Stream a governed run. Buffers events, post-checks the complete stream, then yields them only after governance allows disclo

Send *n* requests and record against SLIs. Returns summary stats.

* Persist the in-memory log buffer to globalState. * * `globalState.update` writes synchronously to its in-memory map and * returns a T

* Save logs to storage

Scan a single Python file. Args: file_path: Path to the .py file to scan. Returns: List of findings. Empty list if file cann

Check if lockfile is in sync with manifest. Compares package names in the manifest against those in the lockfile and flags any that a

Scan for hardcoded secrets using detect-secrets.

Run all security skills against source code. Args: source: Raw Python source text. path: Optional file path for findings metadata

Score a trace with an arbitrary metric. Args: trace_id: Langfuse trace ID name: Score name value: Score v

Search for similar documents. Args: query_embedding: Query vector top_k: Number of results to return

* Search templates by query and filters

Perform self-critique on a proposed response. This is a key Constitutional AI technique where the system evaluates i

Send a message to a peer, translating protocols if needed.

Start serving (blocks).

Set a custom signal handler. Returns the previous handler, or None. Note: SIGKILL handler cannot be changed.

Set a risk policy

Set a tag on the span.

Return SHA-256 hex digest.

Convert a SharedPolicySchema into the existing PolicyDocument format.

Always admits in Public Preview.

Check if action should be blocked per policy.

Determine if this interaction should be sampled for review. This implements the "Strategic Sample" from the problem statemen

Check if score should trigger warning.

Initiate graceful shutdown. Returns a summary of the shutdown process.

Send SIGKILL to a running assistant — immediately cancels the run. This is the primary mechanism for forcibly stopping a governed ass

Sign data with this agent's private key.

* Sign an arbitrary message with the Ed25519 identity private key. * * Used for registry registration proof-of-possession (the server * verif

Sign receipt payload with Ed25519 (fail-closed).

Send a signal to another agent.

Send SIGSTOP to a running assistant. .. note:: The OpenAI Assistants API does not support pausing a run, so this beh

Simulate the relay closing the socket (server-side disconnect).

Return counts of violations per stage.

Ask the worker to drain its queue and exit. Idempotent. Blocks up to ``join_timeout`` seconds for the thread to finish; if it's still

Stop the agent gracefully.

Stream spans as they are recorded. Args: stop_event: Optional cooperative-stop signal. When set, the str

Submit counter-evidence from the other party.

Submit a Datadog event. Args: title: Event title text: Event description alert_type: Alert type (info, wa

Subscribe to topic

Create an SVG element in the SVG namespace.

Sync Entra group memberships to AGT capabilities for an agent. Fetches the agent's group memberships from Microsoft Graph API,

Begin session termination.

Send SIGTERM (graceful shutdown request).

Serialize for VFS persistence.

Serialize the card to a plain dictionary. Includes identity and signature fields only when they are populated. Returns:

Convert to dictionary (excludes None values). Returns: Dictionary representation

Serialize to a flat dict suitable for JSON delivery.

Return a JSON-serializable dictionary.

Convert trace context to headers for propagation. Returns: Headers dict

Convert to JSON string.

Serialize to a single-line JSON string.

Export an AgentIdentity as a JWK Set. Args: identity: The agent identity to export. include_private: If True, include private key

Render an ``AnnexIVDocument`` as Markdown. Args: doc: The document to render. Returns: A Markdown string suitable for inclus

Render a :class:`DriftReport` as a Markdown string. Args: report: The report to render. Returns: Markdown-fo

Serialize to an in-toto SLSA Provenance v1.0 statement.

Export this policy as a YAML string. Returns: YAML-formatted policy document.

Save this SLO spec to a YAML file.

Create an OTEL span for a policy decision. Args: policy_name: Identifier of the policy that was evaluated. decision:

Start a signal trace.

Create a span for trust score evaluation. Args: agent_did: DID of the agent whose trust was evaluated. trust_score: C

Dynamically change an agent's trust score during execution.