diff --git a/README.md b/README.md
index b3838a6..61f7448 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,9 @@ Official TypeScript-generated documentation for the experimental [Scarp Programm
 
 **Compiler:** https://github.com/scarp-lang/scarp
 
-**Latest published compiler:** [v0.0.6-alpha.2](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.2), November 6, 2026, tagged source `398b8ff705154a02423fe458ce3a427401e81e31`. Read the [English release guide](docs/releases/v0.0.6-alpha.2.md) and [हिन्दी विवरण](docs/hi/releases/v0.0.6-alpha.2.md). This release adds opt-in Rust embedding caches and invalidation, **not new Scarp commands**.
+**Latest published compiler:** [v0.0.6-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.3), November 7, 2026, tagged source `ceff07d9014f466974e0c9e02fc5d23573f55777`. Read the [English release guide](docs/releases/v0.0.6-alpha.3.md) and [हिन्दी विवरण](docs/hi/releases/v0.0.6-alpha.3.md). It ships Top-K and temperature-aware softmax, **not a general native compiler**.
+
+**Previous published compiler:** [v0.0.6-alpha.2](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.2), November 6, 2026, tagged source `398b8ff705154a02423fe458ce3a427401e81e31`. Its [English release notes](docs/releases/v0.0.6-alpha.2.md) and [हिन्दी विवरण](docs/hi/releases/v0.0.6-alpha.2.md) cover optional Rust caching.
 
 **Earlier published compiler:** [v0.0.6-alpha.1](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.1), November 5, 2026, source commit `aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8`. Read the [English release guide](docs/releases/v0.0.6-alpha.1.md) and [हिन्दी release guide](docs/hi/releases/v0.0.6-alpha.1.md). The [symbol navigation and CLI reference](docs/tooling/cli-alpha6.md), [हिन्दी symbols guide](docs/hi/tooling/cli-alpha6.md), [RMS tutorial](docs/language/rms-alpha6.md) and [हिन्दी RMS पाठ](docs/hi/language/rms-alpha6.md) document features **actually published** in alpha.6. The docs pin tagged compiler examples/JSON fixtures, track release drift and run the tagged CLI in CI. Native `.srp` compilation and LSP integrations remain unavailable.
 
@@ -19,7 +21,7 @@ Official TypeScript-generated documentation for the experimental [Scarp Programm
 
 **Start learning in order:** [English: seven-stage learning path](docs/guide/learning-path.md) · [हिन्दी: सात चरणों में Scarp](docs/hi/guide/learning-path.md). Historical compiler examples retain their versioned baselines; the learning path explains which release to use, from alpha.1 through the latest alpha.6, without claiming universal compatibility.
 
-**Install the latest published compiler:** [Published alpha.2 archives and checksum guide](docs/releases/v0.0.6-alpha.2.md). Historical [English alpha.1 installation guide](docs/guide/installation-alpha6.md) · [हिन्दी: alpha.6 इंस्टॉलेशन](docs/hi/guide/installation-alpha6.md). Windows x64, Linux x64 GNU, and Apple Silicon archives are paired with official SHA-256 checksums; the guides also provide commands for building the immutable source tag. Earlier installation walkthroughs remain historically scoped.
+**Install the latest published compiler:** [Published alpha.3 archives and checksum guide](docs/releases/v0.0.6-alpha.3.md). Historical [English alpha.1 installation guide](docs/guide/installation-alpha6.md) · [हिन्दी: alpha.6 इंस्टॉलेशन](docs/hi/guide/installation-alpha6.md). Windows x64, Linux x64 GNU, and Apple Silicon archives are paired with official SHA-256 checksums; the guides also provide commands for building the immutable source tag. Earlier installation walkthroughs remain historically scoped.
 
 **Automated accessibility auditing:** The extracted offline site is checked with pinned local axe-core in 10 bilingual light/dark/search/mobile states; CI attaches per-state WCAG A/AA findings on failures. Manual screen-reader verification remains separately tracked in [Issue #65](https://github.com/scarp-lang/scarp-docs/issues/65).
 
diff --git a/SCARP-DOCS-ENGINE.md b/SCARP-DOCS-ENGINE.md
index cb927d7..baadf4e 100644
--- a/SCARP-DOCS-ENGINE.md
+++ b/SCARP-DOCS-ENGINE.md
@@ -34,7 +34,7 @@ The engine's test build is generated under artifacts/scarp-engine-preview/scarp-
 
 ## Acceptance gates for replacing production
 
-1. **140 pages**: preserve all 70 English and 70 Hindi source routes, local links, home features, heading anchors, code samples, callouts and both embedded interactive widgets.
+1. **142 pages**: preserve at least 71 English and 71 Hindi source routes; new paired release pages may increase the count, local links, home features, heading anchors, code samples, callouts and both embedded interactive widgets.
 2. **Search and releases**: use a full local index with no external provider; verify correct pinned compiler versions and do not invent unshipped commands.
 3. **Accessible UI**: test keyboard, focus return, language switching, appearance persistence, 320px reflow, mobile navigation and code/table scrolling. Run axe WCAG A/AA on representative states. Automated tests are not manual screen-reader certification; see Issue #65.
 4. **Deploy and offline**: change production build, archive generation, Pages upload, sitemap/live smoke and downloaded offline browser checks together. Confirm complete URL continuity.
@@ -43,6 +43,6 @@ The engine's test build is generated under artifacts/scarp-engine-preview/scarp-
 
 ## Content security and provenance
 
-The renderer escapes unreviewed raw Markdown HTML. It explicitly recognizes only the project's callouts and named widgets; future embedded content must be implemented and tested rather than bypassing HTML safety. The core language reference remains pinned to v0.0.5-alpha.1. The published compiler at migration start was v0.0.6-alpha.1; v0.0.6-alpha.2 was published November 6, 2026. Neither is the changing compiler main branch.
+The renderer escapes unreviewed raw Markdown HTML. It explicitly recognizes only the project's callouts and named widgets; future embedded content must be implemented and tested rather than bypassing HTML safety. The core language reference remains pinned to v0.0.5-alpha.1. The published compiler at migration start was v0.0.6-alpha.1; v0.0.6-alpha.2 was published November 6, 2026; v0.0.6-alpha.3 followed November 7 with Top-K and temperature softmax. These are pinned published tags, not the moving compiler main branch.
 
