The parallel handler was never registered in default_registry() due to a
circular dependency (ParallelHandler::new needs Arc<HandlerRegistry>).
Break the cycle by storing ParallelHandler as a separate field on
PipelineEngine, created after Arc-wrapping the registry and emitter.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Break out of streaming loop on abort and drop the stream before emitting
SessionEnd to properly cancel the HTTP connection
- Emit ToolCallOutputDelta events for tool call results in both sequential
and parallel execution paths
- Retry on StageStatus::Fail in addition to Retry in pipeline engine
- Set preferred_label on WaitHumanHandler choice outcomes
- Enforce exactly one terminal node in pipeline validation
- Downgrade unreachable node diagnostic from Error to Warning
- Update context window test to match 1M token limit
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Strip the CWD prefix from string arguments in format_tool_args so tool
call output shows relative paths instead of absolute ones.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The Anthropic streaming API sends thinking block signatures via a
signature_delta event, not in content_block_start or content_block_stop.
The parser was ignoring this event type, falling back to the empty
placeholder signature from content_block_start, causing "Invalid
signature in thinking block" errors on multi-turn conversations.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The Anthropic API requires a `signature` field on thinking blocks when
they are sent back in conversation history. Previously, thinking blocks
were stored as plain text in Turn::Assistant.reasoning, losing the
signature. Now Thinking/RedactedThinking content parts are preserved
in provider_parts (which retains signatures), and the lossy
reconstruction path is skipped when provider_parts already contains
thinking blocks.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When CodergenHandler receives CodergenResult::Text, it now extracts
preferred_next_label, suggested_next_ids, and context_updates from
the last JSON object in the response. This enables edge selection
via condition matching and preferred label instead of always falling
through to unconditional edges.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Switch default model from claude-sonnet-4-5 to claude-opus-4-6 across
run and serve commands. Enable the 1M token context window via the
context-1m-2025-08-07 beta header for opus-4-6 requests.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Updates the default Gemini model from gemini-3-pro-preview to
gemini-3.1-pro-preview across agent, attractor, and ullm CLIs.
Adds "Using model:" output to stderr in both agent and ullm CLIs
so users can see which model is being used.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Bun-based React app with pipeline dashboard UI including event log,
graph view, context/checkpoint panels, question panel, and status bar.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Updates the default Anthropic model from claude-sonnet-4-5 to
claude-opus-4-6 and replaces beta headers with adaptive thinking
provider options for 4.6 models.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
When --docker is passed, agent tools execute inside a Docker container
via DockerExecutionEnvironment instead of running on the host. The host
working directory is bind-mounted into the container at /workspace.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Adds a list endpoint that returns all in-memory pipelines with their
status, and a "Recent Pipelines" section in the start form that polls
every 3s so users can navigate to any pipeline started since server launch.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Implements ExecutionEnvironment trait backed by Docker containers via
bollard. Host working directory is bind-mounted; all file ops, commands,
grep, and glob execute inside the container via docker exec. Extracts
shared format_lines_numbered() helper from LocalExecutionEnvironment.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
ApiQuestion now includes options and allow_freeform fields so API clients
can render multiple-choice questions. submit_answer accepts an optional
selected_option_key to produce AnswerValue::Selected instead of always
creating AnswerValue::Text.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Long Opus responses hit the 120s request timeout with complete(). With
stream(), the request timeout only covers initial connection + first
chunk, then the 30s stream_read timeout guards against stalls between
chunks. Also emits AssistantTextDelta events during streaming.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The handler was converting all backend errors into Ok(Outcome::fail(...)),
which the engine treats as a terminal result. Retryable errors (timeouts,
network failures) are now propagated as Err so the engine retry loop kicks in.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Requests were always sent with max_tokens: None, which defaulted to
4096 in the Anthropic provider, causing large outputs to be truncated.
Now build_request() looks up the model's max_output from the catalog
and passes it through, giving each model its full output capacity.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move ANSI Styles struct from agent/cli.rs into a shared terminal crate
so both binaries can use it. Add green and yellow color codes. Prettify
all attractor CLI output: bold headers, colored diagnostics by severity,
green/red status, yellow warnings, dimmed event details, and styled
interviewer prompts. Move pipeline status output from stdout to stderr.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add a Styles struct that pre-resolves ANSI escape codes based on whether
stderr is a TTY. Tool calls show as "● tool_name(args)" with bold+cyan
names, errors use red "✗", summaries are dimmed, and debug/verbose
middleware output is styled. No ANSI codes emitted when piped.
Also passes tool call arguments through to EventData::ToolCall so the
event handler can format them inline.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The agent-cli binary was a thin wrapper over the agent library with
nothing else depending on it. Moving it into the agent crate as a
`pub mod cli` with a `[[bin]]` entry reduces workspace complexity
and follows the attractor crate pattern.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The agent's Turn::Assistant decomposed responses into text, tool_calls,
and reasoning fields, discarding ContentPart::Other items. This lost
OpenAI reasoning items needed for Responses API round-tripping.
