feat(spec,lint)!: accept ADR-0109, remove agent.tools[], lint agent authoring, model AI exposure in tool resolution (#3820) (#3894)

* feat(spec,lint)!: accept ADR-0109, remove agent.tools[], lint agent authoring, model AI exposure in tool resolution (#3820)

Completes the #3820 positioning work. ADR-0109 is now Accepted —
implemented (Phase 1), with evidence: the registry, the reference rule,
cloud#908's conformance tests, and hotcrm#512 as the first app ported to
the model (22 tool references, 0 findings, down from 16 with 10 dead).

BREAKING — `agent.tools[]` is removed. ADR-0064's invariant is "an
agent's tool set is the union of its surface-compatible skills' tools;
nothing falls through to the global registry", and this legacy inline
slot was the one seam that broke it: the runtime resolved
`agent.tools[].name` against the FULL registry with no surface check, so
an `ask`-surface agent could name an authoring tool and get it. Removing
the field makes the invariant structural rather than a rule every reader
must remember (ADR-0049 design+enforce-or-remove). `AIToolSchema` and the
`AITool` type go with it; the json-schema manifest key is deregistered in
the same PR, as its gate requires. Authoring `tools` stays a silent
no-op, not a parse error, so existing stacks keep parsing.

`validate-ai-tool-references` now models AI exposure. It resolved
`action_<name>` against every declared action; the runtime is stricter
(ADR-0011): a tool materialises only for an action that opts in with
`ai.exposed` + `ai.description` AND has a headless path (script/api/flow
with a target or body — url/modal/form are UI-only). The permissive
version blessed references the agent could never call — the exact failure
the rule exists to catch, one layer down. Found while porting HotCRM,
where 3 of the 5 actions its skills wanted are `type:'modal'`. Unresolved
`action_*` names now get their own message and fix, because "not exposed"
and "fictional" need different answers, and the hint says plainly that a
modal action staying human-driven is a design answer, not a gap.

New rule `validate-ai-agent-authoring` (agent-authoring-withdrawn,
warning): flags a stack declaring `stack.agents`. ADR-0063 §2 withdrew
tenant agents and the runtime enforces it on both paths, but
`defineStack` still accepted the array — so an app could ship agents that
parse, validate, and never run (HotCRM did, for months). This is the
missing authoring-time signal; the runtime remains the gate.

Docs: `content/docs/ai/agents.mdx` now teaches the zero-tool-record
default path with a worked Action → skill example, the three conditions
that decide whether `action_<name>` exists, and why naming reasoning
("analyse the pipeline") as a tool is the most common authoring mistake.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BHjroNkLkajskKbJaidko4

* docs(ai): use defineAction in the ADR-0109 example (doc-authoring guard, ADR-0059)

`check-doc-authoring.mjs` fails any bare metadata literal in a doc code
block — the new Action → skill example wrote `export const X: Action = {}`.
Switched to `defineAction({ ... })` with its import, which is the pattern
the guard exists to teach.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BHjroNkLkajskKbJaidko4

* docs(ai): migrate every agent example from the removed tools[] to skills

The prose-example gate caught two `os:check`-marked agent examples still
authoring `agent.tools` after this PR removed the field; three more
unmarked examples on the same page taught it too. All five now express
capability through `skills`, which is the point — these are examples an
AI copies verbatim, so leaving them on a slot that no longer exists would
have taught the removed pattern to the next generated app.

Each rewrite also names WHERE the tools come from (platform data tools,
`action_<name>` from an `ai.exposed` Action, `search_knowledge`), so the
examples teach the ADR-0109 default path rather than just dropping a
field.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BHjroNkLkajskKbJaidko4

* chore(i18n): drop the agent.tools form labels the removed field left behind

`check-i18n-bundles` flagged 4 drifted platform-objects bundles: the
metadata-form translations still carried a `tools` entry ("Tools" /
"Herramientas" / "ツール" / "工具", each with the "legacy mode" helpText)
for a form field this PR removed. Regenerated with
`scripts/check-i18n-bundles.mjs --write`; the diff is exactly those four
deletions, one per locale.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BHjroNkLkajskKbJaidko4