 The Scarp-owned renderer is now the production-build candidate. The VitePress and vue-tsc npm dependencies have been removed; old theme/config source fixtures and some evidence checks remain temporarily to protect compiler and bilingual regression coverage. None of these remaining files render or serve Pages. Remove them after live Pages, offline archive, and release CI have independently confirmed the new output. Track completion in Issue #70.
diff --git a/data/compiler-latest-release.json b/data/compiler-latest-release.json
index 85ebdc2..f487f8c 100644
--- a/data/compiler-latest-release.json
+++ b/data/compiler-latest-release.json
@@ -1,14 +1,14 @@
 {
   "compilerRepository": "scarp-lang/scarp",
-  "compilerRef": "v0.0.6-alpha.2",
-  "compilerCommit": "398b8ff705154a02423fe458ce3a427401e81e31",
-  "releasedAt": "2026-11-06T11:03:46Z",
+  "compilerRef": "v0.0.6-alpha.3",
+  "compilerCommit": "ceff07d9014f466974e0c9e02fc5d23573f55777",
+  "releasedAt": "2026-11-07T12:23:26Z",
   "status": "published-prerelease",
   "historicalReferenceBaseline": "v0.0.5-alpha.1",
   "assets": [
-    "scarp-0.0.6-alpha.2-x86_64-pc-windows-msvc.zip",
-    "scarp-0.0.6-alpha.2-x86_64-unknown-linux-gnu.tar.gz",
-    "scarp-0.0.6-alpha.2-aarch64-apple-darwin.tar.gz",
+    "scarp-0.0.6-alpha.3-x86_64-pc-windows-msvc.zip",
+    "scarp-0.0.6-alpha.3-x86_64-unknown-linux-gnu.tar.gz",
+    "scarp-0.0.6-alpha.3-aarch64-apple-darwin.tar.gz",
     "SHA256SUMS"
   ]
 }
diff --git a/docs/guide/installation-alpha6.md b/docs/guide/installation-alpha6.md
index ef40c3a..c78080c 100644
--- a/docs/guide/installation-alpha6.md
+++ b/docs/guide/installation-alpha6.md
@@ -6,7 +6,7 @@
 
 This is a **historical, version-pinned Scarp compiler prerelease**, [v0.0.6-alpha.1](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.1) (November 5, 2026), built from exact source commit `aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8`. Scarp is an **experimental interpreter**, not a stable package manager or a compiler that turns `.srp` programs into native executables.
 
-**For the latest published v0.0.6-alpha.2 packages and checksums, use the [new release guide](/releases/v0.0.6-alpha.2).** The archive names, hashes and exact source commit below intentionally refer to **alpha.1**, and must not be mixed with alpha.2 artifacts.
+**For the latest published v0.0.6-alpha.3 packages and checksums, use the [new release guide](/releases/v0.0.6-alpha.3).** The archive names, hashes and exact source commit below intentionally refer to **alpha.1**, and must not be mixed with alpha.2 artifacts.
 
 The release provides read-only [symbol and reference inspection](/tooling/cli-alpha6), [RMS numerics](/language/rms-alpha6), and a [complete two-file project tutorial](/tutorials/project-symbol-navigation-alpha6).
 
diff --git a/docs/guide/introduction.md b/docs/guide/introduction.md
index 63d7d7e..7d87a5a 100644
--- a/docs/guide/introduction.md
+++ b/docs/guide/introduction.md
@@ -1,8 +1,8 @@
 # Introduction to Scarp
 
-**Latest published compiler: [v0.0.6-alpha.2](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.2).** This release adds optional Rust embedding caches, not new CLI commands; see the [release guide](/releases/v0.0.6-alpha.2). For new learners start with the [seven-stage learning path](/guide/learning-path) and the [latest alpha.6 release assets and checksums](/releases/v0.0.6-alpha.1); then follow the complete [alpha.6 project lab](/tutorials/project-symbol-navigation-alpha6).
+**Latest published compiler: [v0.0.6-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.3).** This experimental release adds deterministic Top-K ranking and temperature softmax, not general native compilation; see the [release guide](/releases/v0.0.6-alpha.3). New learners can start with the [seven-stage learning path](/guide/learning-path); the [alpha.1 installation instructions](/guide/installation-alpha6) and [alpha.6 project lab](/tutorials/project-symbol-navigation-alpha6) remain pinned to their original release.
 
-Scarp is an **experimental**, Rust-implemented, interpreted programming language. The **previous published compiler** is [v0.0.5-alpha.5](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.5). This general-language overview remains based on the separately verified **alpha.1 reference**; the historical [alpha.4 tagged release](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.4), [alpha.4 installation](/guide/installation), [alpha.4 project quickstart](/guide/quickstart-alpha4), and [alpha.3 CLI reference](/tooling/cli) remain historical version-scoped guides. The language is not yet a stable general-purpose alternative to Rust, C++, or Python.
+Scarp is an **experimental**, Rust-implemented, interpreted programming language. An **earlier published compiler** is [v0.0.5-alpha.5](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.5). This general-language overview remains based on the separately verified **alpha.1 reference**; the historical [alpha.4 tagged release](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.4), [alpha.4 installation](/guide/installation), [alpha.4 project quickstart](/guide/quickstart-alpha4), and [alpha.3 CLI reference](/tooling/cli) remain historical version-scoped guides. The language is not yet a stable general-purpose alternative to Rust, C++, or Python.
 
 Scarp uses UTF-8 `.srp` source files, a lexer, a parser, a resolver, and an interpreter. Its implementation emphasizes checked numerical operations, explicit output, bounded evaluation, and increasingly capable numerical utilities. The compiler repository contains runnable `.srp` examples and expected-output fixtures.
 
diff --git a/docs/guide/learning-path.md b/docs/guide/learning-path.md
index 15b76e2..b5dbdb9 100644
--- a/docs/guide/learning-path.md
+++ b/docs/guide/learning-path.md
@@ -6,7 +6,7 @@
 
 **Unsure which command belongs to your installed compiler?** Use the [interactive version-aware CLI Command Finder](/tooling/command-finder) to avoid mixing older `run` / `check` with newer static `verify` or project inspection.
 
-**Current compiler:** The newest published prerelease is [v0.0.6-alpha.2](/releases/v0.0.6-alpha.2), which adds optional Rust caching APIs, not new Scarp syntax or CLI commands. The alpha.1 symbol-navigation lesson below remains tied to its original checked examples.
+**Current compiler:** The newest published prerelease is [v0.0.6-alpha.3](/releases/v0.0.6-alpha.3), with Top-K ranking and temperature softmax, but no new CLI commands or general native compiler. The alpha.1 symbol-navigation lesson below remains tied to its original checked examples.
 
