diff --git a/content/docs/automation/connectors.mdx b/content/docs/automation/connectors.mdx
index 396c2d5b91a..7d36bfea333 100644
--- a/content/docs/automation/connectors.mdx
+++ b/content/docs/automation/connectors.mdx
@@ -456,6 +456,7 @@ retry):
 | MCP server unreachable / `tools/list` fails; remote spec URL unreachable or transiently failing (408/429/5xx) | **Not fatal**: the instance registers **degraded** (visible on `GET /api/v1/automation/connectors` with the reason), dispatches fail with that reason, and the platform retries on a 5s→5min backoff — recovery is automatic |
 | A retry of a degraded instance reaches the upstream and meets a configuration fault (an `include` naming a tool or operation the upstream does not offer) | **Not fatal**: the instance stays **degraded**, now with the configuration reason, and is **not retried** — dispatches fail saying to edit its declaration; an edit of the entry (or a restart) re-attempts it |
 | Wrong spec URL (other 4xx) or unparseable document | Configuration fault — **hard boot error** |
+| A `connector_action` input that, once evaluated, breaks the action's `inputSchema` (a missing `required` parameter, a wrong `type`) | **The step fails before dispatch** with `VALIDATION_ERROR`, naming each parameter path, and nothing is sent; a `fault` edge or `try_catch` can route it. Supply the parameter or send the declared type: text is never converted, so cast it in a CEL envelope (`int()`, `double()`, `bool()`). `GET /api/v1/automation/connectors` lists the schema; `os validate` does not judge the input against the `inputSchema` yet |
 | A bad entry arrives via **runtime reload** (a Studio publish, a direct active save through `PUT /api/v1/meta/connector/:name`, or a delete, made on any replica — peers reconcile on [cluster lane 2](/docs/kernel/cluster#62-the-cluster-invalidation-family); or a dev reload) | Logged and **skipped**, never crashing the live server; a changed instance's old connector keeps serving until its replacement materializes |
 
 ## Catalog descriptors: entries without a `provider`
diff --git a/skills/objectstack-automation/SKILL.md b/skills/objectstack-automation/SKILL.md
index 58280edfa64..c77afb774ee 100644
--- a/skills/objectstack-automation/SKILL.md
+++ b/skills/objectstack-automation/SKILL.md
@@ -46,13 +46,12 @@ A **Flow** is a directed graph of nodes — the primary automation building bloc
 | `autolaunched` | Runs without user interaction — triggered by events, APIs, or other flows |
 | `screen` | Interactive — presents UI screens to the user (wizards, forms) |
 | `schedule` | Runs on a cron/interval cadence declared on the **start node's `config.schedule`** — or a **per-record date sweep** via `config.timeRelative`, see *Time-relative triggers* |
-| `record_change` | Fires automatically on record create/update/delete (bind via the `start` node's `triggerType`). `autolaunched` + the same `record-*` binding behaves identically; `record_change` also opts into the trigger-readiness lint |
+| `record_change` | Fires automatically on record create/update/delete. `autolaunched` + the same `record-*` binding behaves identically; `record_change` also opts into the trigger-readiness lint |
 | `api` | Inbound **webhook** — needs a start-node `secretRef` (or a literal `secret`; see *Inbound webhook triggers* below); a flow only ever started explicitly is `autolaunched` |
 
 ### Flow Node Types
 
-Flows are built from **built-in node types** (plugins register more, e.g.
-`approval`):
+Flows are built from **built-in node types** (plugins register more):
 