---------

Co-authored-by: Claude <noreply@anthropic.com>

Author: os-zhuang

.changeset/ai-agent-authoring-and-tools-removal.md

@@ -0,0 +1,43 @@
+---
+"@objectstack/spec": major
+"@objectstack/lint": minor
+---
+
+feat(spec,lint)!: remove `agent.tools[]`, lint agent authoring, and resolve `action_<name>` only when it actually materialises (#3820, ADR-0109 accepted)
+
+**Breaking — `agent.tools[]` is removed.** ADR-0064's central invariant is
+"an agent's tool set is the union of its surface-compatible skills' tools;
+nothing falls through to the global registry", and this legacy inline slot
+was the one seam that broke it: the runtime resolved `agent.tools[].name`
+against the **full** tool registry with no surface check, so an `ask`-surface
+agent could name an authoring tool and get it. Removing the field makes the
+invariant structural — there is no second slot to disagree with the skills —
+rather than a rule every reader has to remember (ADR-0049 "design+enforce or
+remove"). `AIToolSchema` / the `AITool` type go with it.
+
+*Migration:* attach capability through `skills`. An agent authoring `tools` is
+not a parse error — Zod strips the unknown key — so existing stacks keep
+parsing, but the slot no longer does anything.
+
+**`validate-ai-tool-references` now models AI exposure.** The rule previously
+resolved `action_<name>` against every declared action. The runtime is far
+stricter (ADR-0011): it materialises a tool only when the action opts in with
+`ai.exposed: true` + `ai.description` **and** has a headless path (type
+`script`/`api`/`flow` with a target or body — `url`/`modal`/`form` are
+UI-only). Resolving against all actions therefore blessed references the agent
+could never call — the exact failure the rule exists to catch. Unresolved
+`action_*` references now get their own message and fix, since "the action
+isn't exposed" and "the name is fictional" need different answers.
+
+**New rule `validate-ai-agent-authoring`** (`agent-authoring-withdrawn`,
+warning): flags a stack that declares `stack.agents`. Tenant/app-package
+agents were withdrawn in ADR-0063 §2 — the runtime filters them from the
+catalog and refuses to load them — but `defineStack` still accepted the array,
+so an app could ship agents that parse, validate, and never run. This is the
+authoring-time signal that was missing (ADR-0078: loud at the producer,
+tolerant at the consumer). Joins `REFERENCE_INTEGRITY_RULES`.
+
+ADR-0109 is now **Accepted — implemented (Phase 1)**, and the AI docs teach
+the zero-tool-record default path, including the three conditions that decide
+whether `action_<name>` exists and why a `modal` action staying human-driven
+is a design answer rather than a gap.

content/docs/ai/agents.mdx

@@ -6,8 +6,9 @@ description: The two platform agents (ask and build), how skills extend them, an
 # AI Agents
 
