diff --git a/content/docs/guides/formula.mdx b/content/docs/guides/formula.mdx
index 695b5e9f7..9ec531d83 100644
--- a/content/docs/guides/formula.mdx
+++ b/content/docs/guides/formula.mdx
@@ -54,6 +54,27 @@ All dialects share the same variable scope (`record`, `previous`, `os.user`,
 `os.org`, `os.env`, `vars` for flow steps), so you author once and never have
 to relearn the syntax across surfaces.
 
+<Callout type="warn">
+**Predicates are bare CEL — never wrap field references in `{…}` braces.** The
+most common mistake (and the root cause of issue #1491) is a condition like
+`{record.rating} >= 4`: in CEL, `{…}` is a **map literal**, so it is a parse
+error. Write bare CEL: `record.rating >= 4`. Braces belong only in `{{ … }}`
+text templates. As of 7.6 a malformed expression no longer silently does
+nothing — it fails `objectstack build` and throws at runtime.
+</Callout>
+
+**Template formatting (7.6).** A `template` hole is a field path with an optional
+whitelisted formatter — `{{ path | formatter[:arg] }}` — with defined value→string
+semantics (no arbitrary logic; put logic in a CEL field):
+
+```ts
+tmpl`Deal {{record.name}} — {{record.amount | currency}} closes {{record.close_date | date:long}}`
+```
+
+Formatters: `currency[:CODE]`, `number[:decimals]`, `percent[:decimals]`,
+`date[:short|long|iso]`, `datetime[:…]`, `upper`, `lower`, `trim`, `truncate:N`,
+`default:'…'`, `json`. Single-brace `{x}` is **not** a valid template hole.
+
 At **input** time you may write a bare string for shorthand — the spec
 transforms it into the right envelope based on the field type. The compiled
 artifact always contains the full envelope (and, after M9.2, the AST).
@@ -288,8 +309,12 @@ const result = ExpressionEngine.evaluate(
 // => { ok: true, value: 42 }
 ```
 
-Evaluation never throws — failures return `{ ok: false, error }`. Callers
-choose whether to surface, log, or silently fall back.
+The low-level engine never throws — `evaluate()` returns `{ ok: false, error }`.
+But **call sites must not silently swallow that** (ADR-0032): `objectstack build`
+**fails** on an invalid expression (with a located, schema-aware message), and at
+runtime the flow/rule engines **throw** a loud, attributed error instead of
+treating a bad expression as `false`/`null`. The `validate_expression` agent tool
+runs this same validator so you can check an expression before saving.
 
 ---
 
diff --git a/skills/objectstack-formula/SKILL.md b/skills/objectstack-formula/SKILL.md
index bc4fc8948..700ce8c46 100644
--- a/skills/objectstack-formula/SKILL.md
+++ b/skills/objectstack-formula/SKILL.md
@@ -27,8 +27,19 @@ formula / condition / predicate / dynamic-seed metadata.
 > CEL was chosen because it has (a) a formal grammar, (b) a public training
 > corpus, (c) AST-first persistence, and (d) sandboxed bounded execution.
 > The previous custom Salesforce-flavor engine was **deleted** in M9.5.
-> **Do not emit Salesforce-flavor syntax** — it will silently evaluate to
-> `null`.
+>
+> **Predicates / formulas are bare CEL — never wrap field references in `{…}`
+> braces.** The #1 authoring mistake (root cause of #1491) is a condition like
+> `{record.rating} >= 4`: in CEL, `{…}` is a **map literal**, so it is a parse
+> error. Write bare CEL: `record.rating >= 4`. Braces are *only* for `{{ … }}`
+> text templates (see Template surfaces).
+>
+> **As of 7.6 (ADR-0032) a malformed expression no longer fails silently.**
+> It used to evaluate to `null`/`false` (a flow "fired" but did nothing). Now
+> `objectstack build` **fails** with a located, corrective, schema-aware message
+> (unknown `record.<field>` → did-you-mean), and at runtime the engine **throws**
+> (the flow/rule fails loudly). The `validate_expression` agent tool runs the
+> same shared validator so you can check an expression *before* saving.
 
 ---
 
@@ -272,10 +283,29 @@ All accept bare strings (auto-wrapped to `{dialect:'cron', source}`) or the
 | `ai/orchestration.cron` | recurring runs |
 | `ai/devops-agent.iterationFrequency` | iteration cadence |
 
-### Template surfaces (`{{path}}` interpolation)
+### Template surfaces (`{{ path }}` interpolation)
 
-Strict Mustache subset — only `{{record.x}}`, `{{os.user.id}}`, etc. No
-conditionals, no helpers. Same scope as CEL.
+Mustache subset — a **field/variable path** plus an optional **whitelisted
+formatter**: `{{ path }}` or `{{ path | formatter[:arg] }}`. No conditionals,
+no arbitrary logic (move logic into a CEL field). Same variable scope as CEL.
+Double braces only — single `{x}` is **not** a valid hole.
+
+**Formatters (7.6)** — value→string is defined per formatter (not implicit):
+
+| Formatter | Example | Output |
+|:---|:---|:---|
+| `currency[:CODE]` | `{{ record.amount \| currency }}` / `:EUR` | `$1,234.50` |
+| `number[:decimals]` | `{{ record.n \| number:2 }}` | `1,234.50` |
+| `percent[:decimals]` | `{{ record.rate \| percent }}` (0.42→) | `42%` |
+| `date[:short\|long\|iso]` / `datetime[:…]` | `{{ record.due \| date:long }}` | locale date |
+| `upper` / `lower` / `trim` | `{{ record.code \| upper }}` | `ABC` |
+| `truncate:N` | `{{ record.body \| truncate:80 }}` | `…` |
+| `default:'…'` | `{{ record.x \| default:'N/A' }}` | fallback |
+| `json` | `{{ record.obj \| json }}` | JSON |
+
+```ts
+tmpl`Deal {{ record.name }} — {{ record.amount | currency }} closes {{ record.close_date | date:long }}`
+```
 
 | Surface | Field |
 |:---|:---|