 #### Control Flow
 
@@ -85,7 +84,7 @@ Flows are built from **built-in node types** (plugins register more, e.g.
 |:-----|:--------|
 | `http` | Call an external HTTP API — always set `timeoutMs` (unset = no timeout). `url` and `headers` are served as written with the definition to every member who can read flows — only `signingSecret` and a start node's `secret` are withheld — so never a credential there: a credential means a declared connector called via `connector_action` |
 | `notify` | Send a notification through the messaging service (inbox by default) |
-| `connector_action` | Dispatch an action of a declared connector (§ *Integrations are declared, not coded*) or a plugin's. `connectorConfig.input` is a value-slot map like `subflow` `input`; `os validate` does not judge it yet, so a malformed envelope fails at run time |
+| `connector_action` | Dispatch an action of a declared connector (§ *Integrations are declared, not coded*) or a plugin's. `connectorConfig.input` is a value-slot map like `subflow` `input`: `registerFlow` and `os validate` refuse a `{…}` token at `connectorConfig.input.<key>`. Once evaluated, it is judged against the action's `inputSchema` (`required`, `type`, `properties`, `items`) before dispatch: a breach fails the step `VALIDATION_ERROR` (`fault`-routable), nothing sent; `os validate` does not judge the `inputSchema` fit yet |
 | `script` | Call a **registered** function named by `config.function` (see *Valid-but-silently-wrong* #3) |
 | `screen` | Display a UI form to the user (screen flows only). `config.fields[]`: `{ name, label, type, required, options, defaultValue }`, `type` an open widget hint; `'file'` renders the upload widget and resumes with the `sys_file` id bound to `name` — a later `create_record` / `update_record` writes it into a `file` field, which claims the file: collect first, write after the last screen. `'record_link'` (never `'record'`, an object field type) takes no input — it shows the `reference` record whose id `defaultValue` evaluates to, by display name, as a link to its record page: the result screen of a flow that created records, `{ name: 'account_link', type: 'record_link', reference: 'crm_account', defaultValue: { dialect: 'cel', source: 'account.id' } }` over a `create_record` `outputVariable: 'account'`. Both keys required; `required` / `options` / `placeholder` / `min` / `max` refused; a resume value under its name refused (`400 INVALID_SCREEN_INPUT`). A completed `end` `message` is refused and a markdown link in a screen `description` renders literally. Next / Submit and "Step N of M" are not authored: the engine reads the graph when the screen pauses and serves `progress` (`nextScreen: 'none' | 'possible' | 'certain'`; `step` / `stepCount` only when every path agrees), which alone labels the button and draws the counter. A `decision`, `fault` edge, loop back, non-screen pause (`approval`, `wait`) or `subflow` after a screen answers `possible` — "Next", no count. `progress` in a node `config` is refused; never hand-roll a button label or step counter into `fields` |
 
@@ -93,7 +92,7 @@ Flows are built from **built-in node types** (plugins register more, e.g.
 
 | Node | Purpose |
 |:-----|:--------|
-| `approval` | Route a record for human sign-off — **suspends** the run until a decision, then continues down the `approve` / `reject` branch (from `plugin-approvals`) |
+| `approval` | Route a record for human sign-off — **suspends** the run until a decision, then continues down the `approve` / `reject` branch |
 
 ### `notify` — the most-used node type
 
@@ -193,13 +192,13 @@ type: 'text', isInput: true }, { name: 'approval_result', type: 'boolean', isOut
   A whole-string **query placeholder** (`{current_user_id}`, `{today}`,
   `{current_year_start}`) passes through verbatim for the query engine; a flow
   variable never shadows it, and only `filter` gets this hand-off.
-- **An operand that evaluates to `null` refuses the node** (not
-  `fault`-routable): a dropped condition does not narrow a query, it widens
-  it, so a routed `delete_record` would empty the object while the run reports
-  success. Where the value may be absent, route around the node with a
-  `decision`; to match an empty field, write the literal `null`. A relation
-  hop (`record.owner.email`) needs the start node's `config.expand` to list
-  the field — else the fault names the missing hop, not the remedy.
+- **An operand that evaluates to `null` refuses the node**: a dropped condition
+  does not narrow a query, it widens it, so a routed `delete_record` would empty
+  the object while the run reports success. Where the value may be absent,
+  route around the node with a `decision`; to match an empty field, write the
+  literal `null`. A relation hop (`record.owner.email`) needs the start node's
+  `config.expand` to list the field — else the fault names the missing hop, not
+  the remedy.
 