 Part of the [AI module](/docs/ai). In the **open edition**, agents, tools, and
-skills are **typed metadata**: you author them as source with `defineAgent` /
-`defineSkill` / `defineTool` from the open `@objectstack/spec/ai` package, and an
+skills are **typed metadata**. You author **skills** (`defineSkill`) — agents are
+platform-owned and tool records are optional (see below) — from the open
+`@objectstack/spec/ai` package, and an
 external AI client (Claude, Cursor, a local model — any MCP client) reaches your
 objects, queries, and business **Actions** through `@objectstack/mcp` (BYO-AI),
 all governed by RLS. This page describes that metadata and the `AgentSchema` it
@@ -112,12 +113,74 @@ assistant to *write* your metadata and never run. Same word, two layers.
 `*.agent.ts` is **closed to third parties** — the `agent` metadata type is
 `allowRuntimeCreate:false, allowOrgOverride:false`, reserved for the two platform
 agents and platform-owned subagents (ADR-0063 §2). To give the `ask` agent a new
-capability you author an agent **skill** (`*.skill.ts`) whose `tools` reference
-your Actions / Flows / queries; it then attaches to `ask`. Every skill declares
+capability you author an agent **skill** (`*.skill.ts`). Every skill declares
 `surface: 'ask' | 'build' | 'both'`, and an agent's tool set is the **union of its
 surface-compatible skills' tools** — there is no global fall-through, so a skill
 reaches an agent only when their surfaces match
 ([ADR-0064](https://github.com/objectstack-ai/objectstack/blob/main/docs/adr/0064-tool-scoping-to-agent.md)).
+`os validate` warns if a stack declares an agent (`agent-authoring-withdrawn`).
+
+### A skill needs **no tool records** — name the Action
+
+Per [ADR-0109](https://github.com/objectstack-ai/objectstack/blob/main/docs/adr/0109-ai-tool-authoring-model.md)
+the default path declares **zero** `defineTool` records. The runtime already
+materialises one `action_<name>` tool per AI-exposed Action, so a skill names
+that tool directly. The Action is the same one your UI button runs, so
+permissions, validation and audit are identical whether a human clicks or the
+assistant calls:
+
+```typescript
+import { defineAction } from '@objectstack/spec/ui';
+import { defineSkill } from '@objectstack/spec/ai';
+
+// 1. The Action you already have — opt it in to AI.
+export const ConvertLeadAction = defineAction({
+  name: 'convert_lead',
+  label: 'Convert Lead',
+  objectName: 'crm_lead',
+  type: 'flow',            // headless: script | api | flow
+  target: 'lead_conversion_flow',
+  ai: {
+    exposed: true,          // ADR-0011 — opt-in, default off
+    description: 'Converts a qualified lead into an account, contact and opportunity.',
+  },
+});
+
+// 2. The skill names its materialised tool. No defineTool anywhere.
+export const LeadQualificationSkill = defineSkill({
+  name: 'lead_qualification',
+  label: 'Lead Qualification',
+  surface: 'ask',
+  instructions: `Score the lead with BANT from what you read, then convert it
+when the user agrees. Scoring is your judgement — there is no scoring tool.`,
+  tools: ['get_record', 'query_records', 'action_convert_lead'],
+});
+```
+
+Three things decide whether `action_<name>` exists, and `os validate` checks
+all three (`ai-skill-tool-unresolved`):
+
+| Requirement | Why |
+|---|---|
+| `ai.exposed: true` + `ai.description` (≥40 chars) | ADR-0011 governance gate — AI reach is opt-in, and the description is the LLM's contract |
+| type is `script` / `api` / `flow` | `url` / `modal` / `form` are UI-only: they have no headless path, so they stay human-driven **by design** |
+| a `target` (or a `body`, for `script`) | something has to dispatch |
+
+A `modal` Action is not a gap to fix. When the operation should collect input
+from a person — an escalation reason, a refund amount — leave it modal and have
+the skill's instructions *recommend* the button instead of calling it.
+
+The other tools a skill may name are the **platform** ones the runtime
+registers (`describe_object`, `query_records`, `aggregate_data`,
+`search_knowledge`, `visualize_data`, …). Between those and your Actions, most
+skills need nothing else: "analyse the pipeline", "draft this email" and "score
+this lead" are *reasoning* the model does with data — writing them as tool
+names is the most common authoring mistake, and produces an assistant that
+claims abilities it does not have.
+
+A `defineTool` record is an **optional refinement layer**, not a required step
+— reach for one only when the AI-facing surface must differ from the Action
+itself (a different LLM-facing description, fewer exposed parameters).
 Both `surface:'ask'` and `surface:'build'` skills run only where the in-UI AI
 runtime exists — **ObjectOS**. On the open framework
 there is no in-product agent to attach them to; author capability
@@ -193,12 +256,9 @@ Always be professional and data-driven.`,
     maxTokens: 2000,
   },
 
-  // References to Actions/Flows exposed as tools (see "Actions as Tools").
-  tools: [
-    { type: 'flow', name: 'analyze_lead', description: 'Analyze a lead and provide a qualification score' },
-    { type: 'flow', name: 'suggest_next_action', description: 'Suggest the next best action for an opportunity' },
-    { type: 'action', name: 'generate_email', description: 'Generate a personalized email template' },
-  ],
+  // Capability comes from skills — the only tool-bearing slot (ADR-0064).
+  // Each skill names the platform tools and `action_<name>` tools it needs.
+  skills: ['lead_qualification', 'opportunity_coaching', 'email_drafting'],
 
   // RAG access: sources to recruit knowledge from + vector store indexes.
   knowledge: {
@@ -233,11 +293,10 @@ Always be empathetic and solution-focused.`,
     maxTokens: 1500,
   },
 
