List anomalies

GET

/v1/insights/anomalies

const url = 'http://127.0.0.1:8080/v1/insights/anomalies?status=open&kind=new_tool';
const options = {
  method: 'GET',
  headers: {'Deedglass-Version': '2026-10-01', Authorization: 'Bearer <token>'}
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}

curl --request GET \
  --url 'http://127.0.0.1:8080/v1/insights/anomalies?status=open&kind=new_tool' \
  --header 'Authorization: Bearer <token>' \
  --header 'Deedglass-Version: 2026-10-01'

Anomaly episodes, newest window first (S27). An episode is the unresolved series of findings for one agent, kind and tool; anomalies are signals for a person to review, not verdicts. status is open and acknowledged by default; resolved or all for the rest. Filters: agent (an agt_ id), kind and since (episodes whose window ends at or after it), with limit (1 to 100, default 25) and cursor. The list object adds what the inbox says about the org: active_now (episodes active now), anomaly_facts (whether this org’s policies see anomaly.*), notice (the sentence when a policy reads anomaly facts but they are off) and baseline_building (agents with under 72 hours of history, for which only new_tool can fire). Any other parameter, or one sent twice, is 400 validation_failed. A Console session (viewer and up) or an org admin key (admin scope); agent keys get 403 insufficient_scope.

Authorizations

bearerAuth
sessionCookie

Parameters

Header Parameters

Deedglass-Version

string

/^[0-9]{4}-[0-9]{2}-[0-9]{2}$/

The API version (YYYY-MM-DD). Leave it out to use your org’s pinned version (public routes use the latest). An unknown version is 400 api_version_invalid.

Query Parameters

status

string

Allowed values: open acknowledged resolved all

Default open and acknowledged.

agent

string

Only this agent’s episodes (agt_…).

kind

string

Allowed values: new_tool volume_spike off_hours deny_spike mismatch_spike user_ref_burst

since

string format: date-time

Episodes whose window ends at or after this time (RFC 3339).

limit

integer

>= 1 <= 100

Page size, 1–100 (default 25).

cursor

string

next_cursor from the previous page, unchanged.

Responses

200

A page of anomalies, with the inbox’s header facts.

application/json

The list envelope, plus what the inbox says about the org (additive fields).

object

object

required

string

Allowed value: list

data

required

Array<object>

An anomaly episode (S27): the unresolved series of findings for one agent, kind and tool. A signal for a person to review, not a verdict. active (until active_until) is what anomaly.active sees; status is the review inbox. The full Anomaly schema is in openapi.yaml.

object

has_more

required

boolean

next_cursor

required

string | null

active_now

required

Episodes active now.

integer

anomaly_facts

required

This org’s policies see anomaly.*.

boolean

notice

required

The sentence when a policy reads anomaly facts but they are off.

string | null

baseline_building

required

Agents with under 72 hours of history; only new_tool can fire for them.

Array<object>

object

agent

required

string

name

required

string

hours

required

integer

sentence

required

string

Examples

inbox

Two open episodes (evidence trimmed to three action ids)

{
  "object": "list",
  "has_more": false,
  "next_cursor": null,
  "active_now": 0,
  "anomaly_facts": false,
  "notice": null,
  "baseline_building": [],
  "data": [
    {
      "object": "anomaly",
      "id": "anm_01m42vb27wzpyw0b2n6aycjxkh",
      "agent": {
        "id": "agt_01m42v9q4500m4rfchvb8j53da",
        "name": "growth-agent"
      },
      "kind": "volume_spike",
      "tool": null,
      "severity": "high",
      "score": 22.8,
      "title": "85 calls, 14:00 to 15:00 IST · 34.8× its usual 2.4",
      "status": "open",
      "active": false,
      "active_until": "2026-10-02T10:30:00Z",
      "window": {
        "start": "2026-10-02T08:30:00Z",
        "end": "2026-10-02T09:30:00Z"
      },
      "occurrences": 1,
      "evidence": {
        "hour": "14:00",
        "count": 85,
        "factor": 34.8,
        "writes": 85,
        "timezone": "IST",
        "points": [
          {
            "count": 85,
            "score": 22.8,
            "window_start": "2026-10-02T08:30:00.000Z",
            "window_end": "2026-10-02T09:30:00.000Z"
          }
        ],
        "action_ids": [
          "act_01m42vak3h51dq7hv3vvv3dgv2",
          "act_01m42vak4fsmgfq9m2nx3cezp5",
          "act_01m42vak4n1bnq8sj24k4r93yk"
        ],
        "window_start": "2026-10-02T08:30:00Z",
        "window_end": "2026-10-02T09:30:00Z",
        "baseline_mean": 2.44,
        "baseline_stddev": 3.62,
        "history_hours": 122
      },
      "detector_version": "1",
      "acknowledged": null,
      "resolved": null,
      "created_at": "2026-10-04T06:59:05.192752Z",
      "updated_at": "2026-10-04T06:59:05.192752Z"
    },
    {
      "object": "anomaly",
      "id": "anm_01m42vb27n2m625kwsjpjaqam7",
      "agent": {
        "id": "agt_01m42v9q429q2mprzr6xakrx42",
        "name": "ops-agent"
      },
      "kind": "mismatch_spike",
      "tool": null,
      "severity": "high",
      "score": 3,
      "title": "3 MISMATCH verdicts, 11:00 to 12:00 IST · usually 0",
      "status": "open",
      "active": false,
      "active_until": "2026-10-02T07:30:00Z",
      "window": {
        "start": "2026-10-02T05:30:00Z",
        "end": "2026-10-02T06:30:00Z"
      },
      "occurrences": 1,
      "evidence": {
        "hour": "11:00",
        "count": 9,
        "mismatches": 3,
        "timezone": "IST",
        "points": [
          {
            "count": 9,
            "score": 3,
            "window_start": "2026-10-02T05:30:00.000Z",
            "window_end": "2026-10-02T06:30:00.000Z"
          }
        ],
        "action_ids": [
          "act_01m42vahkp6pr23rajskdegyx8",
          "act_01m42vahp95d8q5r4kvq25w3mz",
          "act_01m42vahtbb45z53wt0cjr7vrq"
        ],
        "window_start": "2026-10-02T05:30:00Z",
        "window_end": "2026-10-02T06:30:00Z",
        "baseline_mean": 0,
        "baseline_stddev": 1,
        "history_hours": 119
      },
      "detector_version": "1",
      "acknowledged": null,
      "resolved": null,
      "created_at": "2026-10-04T06:59:05.192752Z",
      "updated_at": "2026-10-04T06:59:05.192752Z"
    }
  ]
}