 ---
 
@@ -244,8 +243,7 @@ write them right the first time:
 
 3. **`script` nodes call a registered function — nothing else.** `config.function`
    (**required**: an empty node refuses at execute, an unregistered name fails
-   loudly) names one registered via `defineStack({ functions: { my_fn: (ctx) => … } })`;
-   `notify` delivers, `connector_action` reaches a vendor, a function computes.
+   loudly) names one registered via `defineStack({ functions: { my_fn: (ctx) => … } })`.
 
    **A flow `function` is a PURE compute step — it does NOT read/write the
    database.** It receives `ctx.input` and **returns** a value; `config.outputVariable`
@@ -329,9 +327,9 @@ node's `config`.
 
 ### Prerequisite — declare the capabilities your nodes need
 
-Metadata registers without its `defineStack({ requires })` token; the surface
-just never runs. Two pairs are instead **refused** at `os validate` / `build` /
-`dev` / `serve` (422); neither token implies the other:
+Metadata registers without its `defineStack({ requires })` token. Two pairs are
+instead **refused** at `os validate` / `build` / `dev` / `serve` (422); neither
+token implies the other:
 
 | `requires` token | Turns on | Absent ⇒ |
 |:--|:--|:--|
@@ -384,7 +382,7 @@ owns `label`, `type`, `nodes` and the `edges` `FlowSchema` requires):
   config: {
     objectName: 'support_case',
     triggerType: 'record-after-update',
-    // bare CEL; gates whether the flow launches on the event
+    // gates whether the flow launches on the event
     condition: "previous.status != 'escalated' && record.status == 'escalated'",
   },
 }
@@ -408,7 +406,7 @@ A vendor system reachable over HTTP (OpenAPI, remote MCP, plain REST) is a
 `connectors:` entry inside the app — `provider: 'openapi' | 'mcp' | 'rest'`, a
 packaged spec, `auth.credentialRef` (the customer's administrator supplies the
 value) — dispatched by `connector_action`; an inbound vendor callback is an
-`api` flow. Never a plugin, never an `http` node holding a credential. Recipes,
+`api` flow. Never a plugin. Recipes,
 credential hand-off, loader limits: [references/integration-recipes.md](./references/integration-recipes.md).
 Platform code only when one holds — and then it is the platform's, filed as a
 card, the app still writing none: the protocol is not HTTP; the work writes
diff --git a/skills/objectstack-automation/evals/integrations-declared.json b/skills/objectstack-automation/evals/integrations-declared.json
index a575bd17b2f..b9827409a40 100644
--- a/skills/objectstack-automation/evals/integrations-declared.json
+++ b/skills/objectstack-automation/evals/integrations-declared.json
@@ -4,7 +4,7 @@
     {
       "id": 1,
       "prompt": "Our contract-lifecycle app (objects `contract`, `crm_account`) needs DocuSign: send a contract out for signature, read an envelope's status, and reflect status changes on the record. DocuSign publishes a 4.7 MB Swagger 2.0 document with several hundred operations, authenticates with OAuth 2.0, and its Connect webhooks sign posts with their own HMAC header. Propose what to build and where.",
-      "expected_output": "A declarative instance inside the app, not a platform plugin and not a `connector-esign` family: `defineConnector` with `provider: 'openapi'`, whose `providerConfig.spec` is a packaged OpenAPI 3.x document converted offline from the Swagger 2.0 document and trimmed to the three operations (create envelope, get envelope, list status changes) (or `providerConfig.include` names those three operation keys, the `mcp` provider's allowlist meaning, where a non-array or unknown entry is fatal; trimming still keeps the package small). Fields on `contract` (`envelope_id`, `signature_status`). Flows dispatch `connector_action`; the callback is an `api` flow with a start-node `secretRef`. Two gaps are named plainly, each blocked on its platform card: the declarative `auth` union has no `oauth2`, so the integration is marked **blocked** on outbound OAuth (no short-lived token parked behind a `bearer` `credentialRef`); DocuSign Connect signs its own header, which the `api` door does not verify, so status is polled until vendor schemes are verified. `connectorConfig.input` is a value slot: the per-contract payload reads the record through a CEL envelope (`envelopeId: { dialect: 'cel', source: 'record.envelope_id' }`). The answer proposes no `registerConnector` code and no plugin.",