-  // `search_knowledge` is provided by the Knowledge Protocol tool, not declared inline.
-  tools: [
-    { type: 'flow', name: 'triage_case', description: 'Analyze a case and assign priority' },
-    { type: 'action', name: 'generate_response', description: 'Generate a customer response' },
-  ],
+  // Skills carry the tools. `case_triage` names the platform data tools it
+  // reads with; `knowledge_search` names `search_knowledge` (Knowledge
+  // Protocol). Neither needs a `defineTool` record.
+  skills: ['case_triage', 'knowledge_search', 'response_drafting'],
 
   knowledge: {
     sources: ['support-kb', 'cases'],
@@ -271,10 +330,10 @@ Use reputable data sources.`,
     maxTokens: 1000,
   },
 
-  tools: [
-    { type: 'flow', name: 'lookup_company', description: 'Look up company information' },
-    { type: 'flow', name: 'enrich_contact', description: 'Enrich contact information' },
-  ],
+  // The enrichment Flows are exposed with `ai.exposed`, so the runtime
+  // materialises `action_lookup_company` / `action_enrich_contact` for the
+  // skill to name.
+  skills: ['contact_enrichment'],
 });
 ```
 
@@ -307,11 +366,10 @@ Use the data tools to query records and aggregate metrics.`,
     maxTokens: 3000,
   },
 
-  // Built-in data tools (query_records / get_record / aggregate_data) are
-  // available to agents automatically once registered — see "Natural Language Queries".
-  tools: [
-    { type: 'flow', name: 'analyze_pipeline', description: 'Analyze sales pipeline health' },
-  ],
+  // Pipeline analysis is reasoning over the platform's own data tools
+  // (query_records / aggregate_data / visualize_data), which the skill
+  // names directly — see "Natural Language Queries".
+  skills: ['revenue_forecasting'],
 
   knowledge: {
     sources: ['opportunities', 'pipeline'],

content/docs/getting-started/common-patterns.mdx

@@ -397,23 +397,10 @@ export const supportAgent = defineAgent({
   instructions: `You are a helpful customer support agent. 
     You can search for customer records, look up order status, 
     and create support tickets. Always be polite and professional.`,
-  tools: [
-    {
-      type: 'query',
-      name: 'contact',
-      description: 'Search customer records'
-    },
-    {
-      type: 'query',
-      name: 'order',
-      description: 'Look up order status'
-    },
-    {
-      type: 'action',
-      name: 'create_support_ticket',
-      description: 'Create a support ticket'
-    }
-  ]
+  // Capability lives in skills, never inline on the agent (ADR-0064): a
+  // skill names the platform data tools plus the `action_<name>` tools
+  // materialised from your own AI-exposed Actions.
+  skills: ['customer_lookup', 'order_status', 'ticket_intake']
 });
 ```
 

