Abnormal AI

Abnormal AI (formerly Abnormal Security) is a San Francisco based cloud email and human-behavior security company whose behavioral AI platform protects Microsoft 365 and Google Workspace against phishing, business email compromise, vendor fraud, account takeover and misdirected email. The platform is API-first: it integrates with Microsoft and Google over their APIs rather than by rewriting MX records, and every capability in the Abnormal Portal — threats, cases, AI Security Mailbox, employee and vendor insights, audit logs, RBAC roles and users, security posture management and dashboard aggregations — is also reachable through the Abnormal Security Client API, a bearer-token REST API published as OpenAPI 3.0.3 on SwaggerHub with separate US and EU production hosts. Abnormal also streams the same event data to SIEM and SOAR platforms over near-real-time webhooks.

Abnormal AI publishes 17 APIs on the APIs.io network, including AI Security Mailbox (formerly known as Abuse Mailbox) API, Audit Logs API, Cases API, and 14 more. Tagged areas include Company, Security, Email Security, Cybersecurity, and Threat Intelligence.

The Abnormal AI catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Abnormal AI’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, signup flow, authentication, and 28 more developer resources.

🌐 Visit website 📡 Source on GitHub

51.7/100 developing ▬ flat Agent 42/100 agent ready saas Full breakdown ↓
scored 2026-09-14 · rubric v0.22.0

1 APIs

Company Security Email Security Cybersecurity Threat Intelligence Artificial Intelligence SOAR Identity Compliance

Kin Score

Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0

Composite quality — 51.7/100 · developing

Contract Quality 14.3 / 23

Developer Ergonomics 10.4 / 18

Access Clarity 9.0 / 18

Operational Transparency 6.2 / 12

Contract Governance 0.5 / 11

Discoverability 6.8 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 42/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/abnormal: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 17

Individual APIs this provider publishes, each with its own machine-readable definition.

Abnormal AI AI Security Mailbox (formerly known as Abuse Mailbox) API

API to manage AI Security Mailbox (formerly known as Abuse Mailbox)

Abnormal AI Audit Logs API

API to retrieve audit logs for Portal

Abnormal AI Cases API

APIs to manage Abnormal Cases

Abnormal AI Dashboard Aggregations API

APIs to manage Dashboard metrics

Abnormal AI Detection360 API

The Detection360 API from Abnormal AI — 1 operation(s) for detection360.

Abnormal AI Employee Insights API

API to manage employees

Abnormal AI Messages API

API to manage message details

Abnormal AI Resources API

The Resources API from Abnormal AI — 5 operation(s) for resources.

Abnormal AI Roles API

API to retrieve roles from RBAC system

Abnormal AI Search and Respond API

The Search and Respond API from Abnormal AI — 6 operation(s) for search and respond.

Abnormal AI Security Settings API

API to retrieve security settings including session timeout configuration

Abnormal AI SPM API

The SPM API from Abnormal AI — 6 operation(s) for spm.

Abnormal AI Threats API

APIs to manage threats notified in the Abnormal Threat Log

Abnormal AI Tokens API

API to manage SOAR API tokens

Abnormal AI URL Rewrite API

The URL Rewrite API from Abnormal AI — 1 operation(s) for url rewrite.

Abnormal AI Users API

API to retrieve users from RBAC system

Abnormal AI Vendors API

API to manage Vendorbase and threats from Vendors

Scroll for all 17

Open Collections 18

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Abnormal Security Client AI Security Mailbox (formerly known as Abuse Mailbox) AI Security Mailbox (formerly known as Abuse Mailbox) API

OPEN COLLECTION

Abnormal Security Client Audit Logs API

OPEN COLLECTION

Abnormal Security Client Cases API

OPEN COLLECTION

Abnormal Security Client Dashboard Aggregations API

OPEN COLLECTION

Abnormal Security Client Detection360 API

OPEN COLLECTION

Abnormal Security Client Employee Insights API

OPEN COLLECTION

Abnormal Security Client Messages API

OPEN COLLECTION

Abnormal Security Client Resources API

OPEN COLLECTION

Abnormal Security Client Roles API

OPEN COLLECTION

Abnormal Security Client Search and Respond API

OPEN COLLECTION

Abnormal Security Client Security Settings API

OPEN COLLECTION

Abnormal Security Client SPM API

OPEN COLLECTION

Abnormal Security Client Threats API

OPEN COLLECTION

Abnormal Security Client Tokens API

OPEN COLLECTION

Abnormal Security Client URL Rewrite API

OPEN COLLECTION

Abnormal Security Client Users API

OPEN COLLECTION

Abnormal Security Client Vendors API

OPEN COLLECTION

Scroll for all 18

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Abnormal Webhooks

ASYNCAPI

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Abnormal Authentication

http · 1 scheme

SECURITY

Abnormal Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Abnormal Vulnerability Disclosure