+      "expected_output": "A declarative instance inside the app, not a platform plugin and not a `connector-esign` family: `defineConnector` with `provider: 'openapi'`, whose `providerConfig.spec` is a packaged OpenAPI 3.x document converted offline from the Swagger 2.0 document and trimmed to the three operations (create envelope, get envelope, list status changes) (or `providerConfig.include` names those three operation keys, the `mcp` provider's allowlist meaning, where a non-array or unknown entry is fatal). Fields on `contract` (`envelope_id`, `signature_status`). Flows dispatch `connector_action`; the callback is an `api` flow with a start-node `secretRef`. Two gaps are named plainly, each blocked on its platform card: the declarative `auth` union has no `oauth2`, so the integration is marked **blocked** on outbound OAuth (no short-lived token parked behind a `bearer` `credentialRef`); DocuSign Connect signs its own header, which the `api` door does not verify, so status is polled until vendor schemes are verified. `connectorConfig.input` is a value slot: the per-contract payload reads the record through a CEL envelope (`envelopeId: { dialect: 'cel', source: 'record.envelope_id' }`), judged against the action's `inputSchema` before dispatch. The answer proposes no `registerConnector` code and no plugin.",
       "files": [],
       "assertions": {
         "must_contain": ["defineConnector", "provider: 'openapi'", "credentialRef", "connector_action", "type: 'api'", "secretRef", "Swagger 2.0", "blocked"],
diff --git a/skills/objectstack-automation/references/integration-recipes.md b/skills/objectstack-automation/references/integration-recipes.md
index 2b139946076..68385555d19 100644
--- a/skills/objectstack-automation/references/integration-recipes.md
+++ b/skills/objectstack-automation/references/integration-recipes.md
@@ -16,12 +16,17 @@ deployment and to the sender. Scaffolded apps list the three executors in
 - Actions come from the upstream (an OpenAPI `operationId`, an MCP tool name,
   the `rest` provider's single `request`) — authored on the entry, they are refused.
 - `connectorConfig.input` is a value-slot map like `subflow` `input`: a top-level
-  CEL envelope is evaluated, any other value sent as written (`{…}`, `{{ }}` are
-  literal text) — `input: { customer: { dialect: 'cel', source: 'record.stripe_id' } }`.
-  `os validate` does not judge it yet, so a malformed envelope fails at run time.
+  CEL envelope is evaluated, any other value kept as written. `registerFlow` and
+  `os validate` refuse a `{…}` token at `connectorConfig.input.<key>`: a value
+  from the record is a CEL envelope. Before dispatch the result is judged
+  against the action's `inputSchema`: `required`, `type` (with OpenAPI
+  `nullable`), `properties`, `items`; `null` on an optional parameter is
+  absent. A breach fails the step `VALIDATION_ERROR` (`fault`-routable) naming
+  each path, nothing sent. Text is never converted: cast a string-held id,
+  `path: { dialect: 'cel', source: '{"petId": int(record.vendor_id)}' }`.
+  `os validate` does not judge the `inputSchema` fit yet.
 - The answer lands as `<nodeId>.<key>` (`rest` / `openapi`: `{ status, ok, body }`;
-  `mcp`: `{ ok, content, structuredContent? }`), read from a later node's value
-  slot: `{ dialect: 'cel', source: 'bal.body.available[0].amount' }`.
+  `mcp`: `{ ok, content, structuredContent? }`), read from a later node's value slot.
 - `auth`, each variant with a `credentialRef`: `bearer`; `api-key` (`headerName`,
   default `X-API-Key`, or `paramName` for a query-string key); `basic` (`username`
   stays in metadata). A secret in a url path has no variant — use a
@@ -31,12 +36,12 @@ deployment and to the sender. Scaffolded apps list the three executors in