content/docs/references/ai/agent.mdx

@@ -14,8 +14,8 @@ AI Model Configuration
 ## TypeScript Usage
 
 ```typescript
-import { AIKnowledge, AIModelConfig, AITool, Agent, StructuredOutputConfig, StructuredOutputFormat, TransformPipelineStep } from '@objectstack/spec/ai';
-import type { AIKnowledge, AIModelConfig, AITool, Agent, StructuredOutputConfig, StructuredOutputFormat, TransformPipelineStep } from '@objectstack/spec/ai';
+import { AIKnowledge, AIModelConfig, Agent, StructuredOutputConfig, StructuredOutputFormat, TransformPipelineStep } from '@objectstack/spec/ai';
+import type { AIKnowledge, AIModelConfig, Agent, StructuredOutputConfig, StructuredOutputFormat, TransformPipelineStep } from '@objectstack/spec/ai';
 
 // Validate data
 const result = AIKnowledge.parse(data);
@@ -49,19 +49,6 @@ const result = AIKnowledge.parse(data);
 | **topP** | `number` | optional |  |
 
 
----
-
-## AITool
-
-### Properties
-
-| Property | Type | Required | Description |
-| :--- | :--- | :--- | :--- |
-| **type** | `Enum<'action' \| 'flow' \| 'query' \| 'vector_search'>` | ✅ |  |
-| **name** | `string` | ✅ | Reference name (Action Name, Flow Name) |
-| **description** | `string` | optional | Override description for the LLM |
-
-
 ---
 
 ## Agent
@@ -79,7 +66,6 @@ const result = AIKnowledge.parse(data);
 | **lifecycle** | `{ id: string; description?: string; contextSchema?: Record<string, any>; initial: string; … }` | optional | [EXPERIMENTAL — not enforced] State machine defining the agent conversation flow and constraints. Parsed but no runtime consumer yet (liveness #1878/#1893). |
 | **surface** | `Enum<'ask' \| 'build'>` | ✅ | Product surface this agent binds ('ask' \| 'build') — ADR-0063 §1 |
 | **skills** | `string[]` | optional | Skill names to attach (Agent→Skill→Tool architecture) |
-| **tools** | `{ type: Enum<'action' \| 'flow' \| 'query' \| 'vector_search'>; name: string; description?: string }[]` | optional | Direct tool references (legacy fallback) |
 | **knowledge** | `{ sources?: string[]; topics?: any; indexes: string[] }` | optional | RAG access |
 | **active** | `boolean` | ✅ |  |
 | **access** | `string[]` | optional | Who can chat with this agent |

docs/adr/0109-ai-tool-authoring-model.md

@@ -1,6 +1,7 @@
 # ADR-0109: The AI tool authoring model — the default third-party path needs no tool records
 
-**Status**: Proposed (2026-07-28; revised same day — see Revision note). Phase 1 (platform tool-name registry + advisory reference lint) is implemented alongside this revision; Phase 2 (the optional refinement layer) awaits acceptance.
+**Status**: **Accepted — implemented (Phase 1)** (2026-07-28; revised same day before acceptance — see Revision note).
+Evidence: `packages/spec/src/system/constants/platform-tool-names.ts` (registry + `platform-tool-names.test.ts`); `packages/lint/src/validate-ai-tool-references.ts` (+ `.test.ts`, wired into `REFERENCE_INTEGRITY_RULES`); conformance in `../cloud` `service-ai`/`service-ai-studio` (`platform-tool-names-conformance.test.ts`, cloud#908). First app on the model: `../hotcrm` skills — 22 tool references, 0 findings, down from 16 references with 10 dead (hotcrm#512). Phase 2 (the optional refinement layer) remains open and is gated on a real refinement need.
 **Deciders**: ObjectStack Protocol Architects
 **Builds on**: [ADR-0063](./0063-two-kernel-agents-skills-are-the-extension-primitive.md) (skills + tools are the third-party extension primitive), [ADR-0064](./0064-tool-scoping-to-agent.md) (an agent's tools are its skills' tools), [ADR-0078](./0078-no-silently-inert-metadata.md) (no silently inert metadata), [ADR-0049](./0049-no-unenforced-security-properties.md) (enforce-or-remove)
 **Consumers**: `@objectstack/spec` (`system/constants/platform-tool-names.ts`, `ai/tool.zod.ts`, `stack.zod.ts`), `@objectstack/lint` (`validate-ai-tool-references`), `../cloud/service-ai` + `service-ai-studio` (registry conformance)
@@ -130,5 +131,7 @@ lint could not see: no reference rule could be correct in either direction
 - [x] `PLATFORM_PROVIDED_TOOL_NAMES` + `PLATFORM_TOOL_FAMILY_PREFIXES` + invariant tests (spec — this change).
 - [x] `validate-ai-tool-references`, advisory, in `REFERENCE_INTEGRITY_RULES` (lint — this change).
 - [x] `'tools'` into `composeStacks`' concat list (spec — this change).
-- [ ] Registry conformance tests in `../cloud` `service-ai` / `service-ai-studio` (cloud PR; activates fully when the cloud `.objectstack-sha` pin advances past this change).