Hackerone · contact published

SECURITY

Abnormal Trust Center

SOC 2, ISO/IEC 27001, ISO/IEC 27701, ISO/IEC 42001:2023, CSA STAR, FedRAMP Moderate, GovRAMP, TX-RAMP, CMMC, Cyber Essentials Plus, CJIS, ITAR, VPAT

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

GettingStarted

SignUp

Sandbox

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

WellKnown

LLMsTxt

AgentSkill

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conformance

Conventions

ErrorCatalog

DataModel

Lifecycle

Webhooks

Build 2

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

Access & Security 6

Authentication, authorization, and security posture

TrustCenter

TrustCenter

DomainSecurity

DomainSecurity

Authentication

Authentication

VulnerabilityDisclosure

VulnerabilityDisclosure

Security

Security

Compliance

Compliance

Operate 4

Status, limits, changes, and where to get help

Support

HelpCenter

StatusPage

ChangeLog

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 3

Properties that don't map to a standard resource type

Subprocessors

Subprocessors

Patents

Patents

Overlay

Overlay

Source (apis.yml)

aid: abnormal
name: Abnormal AI
description: 'Abnormal AI (formerly Abnormal Security) is a San Francisco based cloud email and human-behavior security company
  whose behavioral AI platform protects Microsoft 365 and Google Workspace against phishing, business email compromise, vendor
  fraud, account takeover and misdirected email. The platform is API-first: it integrates with Microsoft and Google over their
  APIs rather than by rewriting MX records, and every capability in the Abnormal Portal — threats, cases, AI Security Mailbox,
  employee and vendor insights, audit logs, RBAC roles and users, security posture management and dashboard aggregations —
  is also reachable through the Abnormal Security Client API, a bearer-token REST API published as OpenAPI 3.0.3 on SwaggerHub
  with separate US and EU production hosts. Abnormal also streams the same event data to SIEM and SOAR platforms over near-real-time
  webhooks.'
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  - sandbox
  generated: '2026-09-03'
  method: derived
image: https://www.abnormal.ai/og/home.png
url: https://raw.githubusercontent.com/api-evangelist/abnormal/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.23'
created: '2026-08-02'
modified: '2026-08-02'
tags:
- Company
- Security
- Email Security
- Cybersecurity
- Threat Intelligence
- Artificial Intelligence
- SOAR
- Identity
- Compliance
apis:
- aid: abnormal:abnormal-ai-security-mailbox-formerly-known-as-abuse-mailbox-api
  name: Abnormal AI AI Security Mailbox (formerly known as Abuse Mailbox) API
  description: API to manage AI Security Mailbox (formerly known as Abuse Mailbox)
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags: []
  tags_raw:
  - AI Security Mailbox (formerly known as Abuse Mailbox)
  properties:
  - type: OpenAPI
    url: openapi/abnormal-ai-security-mailbox-formerly-known-as-abuse-mailbox-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-audit-logs-api
  name: Abnormal AI Audit Logs API
  description: API to retrieve audit logs for Portal
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Audit Logs
  properties:
  - type: OpenAPI
    url: openapi/abnormal-audit-logs-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-cases-api
  name: Abnormal AI Cases API
  description: APIs to manage Abnormal Cases
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Cases
  properties:
  - type: OpenAPI
    url: openapi/abnormal-cases-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-dashboard-aggregations-api
  name: Abnormal AI Dashboard Aggregations API
  description: APIs to manage Dashboard metrics
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Dashboard Aggregations
  properties:
  - type: OpenAPI
    url: openapi/abnormal-dashboard-aggregations-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-detection360-api
  name: Abnormal AI Detection360 API
  description: The Detection360 API from Abnormal AI — 1 operation(s) for detection360.
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Detection360
  properties:
  - type: OpenAPI
    url: openapi/abnormal-detection360-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-employee-insights-api
  name: Abnormal AI Employee Insights API
  description: API to manage employees
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Employee Insights
  properties:
  - type: OpenAPI
    url: openapi/abnormal-employee-insights-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-messages-api
  name: Abnormal AI Messages API
  description: API to manage message details
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Message
  tags_raw:
  - Messages
  properties:
  - type: OpenAPI
    url: openapi/abnormal-messages-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-resources-api
  name: Abnormal AI Resources API
  description: The Resources API from Abnormal AI — 5 operation(s) for resources.
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Resources
  properties:
  - type: OpenAPI
    url: openapi/abnormal-resources-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-roles-api
  name: Abnormal AI Roles API
  description: API to retrieve roles from RBAC system