Headers

Deedglass-Request-Id

string

/^req_[0-7][0-9a-hjkmnp-tv-z]{25}$/

This request’s id. Quote it to support; it matches error.request_id.

Deedglass-Version

string

The API version this response follows.

default

An error. Every error has this envelope; doc_url explains the code.

application/json

object

error

required

object

type

required

string

Allowed values: invalid_request_error authentication_error permission_error policy_error rate_limit_error api_error

code

required

string

Allowed values: invalid_api_key api_key_revoked api_key_expired agent_suspended agent_stopped org_stopped insufficient_scope policy_denied approval_required approval_expired budget_exceeded intent_required intent_invalid intent_replay tool_unknown connector_unavailable upstream_error timeout rate_limited idempotency_conflict validation_failed not_found conflict internal_error authentication_required method_not_allowed request_too_large unsupported_media_type invalid_json api_version_invalid idempotency_key_invalid idempotency_key_in_use service_unavailable session_expired csrf_failed insufficient_role login_link_invalid login_code_invalid last_owner policy_unavailable policy_invalid credentials_missing destination_blocked vault_unavailable upstream_auth_failed upstream_not_found upstream_rate_limited response_too_large statement_refused row_limit_exceeded database_role_unsafe database_not_ready witness_not_configured approval_decided already_countersigned approver_not_eligible self_approval approval_needs_person context_changed approval_unsatisfiable approval_link_invalid approval_link_review_only approver_unmapped stripe_live_key_refused stripe_livemode_detected upstream_approval_pending schedule_needs_approval action_executing from_denied undo_unavailable undo_plan_stale already_undone undo_conflict replay_too_large replay_window_invalid suggestion_stale shadow_slot_taken suggestion_decided observe_not_enabled pro_required

message

required

One or more calm sentences with the next step.

string

param

required

The request field, query parameter or header the error is about.

string | null

request_id

required

string

/^req_[0-7][0-9a-hjkmnp-tv-z]{25}$/

doc_url

required

string format: uri

diagnostics

On policy_invalid only. Each problem with its line, code and hint.

Array<object>

One finding about a policy file, with its position and the next step. Codes are stable and listed in docs/POLICY_ERRORS.md. In the policy_invalid error envelope each diagnostic also carries object: policy_diagnostic. The full PolicyDiagnostic schema is in openapi.yaml.

object

action

One agent action. Its sections mirror the deed’s. status is the one field an agent needs; state is the exact lifecycle state (docs/GATE.md). The Gate’s own responses (POST /v1/actions and its result report) add execution.result and witness.reasons; lists leave both out. The full Action schema is in openapi.yaml.

object

checks

On undo_unavailable only. Every check of the undo, each with its fix. Additive (S23).

Array<object>

One of the twelve safety checks (S23 §3.3). Available means no check failed. The full UndoCheck schema is in openapi.yaml.

object

Example

{
  "error": {
    "type": "invalid_request_error",
    "code": "not_found",
    "message": "There's no endpoint at GET /v1/helth. Did you mean /v1/health?",
    "param": null,
    "request_id": "req_01j9zr3m5k8q2w7x4t6v0b1c9d",
    "doc_url": "https://docs.deedglass.com/errors/not_found"
  }
}

Headers

Deedglass-Request-Id

string

/^req_[0-7][0-9a-hjkmnp-tv-z]{25}$/

This request’s id. Quote it to support; it matches error.request_id.

Deedglass-Version

string

The API version this response follows.