 ## 1 · OpenAPI document, static key — Stripe balance, nightly
 
 ```ts
-// Trim the vendor's OpenAPI 3.x document to the operations the app calls and ship
-// it in the package, package-relative.
+// Trim the vendor's OpenAPI 3.x document to the operations the app calls; its path
+// is package-relative.
 export const StripeConnector = defineConnector({
   name: 'stripe', label: 'Stripe', type: 'api', provider: 'openapi',
-  providerConfig: { spec: './src/connectors/stripe.trimmed.json' },   // holds `GetBalance` alone
-  auth: { type: 'bearer', credentialRef: 'STRIPE_SECRET_KEY' },        // admin sets STRIPE_SECRET_KEY
+  providerConfig: { spec: './src/connectors/stripe.trimmed.json' },
+  auth: { type: 'bearer', credentialRef: 'STRIPE_SECRET_KEY' },
 });
 // crm_account gains `stripe_available` (currency) and `stripe_synced_at` (datetime).
 export const StripeBalanceSweep = defineFlow({
@@ -63,7 +68,7 @@ dereference every `$ref` offline, in-document ones included: the loader skips a
 `$ref` parameter, request body or response, and the derived input/output schema
 silently loses it. `providerConfig.include` allowlists operation keys as the
 `mcp` provider's does (absent = every operation; a non-array or unknown entry is
-fatal); trimming still keeps the package small.
+fatal).
 
 ## 2 · Remote MCP server, static header — GitHub
 
@@ -103,10 +108,10 @@ export const WarehouseApi = defineConnector({
 ```ts
 export const CarrierCallback = defineFlow({
   name: 'carrier_callback', label: 'Carrier status callback', type: 'api',
-  runAs: 'system',                            // an inbound post carries no trigger user
+  runAs: 'system',  // no trigger user
   nodes: [
     { id: 'start', type: 'start', label: 'POST …/hooks/carrier_callback/carrier',
-      config: { hookId: 'carrier', secretRef: 'CARRIER_HOOK_SECRET' } }, // never a literal secret
+      config: { hookId: 'carrier', secretRef: 'CARRIER_HOOK_SECRET' } },
     { id: 'apply', type: 'update_record', label: 'Apply status', config: {
       objectName: 'shipment', filter: { tracking_no: { dialect: 'cel', source: 'record.tracking_no' } },
       fields: { status: { dialect: 'cel', source: 'record.status' } } } },
@@ -127,7 +132,7 @@ name the gap and poll its status (recipe 1's shape) until vendor schemes verify.
 ```ts
 export const LegacyErp = defineConnector({
   name: 'legacy_erp', label: 'Legacy ERP', type: 'api', provider: 'openapi',
-  providerConfig: { spec: {                       // inline OpenAPI 3.x
+  providerConfig: { spec: {
     openapi: '3.0.3', info: { title: 'Legacy ERP', version: '1' },
     servers: [{ url: 'https://erp.example.com' }],
     paths: { '/v2/open-orders': { get: { operationId: 'listOpenOrders',
@@ -138,16 +143,14 @@ export const LegacyErp = defineConnector({
 // connector_action { connectorId: 'legacy_erp', actionId: 'listOpenOrders', input: {} }
 ```
 
-Each `operationId` is a named action with its input schema, visible in the flow
-palette and to agents; `provider: 'rest'` instead when the path is per call.
+Each `operationId` is a named action in the flow palette and to agents;
+`provider: 'rest'` instead when the path is per call.
 
 ## Not yet — declare the rest, mark the integration blocked, write no plugin
 
 - **OAuth-protected vendor** (DocuSign, Salesforce, Google): the declarative `auth`
   union has no `oauth2`; the authorization-code / refresh
   lifecycle is not delivered in the open tier. Do not park a short-lived access
-  token behind a `bearer` ref. Declare the connector, fields and flows, mark the
-  integration **blocked** on the platform's outbound-OAuth card, and say so.
+  token behind a `bearer` ref. Blocked on the platform's outbound-OAuth card.
 - **Signature-authenticated vendor** (Alipay, WeChat Pay, Aliyun — RSA2 / HMAC
-  canonical-request signing): no auth kind signs requests today; same handling,
-  blocked on the request-signing card.
+  canonical-request signing): no auth kind signs requests today; blocked on the request-signing card.