 **Start here if you are new to Scarp.** This track connects complete, compiler-backed lessons from the first program through numerical modeling, project modules, and the symbol-navigation tools introduced in the **[published v0.0.6-alpha.1](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.1)** prerelease.
 
diff --git a/docs/guide/quickstart-alpha3.md b/docs/guide/quickstart-alpha3.md
index 5fe8a46..b35de7c 100644
--- a/docs/guide/quickstart-alpha3.md
+++ b/docs/guide/quickstart-alpha3.md
@@ -2,7 +2,7 @@
 
 <!-- scarp-cli-release: v0.0.5-alpha.3 -->
 
-This is the **historically verified alpha.3 first-run guide**, [v0.0.5-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.3), published **November 2, 2026**. Scarp is experimental and runs programs through an interpreter: there is **no native executable builder or stable language guarantee**. Older reference pages remain pinned to [alpha.1](/reference/status). **For a new installation, see the [current v0.0.6-alpha.2 release](/releases/v0.0.6-alpha.2); the commands and files below are intentionally pinned to alpha.3.**
+This is the **historically verified alpha.3 first-run guide**, [v0.0.5-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.3), published **November 2, 2026**. Scarp is experimental and runs programs through an interpreter: there is **no native executable builder or stable language guarantee**. Older reference pages remain pinned to [alpha.1](/reference/status). **For a new installation, see the [current v0.0.6-alpha.3 release](/releases/v0.0.6-alpha.3); the commands and files below are intentionally pinned to alpha.3.**
 
 ## 1. Choose and verify the official download
 
diff --git a/docs/guide/quickstart-alpha4.md b/docs/guide/quickstart-alpha4.md
index a2c489f..6624303 100644
--- a/docs/guide/quickstart-alpha4.md
+++ b/docs/guide/quickstart-alpha4.md
@@ -1,6 +1,6 @@
 # Quickstart: your first Scarp project (v0.0.5-alpha.4)
 ::: tip Latest published compiler
-New installs should use the [published v0.0.6-alpha.2 release and checksums](/releases/v0.0.6-alpha.2) and [release-aware learning path](/guide/learning-path). This alpha.4 page is intentionally pinned to its original generator, binary and stdout.
+New installs should use the [published v0.0.6-alpha.3 release and checksums](/releases/v0.0.6-alpha.3) and [release-aware learning path](/guide/learning-path). This alpha.4 page is intentionally pinned to its original generator, binary and stdout.
 :::
 
 
diff --git a/docs/hi/guide/installation-alpha6.md b/docs/hi/guide/installation-alpha6.md
index 0af2829..1dc6815 100644
--- a/docs/hi/guide/installation-alpha6.md
+++ b/docs/hi/guide/installation-alpha6.md
@@ -6,7 +6,7 @@
 
 यह **पुराने प्रकाशित Scarp compiler prerelease का version-specific guide** [v0.0.6-alpha.1](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.1) (5 नवंबर 2026) की installation guide है। इसका सही source commit `aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8` है। Scarp अभी **प्रयोगात्मक interpreter** है, न कि stable package manager या `.srp` को native executable में बदलने वाला compiler।
 
-**नवीनतम प्रकाशित v0.0.6-alpha.2 packages और checksum के लिए [नई release guide](/hi/releases/v0.0.6-alpha.2) पढ़ें।** नीचे के archive नाम, hash और source commit जानबूझकर पुराने **alpha.1** के हैं; इन्हें alpha.2 की files से न मिलाएँ।
+**नवीनतम प्रकाशित v0.0.6-alpha.3 packages और checksum के लिए [नई release guide](/hi/releases/v0.0.6-alpha.3) पढ़ें।** नीचे के archive नाम, hash और source commit जानबूझकर पुराने **alpha.1** के हैं; इन्हें alpha.2 की files से न मिलाएँ।
 
 इस संस्करण में [symbols और references की static जाँच](/hi/tooling/cli-alpha6), [RMS गणना](/hi/language/rms-alpha6), और [दो source files वाला पूरा project tutorial](/hi/tutorials/project-symbol-navigation-alpha6) उपलब्ध हैं।
 
diff --git a/docs/hi/guide/introduction.md b/docs/hi/guide/introduction.md
index 6759af6..6df5412 100644
--- a/docs/hi/guide/introduction.md
+++ b/docs/hi/guide/introduction.md
@@ -1,8 +1,8 @@
 # Scarp का परिचय
 
-**नवीनतम प्रकाशित compiler [v0.0.6-alpha.2](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.2) है।** इसमें वैकल्पिक Rust cache APIs हैं, नया CLI command नहीं। [नई रिलीज़ का विवरण](/hi/releases/v0.0.6-alpha.2) पढ़ें। नए users [सात चरणों वाले सीखने के रास्ते](/hi/guide/learning-path), [alpha.6 release assets तथा checksum](/hi/releases/v0.0.6-alpha.1) और [alpha.6 के पूरे project अभ्यास](/hi/tutorials/project-symbol-navigation-alpha6) से शुरुआत करें।
+**नवीनतम प्रकाशित compiler [v0.0.6-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.3) है।** इसमें deterministic Top-K ranking और temperature softmax आए हैं, सामान्य native compilation नहीं। [नई रिलीज़](/hi/releases/v0.0.6-alpha.3) पढ़ें। शुरुआत के लिए [सात चरणों का learning path](/hi/guide/learning-path) पढ़ें; [पुराना alpha.1 इंस्टॉलेशन](/hi/guide/installation-alpha6) और [project अभ्यास](/hi/tutorials/project-symbol-navigation-alpha6) अपने मूल संस्करण पर pinned हैं।
 