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Roles
  properties:
  - type: OpenAPI
    url: openapi/abnormal-roles-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-search-and-respond-api
  name: Abnormal AI Search and Respond API
  description: The Search and Respond API from Abnormal AI — 6 operation(s) for search and respond.
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Search and Respond
  properties:
  - type: OpenAPI
    url: openapi/abnormal-search-and-respond-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-security-settings-api
  name: Abnormal AI Security Settings API
  description: API to retrieve security settings including session timeout configuration
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Security Settings
  properties:
  - type: OpenAPI
    url: openapi/abnormal-security-settings-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-spm-api
  name: Abnormal AI SPM API
  description: The SPM API from Abnormal AI — 6 operation(s) for spm.
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - SPM
  properties:
  - type: OpenAPI
    url: openapi/abnormal-spm-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-threats-api
  name: Abnormal AI Threats API
  description: APIs to manage threats notified in the Abnormal Threat Log
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Threats
  properties:
  - type: OpenAPI
    url: openapi/abnormal-threats-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-tokens-api
  name: Abnormal AI Tokens API
  description: API to manage SOAR API tokens
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Tokens
  properties:
  - type: OpenAPI
    url: openapi/abnormal-tokens-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-url-rewrite-api
  name: Abnormal AI URL Rewrite API
  description: The URL Rewrite API from Abnormal AI — 1 operation(s) for url rewrite.
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - URL Rewrite
  properties:
  - type: OpenAPI
    url: openapi/abnormal-url-rewrite-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-users-api
  name: Abnormal AI Users API
  description: API to retrieve users from RBAC system
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/abnormal-users-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- aid: abnormal:abnormal-vendors-api
  name: Abnormal AI Vendors API
  description: API to manage Vendorbase and threats from Vendors
  humanURL: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
  baseURL: https://api.abnormalplatform.com/v1
  tags:
  - Vendors
  properties:
  - type: OpenAPI
    url: openapi/abnormal-vendors-api-openapi.yml
  - type: Swagger
    url: https://api.swaggerhub.com/apis/abnormal-security/abx/1.4.3
  - type: APIReference
    url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: X-MCPServerCandidate
  url: mcp/abnormal-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: TrustCenter
  url: security/abnormal-trust-center.yml
- type: DomainSecurity
  url: security/abnormal-domain-security.yml
- type: Website
  url: https://abnormal.ai/
- type: DeveloperPortal
  url: https://portal.abnormalsecurity.com/home/settings/integrations
- type: Documentation
  url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- type: APIReference
  url: https://app.swaggerhub.com/apis-docs/abnormal-security/abx/1.4.3
- type: GettingStarted
  url: https://abnormalsecurity.my.site.com/knowledgebase/s/article/Abnormal-REST-API-Integration
- type: Support
  url: https://abnormal.ai/contact
- type: HelpCenter
  url: https://abnormalsecurity.my.site.com/knowledgebase/s/
- type: Blog
  url: https://abnormal.ai/blog
- type: GitHubOrganization
  url: https://github.com/abnormal-ai
- type: SignUp
  url: https://portal.abnormalsecurity.com/
- type: TermsOfService
  url: https://abnormal.ai/legal/terms-of-use
- type: PrivacyPolicy
  url: https://abnormal.ai/legal/privacy
- type: Integrations
  url: https://abnormal.ai/resources/abnormal-technology-integrations
- type: Subprocessors
  url: https://abnormal.ai/legal/subprocessors
- type: Patents
  url: https://abnormal.ai/legal/patents
- type: Authentication
  url: authentication/abnormal-authentication.yml
- type: VulnerabilityDisclosure
  url: security/abnormal-vulnerability-disclosure.yml
- type: Security
  url: https://abnormal.ai/legal/disclosure
- type: Compliance
  url: https://security.abnormal.ai/
- type: Conformance
  url: conformance/abnormal-conformance.yml
- type: Conventions
  url: conventions/abnormal-conventions.yml
- type: ErrorCatalog
  url: errors/abnormal-problem-types.yml
- type: DataModel
  url: data-model/abnormal-data-model.yml
- type: Lifecycle
  url: lifecycle/abnormal-lifecycle.yml
- type: StatusPage
  url: https://status.abnormalsecurity.com/
- type: ChangeLog
  url: changelog/abnormal-changelog.yml
- type: Sandbox
  url: sandbox/abnormal-sandbox.yml
- type: Webhooks
  url: asyncapi/abnormal-webhooks.yml
- type: Packages
  url: packages/abnormal-packages.yml
- type: WellKnown
  url: well-known/abnormal-well-known.yml
- type: LLMsTxt
  url: llms/abnormal-llms.txt
- type: Overlay
  url: overlays/abnormal-client-api-overlay.yaml
- type: AgentSkill
  url: skills/_index.yml
x-enrichment:
  date: '2026-08-02'
  status: enriched
  artifacts_added: 19
  pass: local-v1

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