+- [x] Registry conformance tests in `../cloud` `service-ai` / `service-ai-studio` (cloud#908; feature-detected, activates when the `.objectstack-sha` pin advances past Phase 1).
+- [x] The lint rule resolves `action_<name>` only for actions that ACTUALLY materialise — `ai.exposed` + `ai.description` + a headless type (ADR-0011). Resolving against every declared action blessed references the agent could never call; caught while porting HotCRM, where 3 of 5 referenced actions are `type:'modal'` (UI-only).
+- [x] First app ported: `../hotcrm` (hotcrm#512) — 10 fictional tools removed, the two withdrawn agents deleted, state changes routed through `action_<name>`.
 - [ ] **Phase 2 (on acceptance + a real refinement need):** `binding` on `ToolSchema`; flow exposure; boot-mirror provenance guard; revisit `tool` metadata-type flags; ratchet the lint rule to error per ADR-0078 once the registry has soaked a release.

packages/lint/src/index.ts

@@ -240,6 +240,15 @@ export type {
   AiToolRefSeverity,
 } from './validate-ai-tool-references.js';
 
+export {
+  validateAiAgentAuthoring,
+  AGENT_AUTHORING_WITHDRAWN,
+} from './validate-ai-agent-authoring.js';
+export type {
+  AiAgentAuthoringFinding,
+  AiAgentAuthoringSeverity,
+} from './validate-ai-agent-authoring.js';
+
 // One entry point for the reference-resolution rules above (#3583 §5 D5).
 // Adding a rule to `REFERENCE_INTEGRITY_RULES` runs it on `validate`, `lint`
 // and `compile` at once — the CLI call sites do not change.

packages/lint/src/reference-integrity-suite.test.ts

@@ -24,6 +24,7 @@ describe('reference-integrity suite — membership', () => {
       'validateFlowTemplatePaths',
       'validateAiSurfaceAffinity',
       'validateAiToolReferences',
+      'validateAiAgentAuthoring',
     ]);
   });
 
@@ -111,6 +112,8 @@ describe('reference-integrity suite — every member actually runs', () => {
     ],
     // validateAiSurfaceAffinity: an 'ask' agent binding a 'build' skill — the
     // runtime throws on this at chat time (ADR-0064 §3).
+    // validateAiAgentAuthoring: declaring an agent at all is withdrawn
+    // (ADR-0063 §2) — one fixture, two rules.
     agents: [{ name: 'helper', surface: 'ask', skills: ['metadata_authoring'] }],
     // validateAiToolReferences: a tool name nothing declares, registers, or
     // materialises (the HotCRM fictional-tool class).
@@ -149,6 +152,7 @@ describe('reference-integrity suite — every member actually runs', () => {
     expect(rules).toContain('flow-template-unknown-field');
     expect(rules).toContain('ai-skill-surface-mismatch');
     expect(rules).toContain('ai-skill-tool-unresolved');
+    expect(rules).toContain('agent-authoring-withdrawn');
   });
 
   it('carries a gating flow-template finding through the suite (#3810)', () => {
@@ -170,9 +174,9 @@ describe('reference-integrity suite — every member actually runs', () => {
       expect(typeof f.message).toBe('string');
       expect(typeof f.hint).toBe('string');
     }
-    // Object references run first, AI tool references last.
+    // Object references run first, agent-authoring last.
     expect(findings[0].rule).toBe('object-reference-unknown');
-    expect(findings[findings.length - 1].rule).toBe('ai-skill-tool-unresolved');
+    expect(findings[findings.length - 1].rule).toBe('agent-authoring-withdrawn');
   });
 
   it('returns nothing for an empty stack', () => {

packages/lint/src/reference-integrity-suite.ts

@@ -54,6 +54,7 @@ import { validateTranslationReferences } from './validate-translation-references
 import { validateFlowTemplatePaths } from './validate-flow-template-paths.js';
 import { validateAiSurfaceAffinity } from './validate-ai-surface-affinity.js';
 import { validateAiToolReferences } from './validate-ai-tool-references.js';
+import { validateAiAgentAuthoring } from './validate-ai-agent-authoring.js';
 
 export type ReferenceIntegritySeverity = 'error' | 'warning';
 
@@ -98,6 +99,7 @@ export const REFERENCE_INTEGRITY_RULES: readonly ReferenceIntegrityRule[] = [
   { name: 'validateFlowTemplatePaths', run: validateFlowTemplatePaths },
   { name: 'validateAiSurfaceAffinity', run: validateAiSurfaceAffinity },
   { name: 'validateAiToolReferences', run: validateAiToolReferences },
+  { name: 'validateAiAgentAuthoring', run: validateAiAgentAuthoring },
 ];
 
 /**