-**Scarp** एक प्रयोगात्मक, Rust में बनाया गया interpreted प्रोग्रामिंग लैंग्वेज है। इसका पिछला प्रकाशित compiler **[v0.0.5-alpha.5](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.5)** है। इस सामान्य भाषा-परिचय का सत्यापित आधार अभी **v0.0.5-alpha.1** है। पुराने [alpha.4 tagged release](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.4), [alpha.4 installation guide](/hi/guide/installation), [alpha.4 project quickstart](/hi/guide/quickstart-alpha4) और [alpha.3 CLI संदर्भ](/hi/tooling/cli) को उनके अपने releases का ऐतिहासिक विवरण समझें। यह अभी स्थिर (stable) भाषा विनिर्देश नहीं है; सिंटैक्स और API भविष्य में बदल सकते हैं। [आधिकारिक compiler](https://github.com/scarp-lang/scarp) ही व्यवहार का मूल स्रोत है।
+**Scarp** एक प्रयोगात्मक, Rust में बनाया गया interpreted प्रोग्रामिंग लैंग्वेज है। एक पुराना प्रकाशित compiler **[v0.0.5-alpha.5](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.5)** है। इस सामान्य भाषा-परिचय का सत्यापित आधार अभी **v0.0.5-alpha.1** है। पुराने [alpha.4 tagged release](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.4), [alpha.4 installation guide](/hi/guide/installation), [alpha.4 project quickstart](/hi/guide/quickstart-alpha4) और [alpha.3 CLI संदर्भ](/hi/tooling/cli) को उनके अपने releases का ऐतिहासिक विवरण समझें। यह अभी स्थिर (stable) भाषा विनिर्देश नहीं है; सिंटैक्स और API भविष्य में बदल सकते हैं। [आधिकारिक compiler](https://github.com/scarp-lang/scarp) ही व्यवहार का मूल स्रोत है।
 
 Scarp प्रोग्राम सामान्यतः UTF-8 `.srp` फ़ाइलों में लिखे जाते हैं। lexer टोकन पढ़ता है, parser संरचना समझता है, resolver नाम और प्रकार की जाँच करता है और interpreter प्रोग्राम चलाता है।
 
diff --git a/docs/hi/guide/learning-path.md b/docs/hi/guide/learning-path.md
index 10ca2db..a827464 100644
--- a/docs/hi/guide/learning-path.md
+++ b/docs/hi/guide/learning-path.md
@@ -6,7 +6,7 @@
 
 **आपके compiler में कौन सा command उपलब्ध है?** [Version-aware CLI Command Finder](/hi/tooling/command-finder) में installed release और काम चुनें। पुरानी `run` / `check` commands को नए static `verify` या project inspection से न मिलाएँ।
 
-**नवीनतम compiler:** प्रकाशित [v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2) में वैकल्पिक Rust caching APIs आई हैं, नया Scarp syntax या CLI command नहीं। नीचे का alpha.1 symbol-navigation पाठ अपने मूल परीक्षण किए हुए examples पर आधारित है।
+**नवीनतम compiler:** प्रकाशित [v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3) में Top-K ranking और temperature softmax हैं, लेकिन नया CLI command या सामान्य native compiler नहीं। नीचे का alpha.1 symbol-navigation पाठ अपने मूल परीक्षण किए हुए examples पर आधारित है।
 
 **Scarp पहली बार सीख रहे हैं तो यहाँ से शुरुआत करें।** यह मार्गदर्शिका शुरुआती प्रोग्राम से numerical examples, source modules, project और **[प्रकाशित v0.0.6-alpha.1](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.1)** में आए symbol-navigation tools तक पहुँचाती है। हर पाठ के examples compiler के वास्तविक परीक्षणों पर आधारित हैं।
 
diff --git a/docs/hi/guide/quickstart-alpha3.md b/docs/hi/guide/quickstart-alpha3.md
index 460f33f..6076bb9 100644
--- a/docs/hi/guide/quickstart-alpha3.md
+++ b/docs/hi/guide/quickstart-alpha3.md
@@ -2,7 +2,7 @@
 
 <!-- scarp-cli-release: v0.0.5-alpha.3 -->
 
-यह **ऐतिहासिक, alpha.3 के लिए सत्यापित शुरुआती गाइड** [v0.0.5-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.3) (2 नवंबर 2026) के लिए शुरुआती मार्गदर्शिका है। Scarp अभी **प्रयोगात्मक interpreter** है। यह `.srp` से native executable नहीं बनाता और भाषा की स्थिर compatibility की गारंटी नहीं है। पुराने मुख्य संदर्भ का आधार अब भी [alpha.1](/hi/reference/status) है। **नई स्थापना के लिए [वर्तमान v0.0.6-alpha.2 release](/hi/releases/v0.0.6-alpha.2) देखें; नीचे के commands और source examples जानबूझकर alpha.3 पर आधारित हैं।**
+यह **ऐतिहासिक, alpha.3 के लिए सत्यापित शुरुआती गाइड** [v0.0.5-alpha.3](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.3) (2 नवंबर 2026) के लिए शुरुआती मार्गदर्शिका है। Scarp अभी **प्रयोगात्मक interpreter** है। यह `.srp` से native executable नहीं बनाता और भाषा की स्थिर compatibility की गारंटी नहीं है। पुराने मुख्य संदर्भ का आधार अब भी [alpha.1](/hi/reference/status) है। **नई स्थापना के लिए [वर्तमान v0.0.6-alpha.3 release](/hi/releases/v0.0.6-alpha.3) देखें; नीचे के commands और source examples जानबूझकर alpha.3 पर आधारित हैं।**
 
 ## 1. सही archive चुनें और checksum मिलाएँ
 
diff --git a/docs/hi/guide/quickstart-alpha4.md b/docs/hi/guide/quickstart-alpha4.md
index eda82ac..2efdaad 100644
--- a/docs/hi/guide/quickstart-alpha4.md
+++ b/docs/hi/guide/quickstart-alpha4.md
@@ -1,6 +1,6 @@
 # Scarp में पहला project बनाएँ (v0.0.5-alpha.4)
 ::: tip नवीनतम प्रकाशित compiler
-नए उपयोगकर्ताओं के लिए [प्रकाशित v0.0.6-alpha.2 release और checksum](/hi/releases/v0.0.6-alpha.2) तथा [सही version वाला learning path](/hi/guide/learning-path) हैं। इस पुराने alpha.4 guide का source, binary और stdout जानबूझकर बदला नहीं गया है।
+नए उपयोगकर्ताओं के लिए [प्रकाशित v0.0.6-alpha.3 release और checksum](/hi/releases/v0.0.6-alpha.3) तथा [सही version वाला learning path](/hi/guide/learning-path) हैं। इस पुराने alpha.4 guide का source, binary और stdout जानबूझकर बदला नहीं गया है।
 :::
 
 
diff --git a/docs/hi/index.md b/docs/hi/index.md
index e68f7e8..9959a34 100644
--- a/docs/hi/index.md
+++ b/docs/hi/index.md
@@ -23,19 +23,19 @@ hero:
       link: https://github.com/scarp-lang/scarp
 