Add provider_parts field to Turn::Assistant to carry opaque content
parts through the history, and emit them first in convert_to_messages
so they precede function_call items as the API requires.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Introduce `ToolApprovalFn` callback in `SessionConfig` to gate tool
execution by permission level. Create `agent-cli` crate as a thin CLI
binary wrapping `Session` with provider/model resolution, permission
model (read-only/read-write/full), interactive approval prompts,
real-time event rendering, debug middleware, and SIGINT handling.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The Responses API requires that reasoning items (type: "reasoning",
id: "rs_xxx") are included alongside their associated function_call
items when replaying conversation history. Without them:
"function_call was provided without its required 'reasoning' item"
Store reasoning output items as ContentPart::Other and replay them
as raw input items in translate_input. Handles both non-streaming
(parse_output) and streaming (handle_output_item_done) paths.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The Responses API returns two distinct IDs on function_call items:
- `id` (item-level, starts with `fc_`)
- `call_id` (call-level, starts with `call_`)
When sending function calls back as input, the `id` field must start
with `fc_`. Previously we used `call_id` for both fields, causing:
"Invalid 'input[1].id': Expected an ID that begins with 'fc'."
Now we preserve the item-level `id` in provider_metadata and use it
for the `id` field, while `call_id` continues to link tool results.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Covers two recent runtime failures that lacked test coverage:
- Anthropic: assert deprecated beta header values are not sent
- Gemini: test function call parsing/translation with and without thoughtSignature
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Gemini 3 models include a thoughtSignature field on function call
parts that must be returned in subsequent conversation turns. Add
provider_metadata to ToolCall to carry this through, and extract/emit
it in both the non-streaming and streaming Gemini code paths.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The `extended-thinking-2025-04-14` and `max-tokens-3-5-sonnet-2025-04-14`
beta headers are no longer accepted by the Anthropic API.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move the ullm binary from a separate crate into unified-llm as
src/bin/ullm.rs, consolidating CLI dependencies into the library crate.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Stores DOT source in ManagedPipeline and pipes it through `dot -Tsvg`
on request. Returns image/svg+xml on success, 502 if graphviz is
unavailable, 404 if pipeline not found. Resolves spec gap #1.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The SSE stream terminated prematurely when a network chunk contained
only unhandled event types (e.g. response.in_progress, reasoning
output_item.added). dispatch_sse_messages returned an empty vec, which
the unfold interpreted as stream-end. Now continues reading when
dispatch produces no StreamEvents.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add a [[bin]] target to the attractor crate with two subcommands:
- `attractor validate <pipeline.dot>` -- parse and validate only
- `attractor run <pipeline.dot>` -- full pipeline execution with LLM backend
The CLI supports --dry-run, --auto-approve, --resume, --model, --provider,
and two-level verbosity (-v one-line summaries, -vv full event details).
Extracts a shared `default_registry()` function in handler/mod.rs so both
the CLI and server can build a fully-wired HandlerRegistry without
duplicating handler registration boilerplate.
The AgentBackend in cli/backend.rs implements CodergenBackend by creating
a coding-agent-loop Session per node invocation, giving LLM nodes access
to file and shell tools.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Closes the subgraph class derivation test gap by adding a parse() pipeline
test that verifies DOT subgraph labels produce correct CSS-like classes on
contained nodes. Updates gap analysis to remove resolved items, add spec
contradictions section, and narrow remaining gaps to SVG rendering and
retry predicate customization.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Gap 1: Real preamble synthesis per fidelity mode (truncate, compact,
summary:low/medium/high) in new preamble.rs module, replacing placeholder
- Gap 2: Pass thread_id to CodergenBackend.run() so backends can reuse
LLM sessions across nodes sharing the same thread
- Gap 7: Engine cancellation via AtomicBool token checked between nodes,
wired to server cancel endpoint, new Cancelled error variant
- Gap 8: RecordingInterviewer serialization (to_json/from_json, file I/O)
and new ReplayInterviewer for replaying recorded Q&A sessions
- Gap 12: Preset retry policies selectable from DOT via retry_policy attr
(none, standard, aggressive, linear, patient)
- Gap 15: Engine calls Interviewer.inform() at pipeline start, stage
start, and stage complete lifecycle points
37 new tests (450 unit + 49 integration, all passing).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Change server registry_factory to accept Arc<dyn Interviewer> so WaitHumanHandler
shares the same WebInterviewer as the REST API endpoints
- Add full HTTP lifecycle tests: approve-and-complete flow + cancel flow
- Add SSE event stream content parsing test with frame-level verification
- Add sub-pipeline E2E test through the engine with context propagation
- Add manager loop E2E test with SimulatingChildObserver
- Add graph merge E2E test verifying module prefixing and execution ordering
- Add 3 real LLM tests (#[ignore]) using claude-haiku via AnthropicAdapter
- Add dotenvy and http-body-util dev dependencies
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
