TodoComplete payloads and system handlers
- HandlerMetadata.todo_nudge for delivering raised eyebrow notices
- Integration in StreamPump dispatch to check and nudge
Greeter now demonstrates the pattern:
1. Registers watcher for ShoutedResponse from shouter
2. On next invocation, sees nudge and closes completed todos
3. Includes nudge in LLM prompt for awareness
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Demonstrates message chaining: user -> greeter -> shouter -> user
- Add ShoutedResponse payload class (ALL CAPS response)
- Add handle_shout handler that forwards to original sender
- Update GreetingResponse to track original_sender
- Fix wrap_in_envelope to add xmlns="" to payloads
- Update organism.yaml with shouter listener
- Update tests for 2-listener configuration
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Major refactor of the message pump architecture:
- Replace bus.py with stream_pump.py using aiostream for composable
stream processing with natural fan-out via flatmap
- Add to_id field to MessageState for explicit routing
- Fix routing to use to_id.class format (e.g., "greeter.greeting")
- Generate XSD schemas from xmlified payload classes
- Fix xmlable imports (absolute -> relative) and parse_element ctx
New features:
- handlers/hello.py: Sample Greeting/GreetingResponse handler
- config/organism.yaml: Sample organism configuration
- 41 tests (31 unit + 10 integration) all passing
Schema changes:
- envelope.xsd: Allow any namespace payloads (##other -> ##any)
Dependencies added to pyproject.toml:
- aiostream>=0.5 (core dependency)
- pyhumps, termcolor (for xmlable)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Minimal, universal base for all capabilities
- Required listens_to class attribute
- Async handle() with convo_id preservation rule
- make_response() helper for thread continuity
- Explicit name, config, per-instance logger
- Clear documentation and NotImplementedError guard
This is the true substrate the entire organism will build on.