 features:
-  - title: नवीनतम प्रकाशित v0.0.6-alpha.2 compiler
-    details: नई वैकल्पिक Rust cache APIs, पुराने CLI commands और आधिकारिक checksum के साथ प्रकाशित release पढ़ें।
-    link: /hi/releases/v0.0.6-alpha.2
+  - title: नवीनतम प्रकाशित v0.0.6-alpha.3 compiler
+    details: Top-K ranking, temperature softmax, सत्यापित उदाहरण और आधिकारिक checksum पढ़ें।
+    link: /hi/releases/v0.0.6-alpha.3
   - title: सात चरणों में Scarp सीखें
     details: शुरुआती प्रोग्राम से numerical examples, modules, projects और symbols तक सही compiler release के साथ पूरा रास्ता।
     link: /hi/guide/learning-path
   - title: पहला पूरा alpha.6 project बनाएँ
     details: दो असली source files से module, symbols और references समझें, फिर प्रकाशित interpreter से सही output चलाएँ।
     link: /hi/tutorials/project-symbol-navigation-alpha6
-  - title: नवीनतम प्रकाशित alpha.6 compiler
+  - title: पुराने alpha.6 symbols और references
     details: सही archive और checksum की जाँच, static symbols और references तथा RMS के प्रकाशित उदाहरण सीखें।
     link: /hi/releases/v0.0.6-alpha.1
-  - title: Scarp alpha.6 की सुरक्षित स्थापना
+  - title: पुराने alpha.1 की सुरक्षित स्थापना
     details: Windows, Linux और Apple Silicon के लिए आधिकारिक पैकेज, SHA-256 जाँच और tagged source build चरणबद्ध सीखें।
     link: /hi/guide/installation-alpha6
   - title: हिन्दी में पूरी दस्तावेज़ संरचना
@@ -77,5 +77,5 @@ features:
 ---
 
 ::: warning प्रयोगात्मक रिलीज़
-नवीनतम प्रकाशित compiler **[v0.0.6-alpha.1](/hi/releases/v0.0.6-alpha.1)** है, जबकि अधिकतर मुख्य reference अभी अलग से सत्यापित **v0.0.5-alpha.1** पर आधारित है। सभी experimental prereleases हैं। पुराने code के लिए [अपग्रेड की जाँच](/hi/reference/upgrade-readiness) और [फ़ीचर स्थिति](/hi/reference/status) पढ़ें।
+नवीनतम प्रकाशित compiler **[v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3)** है, जबकि अधिकतर मुख्य reference अभी अलग से सत्यापित **v0.0.5-alpha.1** पर आधारित है। सभी experimental prereleases हैं। पुराने code के लिए [अपग्रेड की जाँच](/hi/reference/upgrade-readiness) और [फ़ीचर स्थिति](/hi/reference/status) पढ़ें।
 :::
diff --git a/docs/hi/language/typed-bindings-alpha2.md b/docs/hi/language/typed-bindings-alpha2.md
index 1f3160a..efd2caa 100644
--- a/docs/hi/language/typed-bindings-alpha2.md
+++ b/docs/hi/language/typed-bindings-alpha2.md
@@ -5,7 +5,7 @@
 इस पाठ में 2 नवंबर 2026 को प्रकाशित **[v0.0.5-alpha.2](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.2)** की दो वास्तविक सुविधाएँ सीखेंगे: `bind` / `var` में स्पष्ट type annotation और जाँच के साथ numeric conversion। Source का सटीक compiler commit [`e4db8e191cd7ea623123cae7348450ca6c95b170`](https://github.com/scarp-lang/scarp/commit/e4db8e191cd7ea623123cae7348450ca6c95b170) है। यह **release-specific** पाठ है। पुराने [variables](/hi/language/variables) और [types](/hi/language/types) के सामान्य references अब भी अलग **alpha.1** प्रमाण पर आधारित हैं।
 
 ::: tip कौन-सा संस्करण?
-नीचे की commands **alpha.2 compiler** पर ही चलाएँ। नवीनतम प्रकाशित compiler [v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2) है; पुराने [alpha.3 release](/hi/releases/v0.0.5-alpha.3) में नए CLI commands आए थे। Alpha.1 executable इन annotations और conversion functions को नहीं समझता। इस पाठ के पूरे programs वास्तविक **tagged alpha.2 compiler** पर जाँचे गए हैं; सभी versions के लिए compatibility की गारंटी नहीं दी गई है।
+नीचे की commands **alpha.2 compiler** पर ही चलाएँ। नवीनतम प्रकाशित compiler [v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3) है; पुराने [alpha.3 release](/hi/releases/v0.0.5-alpha.3) में नए CLI commands आए थे। Alpha.1 executable इन annotations और conversion functions को नहीं समझता। इस पाठ के पूरे programs वास्तविक **tagged alpha.2 compiler** पर जाँचे गए हैं; सभी versions के लिए compatibility की गारंटी नहीं दी गई है।
 :::
 
 ## 1. Type annotation क्या होता है?
diff --git a/docs/hi/reference/compatibility.md b/docs/hi/reference/compatibility.md
index 059ec07..c4f289a 100644
--- a/docs/hi/reference/compatibility.md
+++ b/docs/hi/reference/compatibility.md
@@ -6,7 +6,8 @@ Scarp के शुरुआती prereleases में syntax और API ब
 
 | संस्करण | प्रमुख प्रकाशित सुविधा |
 | --- | --- |
-| **[v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2)** | **वर्तमान प्रकाशित prerelease (6 नवंबर):** वैकल्पिक Rust caching और dependency invalidation APIs; नया Scarp CLI command या syntax नहीं |
+| **[v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3)** | **वर्तमान प्रकाशित prerelease (7 नवंबर):** Top-K चयन, temperature softmax और private scalar-IR जाँच; नया native CLI नहीं |
+| **[v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2)** | **पिछली प्रकाशित prerelease (6 नवंबर):** वैकल्पिक Rust caching और dependency invalidation APIs; नया Scarp CLI command या syntax नहीं |
 | **`v0.0.6-alpha.1`** | **पिछला प्रकाशित, 5 नवंबर 2026:** static symbols/references JSON inspection तथा `rms(vector)`; [release](/hi/releases/v0.0.6-alpha.1), [पूरा project lab](/hi/tutorials/project-symbol-navigation-alpha6) |
 | **`v0.0.5-alpha.5`** | पिछला, 4 नवंबर 2026: project-directory module inspection; केवल Rust embedding के लिए सीमित C11 emitter; [release](/hi/releases/v0.0.5-alpha.5) |
 | **`v0.0.5-alpha.4`** | 3 नवंबर: नया project create, static verify DIRECTORY, launch; [project guide](/hi/releases/v0.0.5-alpha.4) |
diff --git a/docs/hi/reference/evidence.md b/docs/hi/reference/evidence.md
index 5bfc5de..adf1db9 100644
--- a/docs/hi/reference/evidence.md
+++ b/docs/hi/reference/evidence.md
@@ -63,3 +63,5 @@ npm run check:fixtures -- /path/to/scarp/examples
 npm run check:evidence -- /path/to/alpha1 /path/to/alpha2
 npm run test:compiler -- /path/to/scarp/target/debug/scarp
 ```
+
+**7 नवंबर 2026 का प्रकाशित alpha.3:** [Top-K और temperature functions](/hi/releases/v0.0.6-alpha.3) tagged compiler के उदाहरणों पर आधारित हैं; private scalar IR अभी general native compiler नहीं है.
diff --git a/docs/hi/reference/status.md b/docs/hi/reference/status.md
index 15ea233..fdd64d2 100644
--- a/docs/hi/reference/status.md
+++ b/docs/hi/reference/status.md
@@ -3,9 +3,9 @@
 <!-- scarp-release-status: v0.0.5-alpha.5 -->
 <!-- scarp-main-reference-baseline: v0.0.5-alpha.1 -->
 
-**नवीनतम प्रकाशित compiler: [v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2), 6 नवंबर 2026।** मुख्य language-reference अध्याय जानबूझकर **v0.0.5-alpha.1** पर आधारित हैं। Alpha.2, alpha.3, alpha.4, alpha.5 तथा alpha.6 की सत्यापित सुविधाओं के अलग release guides हैं। **सभी experimental prereleases हैं।** Stable compatibility की गारंटी नहीं है।
+**नवीनतम प्रकाशित compiler: [v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3), 7 नवंबर 2026।** मुख्य language-reference अध्याय जानबूझकर **v0.0.5-alpha.1** पर आधारित हैं। Alpha.2, alpha.3, alpha.4, alpha.5 तथा alpha.6 की सत्यापित सुविधाओं के अलग release guides हैं। **सभी experimental prereleases हैं।** Stable compatibility की गारंटी नहीं है।
 
-नए alpha.6 के लिए [रिलीज़ archive और checksum जाँच](/hi/releases/v0.0.6-alpha.1) पढ़ें। पुराने alpha.5 के लिए [प्रकाशित alpha.5 इंस्टॉलेशन](/hi/guide/installation-alpha5) और [alpha.5 CLI](/hi/tooling/cli-alpha5) पढ़ें। पुरानी project-generation प्रक्रिया [alpha.4 quickstart](/hi/guide/quickstart-alpha4) में है। पुराने individual file commands के लिए [alpha.3 CLI reference](/hi/tooling/cli) उपलब्ध है। पुराने programs migrate करने से पहले [version compatibility](/hi/reference/compatibility) जाँचें।
+नए डाउनलोड के लिए [alpha.3 archive और checksum](/hi/releases/v0.0.6-alpha.3) देखें। [alpha.1 installation](/hi/guide/installation-alpha6) अपने पुराने संस्करण पर pinned है। पुराने alpha.5 के लिए [प्रकाशित alpha.5 इंस्टॉलेशन](/hi/guide/installation-alpha5) और [alpha.5 CLI](/hi/tooling/cli-alpha5) पढ़ें। पुरानी project-generation प्रक्रिया [alpha.4 quickstart](/hi/guide/quickstart-alpha4) में है। पुराने individual file commands के लिए [alpha.3 CLI reference](/hi/tooling/cli) उपलब्ध है। पुराने programs migrate करने से पहले [version compatibility](/hi/reference/compatibility) जाँचें।
 
 ## प्रकाशित releases का compiler प्रमाण
 
@@ -18,6 +18,7 @@
 | **[v0.0.5-alpha.5](/hi/releases/v0.0.5-alpha.5)** (4 नवंबर 2026) | `2eeed0aa52ccb59523307841ad8ffbd83f8911a8` | **1** प्रकाशित scalar-repeat source तथा project-directory module inspection और Rust-only C11 backend की जाँच | [Alpha.5 guide](/hi/releases/v0.0.5-alpha.5) |
 | **[v0.0.6-alpha.1](/hi/releases/v0.0.6-alpha.1)** (5 नवंबर 2026) | `aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8` | **2** प्रकाशित executable examples, symbols/references JSON schema, static source navigation तथा सुरक्षित RMS गणना | [Alpha.6 guide](/hi/releases/v0.0.6-alpha.1) |
 | **[v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2)** (6 नवंबर 2026) | `398b8ff705154a02423fe458ce3a427401e81e31` | वैकल्पिक Rust caching और module invalidation APIs; **नया Scarp CLI command या syntax नहीं** | [Alpha.2 cache guide](/hi/releases/v0.0.6-alpha.2) |
+| **[v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3)** (7 नवंबर 2026) | `ceff07d9014f466974e0c9e02fc5d23573f55777` | `topk`, `topk_values`, `softmax_temp`, `logsoftmax_temp`; private scalar IR जाँच, **नया native CLI नहीं** | [Alpha.3 रिलीज़](/hi/releases/v0.0.6-alpha.3) |
 
 यह संख्या प्रत्येक release के **अलग सत्यापित examples** की है; पूरे language features की संख्या या हर पुराने program की compatibility का प्रमाण नहीं। [Alpha.1 → alpha.2 upgrade gate](/hi/reference/upgrade-readiness) में मूल 11 programs को alpha.2 पर दोबारा चलाया जाता है; इससे alpha.3 की सामान्य backward compatibility सिद्ध नहीं होती।
 
diff --git a/docs/hi/releases/v0.0.6-alpha.3.md b/docs/hi/releases/v0.0.6-alpha.3.md
new file mode 100644
index 0000000..5e926f3
--- /dev/null
+++ b/docs/hi/releases/v0.0.6-alpha.3.md
@@ -0,0 +1,43 @@
+# Scarp v0.0.6-alpha.3 — प्रकाशित प्री-रिलीज़
+
+<!-- scarp-current-release: v0.0.6-alpha.3 -->
+<!-- scarp-cli-release: v0.0.6-alpha.3 -->
+<!-- scarp-current-source: ceff07d9014f466974e0c9e02fc5d23573f55777 -->
+
+**प्रकाशित: 7 नवंबर 2026, 12:23:26 UTC।** [आधिकारिक GitHub रिलीज़](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.3) तथा [स्वीकृत source commit](https://github.com/scarp-lang/scarp/commit/ceff07d9014f466974e0c9e02fc5d23573f55777) देखें। यह **प्रयोगात्मक** है, stable release नहीं।
+
+## चार नए numerical functions
+
+| फ़ंक्शन | परिणाम का प्रकार | क्या करता है |
+| --- | --- | --- |
+| `topk(scores, count)` | `integers` | स्कोर घटते क्रम में मूल zero-based index; बराबरी पर पहले index को प्राथमिकता |
+| `topk_values(scores, count)` | `vector` | उसी क्रम में मूल स्कोर लौटाता है |
+| `softmax_temp(scores, temperature)` | `vector` | Temperature के अनुसार finite probability |
+| `logsoftmax_temp(scores, temperature)` | `vector` | Finite log probability, या स्पष्ट diagnostic |
+
+Top-K में `count = 0` मान्य है, खाली vector पर भी। गलत count से E0033 diagnostic मिलता है। Signed zero की बराबरी पर मूल index से क्रम तय होता है। Temperature शून्य से अधिक और finite float होनी चाहिए। `1.0` पर परिणाम पुराने softmax जैसा होता है। Memory और work की सीमाएँ हैं; बहुत छोटी temperature से probability शून्य हो सकती है, लेकिन अमान्य log probability स्वीकार नहीं की जाती।
+
+~~~scarp
+bind scores = [1.0, 5.0, 5.0, -2.0, 3.0];
+print(topk(scores, 3));                // [integer: 1, 2, 4]
+print(topk_values(scores, 3));         // [5.0, 5.0, 3.0]
+print(topk(softmax_temp(scores, 0.5), 2)); // [integer: 1, 2]
+~~~
+
+प्रकाशित टैग पर [topk_scores.srp](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/examples/topk_scores.srp), [temperature_softmax.srp](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/examples/temperature_softmax.srp) और उनकी `.stdout` files उपलब्ध हैं। सटीक त्रुटियाँ, गणना और resource limits के लिए [Top-K reference](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/docs/topk-selection.md) और [temperature reference](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/docs/temperature-softmax.md) पढ़ें।
+
+## Compiler के अंदर हुए बदलाव
+
+Private scalar IR, definite-initialization जाँच और interpreter के साथ test-only differential जाँच जोड़ी गई। यह सामान्य native compiler **नहीं** है। `scarp compile`/`scarp build`, LSP, GPU runtime, tensor engine, package manager, agent framework या sampling API नहीं आई। इन functions के अलावा नया CLI subcommand या syntax नहीं आया। पिछली [alpha.2 रिलीज़](/hi/releases/v0.0.6-alpha.2) में Rust caching APIs हैं।
+
+## आधिकारिक डाउनलोड
+
+| सिस्टम | पैकेज | संबंधित checksum |
+| --- | --- | --- |
+| Windows x64 | [ZIP](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-pc-windows-msvc.zip) | [SHA-256](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-pc-windows-msvc.zip.sha256) |
+| Linux x64 (GNU) | [tar.gz](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-unknown-linux-gnu.tar.gz) | [SHA-256](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-unknown-linux-gnu.tar.gz.sha256) |
+| macOS Apple Silicon | [tar.gz](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-aarch64-apple-darwin.tar.gz) | [SHA-256](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-aarch64-apple-darwin.tar.gz.sha256) |
+
+[संयुक्त SHA256SUMS](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/SHA256SUMS) भी प्रकाशित हैं। पैकेज और उसी रिलीज़ की `.sha256` file से extract करने से **पहले** hash मिलाएँ। Checksum digital signature नहीं है। Windows x64, Linux x64 GNU और Apple Silicon macOS के पैकेज हैं; Intel macOS तथा ARM64 Windows/Linux पैकेज उपलब्ध नहीं हैं।
+
+निकाले गए executable में `scarp version` जाँचें। पहले से उपलब्ध commands के लिए [Command Finder](/hi/tooling/command-finder) और [feature matrix](/hi/reference/status) देखें। मुख्य सामान्य भाषा संदर्भ अभी पुराने `v0.0.5-alpha.1` पर pinned है।
diff --git a/docs/hi/tooling/cli-alpha4.md b/docs/hi/tooling/cli-alpha4.md
index 883df6a..9fcf7f8 100644
--- a/docs/hi/tooling/cli-alpha4.md
+++ b/docs/hi/tooling/cli-alpha4.md
@@ -1,6 +1,6 @@
 # कमांड-लाइन इंटरफ़ेस — प्रकाशित Scarp v0.0.5-alpha.4
 ::: tip नवीनतम CLI
-नवीनतम प्रकाशित compiler [v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2) है। इसमें नया CLI command नहीं, केवल वैकल्पिक Rust cache APIs हैं। पुराने project-directory module inspection के लिए [alpha.5 CLI](/hi/tooling/cli-alpha5) पढ़ें। नीचे के commands alpha.4 पर आधारित हैं।
+नवीनतम प्रकाशित compiler [v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3) है; उसमें नए Top-K और temperature functions हैं, नया CLI command नहीं। पुराने project-directory module inspection के लिए [alpha.5 CLI](/hi/tooling/cli-alpha5) पढ़ें। नीचे के commands alpha.4 से संबंधित हैं।
 :::
 
 
diff --git a/docs/hi/tooling/command-finder.md b/docs/hi/tooling/command-finder.md
index 3747e06..8f52963 100644
--- a/docs/hi/tooling/command-finder.md
+++ b/docs/hi/tooling/command-finder.md
@@ -10,7 +10,7 @@ Scarp के प्रयोगात्मक compiler releases में CLI 
 
 पहले असली binary का version जाँचें। Alpha.3 या नए compiler में `scarp version` और alpha.1/alpha.2 में `scarp --version` चलाएँ। `FILE.srp` की जगह अपनी source file का path दें। `PROJECT_DIRECTORY` की जगह `Scarp.project` manifest वाला स्पष्ट project folder दें। `scarp create demo` चलाने से **नया folder** बनता है; यह पुराने folder को overwrite नहीं करता।
 
-यह widget पेज लोड होने के बाद **browser में ही काम करता है**। यह GitHub से data नहीं माँगता, आपके कंप्यूटर का executable नहीं पहचानता, आपकी files नहीं पढ़ता और Scarp code execute नहीं करता। इसके links अलग-अलग प्रकाशित releases के जाँचे हुए संदर्भों तक ले जाते हैं। **नवीनतम प्रकाशित release [v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2)** है; compiler की बदलती `main` branch नहीं।
+यह widget पेज लोड होने के बाद **browser में ही काम करता है**। यह GitHub से data नहीं माँगता, आपके कंप्यूटर का executable नहीं पहचानता, आपकी files नहीं पढ़ता और Scarp code execute नहीं करता। इसके links अलग-अलग प्रकाशित releases के जाँचे हुए संदर्भों तक ले जाते हैं। **नवीनतम प्रकाशित release [v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3)** है; compiler की बदलती `main` branch नहीं।
 
 ## अलग-अलग commands पहली बार कब आए?
 
diff --git a/docs/index.md b/docs/index.md
index 1828908..c3f342d 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -23,22 +23,22 @@ hero:
       link: https://github.com/scarp-lang/scarp
 
 features:
-  - title: Latest published compiler v0.0.6-alpha.2
-    details: Learn what the new opt-in Rust caches do, with exact release assets and retained interpreter commands.
-    link: /releases/v0.0.6-alpha.2
+  - title: Latest published compiler v0.0.6-alpha.3
+    details: Learn deterministic Top-K and temperature-aware softmax with official release examples and archive checksums.
+    link: /releases/v0.0.6-alpha.3
   - title: Choose your release-aware Scarp learning path
     details: Follow seven verified stages from first program and numerical functions to real projects, static analysis and RMS, with per-release guidance.
     link: /guide/learning-path
   - title: Build your first real alpha.6 project
     details: Follow a complete two-file program, learn how to inspect symbols and references, then run it with the released interpreter.
     link: /tutorials/project-symbol-navigation-alpha6
-  - title: Start with the published alpha.6 compiler
+  - title: Explore the original alpha.6 symbol tooling
     details: Download a verified prerelease archive, learn static symbol navigation, and run the tagged RMS examples.
     link: /releases/v0.0.6-alpha.1
   - title: Verified language syntax
     details: Explore bind/var, typed funcra functions, branching, iteration, modules, and explicit output.
     link: /reference/status
-  - title: Install the current alpha.6 compiler
+  - title: Historical alpha.1 installation walkthrough
     details: Verify official Windows, Linux or Apple Silicon archives before extraction, or build the immutable Rust tag.
     link: /guide/installation-alpha6
   - title: Honest compatibility guidance
@@ -77,5 +77,5 @@ features:
 ---
 
 ::: warning Experimental language
-The newest published compiler is **[v0.0.6-alpha.1](/releases/v0.0.6-alpha.1)**, while much of the main reference still targets the separately verified **v0.0.5-alpha.1** baseline. Both are experimental prereleases. Before upgrading older code, check [alpha.1 → alpha.2 upgrade readiness](/reference/upgrade-readiness) and the [feature status](/reference/status).
+The newest published compiler is **[v0.0.6-alpha.3](/releases/v0.0.6-alpha.3)**, while much of the main reference still targets the separately verified **v0.0.5-alpha.1** baseline. Both are experimental prereleases. Before upgrading older code, check [alpha.1 → alpha.2 upgrade readiness](/reference/upgrade-readiness) and the [feature status](/reference/status).
 :::
diff --git a/docs/language/typed-bindings-alpha2.md b/docs/language/typed-bindings-alpha2.md
index 481736f..a2c29d9 100644
--- a/docs/language/typed-bindings-alpha2.md
+++ b/docs/language/typed-bindings-alpha2.md
@@ -5,7 +5,7 @@
 This practical lesson covers two capabilities **shipped in the published [v0.0.5-alpha.2](https://github.com/scarp-lang/scarp/releases/tag/v0.0.5-alpha.2) prerelease** on November 2, 2026: optional type annotations in `bind` / `var` declarations and explicit, checked numeric conversions. The source is pinned to compiler commit [`e4db8e191cd7ea623123cae7348450ca6c95b170`](https://github.com/scarp-lang/scarp/commit/e4db8e191cd7ea623123cae7348450ca6c95b170). It is a **release-specific addition**; the older [variables](/language/variables) and [types](/language/types) references retain their independent alpha.1 evidence.
 
 ::: tip Version boundary
-Use an **alpha.2 compiler** for the exact commands below. The latest released compiler is [v0.0.6-alpha.2](/releases/v0.0.6-alpha.2); the historical [alpha.3 release](/releases/v0.0.5-alpha.3) introduced newer CLI verbs; the older alpha.1 compiler does **not** implement these annotations or conversion built-ins. This lesson's programs have been executed and verified **on the tagged alpha.2 compiler**; it does not claim an exhaustive cross-release compatibility guarantee.
+Use an **alpha.2 compiler** for the exact commands below. The latest released compiler is [v0.0.6-alpha.3](/releases/v0.0.6-alpha.3); the historical [alpha.3 release](/releases/v0.0.5-alpha.3) introduced newer CLI verbs; the older alpha.1 compiler does **not** implement these annotations or conversion built-ins. This lesson's programs have been executed and verified **on the tagged alpha.2 compiler**; it does not claim an exhaustive cross-release compatibility guarantee.
 :::
 
 ## 1. What is a type annotation?
diff --git a/docs/reference/compatibility.md b/docs/reference/compatibility.md
index 173089c..03b327e 100644
--- a/docs/reference/compatibility.md
+++ b/docs/reference/compatibility.md
@@ -6,7 +6,8 @@ The language is **prerelease and evolving**. Use the exact executable version ma
 
 | Version | Distinguishing features |
 | --- | --- |
-| **[v0.0.6-alpha.2](/releases/v0.0.6-alpha.2)** | **Current published prerelease (Nov 6):** optional bounded Rust embedding cache and dependency invalidation APIs; no new Scarp CLI commands or syntax |
+| **[v0.0.6-alpha.3](/releases/v0.0.6-alpha.3)** | **Current published prerelease (Nov 7):** deterministic Top-K scores, temperature softmax and private scalar-IR verification; no new native CLI |
+| **[v0.0.6-alpha.2](/releases/v0.0.6-alpha.2)** | **Previous published prerelease (Nov 6):** optional bounded Rust embedding cache and dependency invalidation APIs; no new Scarp CLI commands or syntax |
 | **v0.0.6-alpha.1** | **Earlier published prerelease (Nov 5):** static symbols/references inspection, schema-v1 navigation JSON, pure `rms(vector)`; [release guide](/releases/v0.0.6-alpha.1) and [verified project tutorial](/tutorials/project-symbol-navigation-alpha6) |
 | **v0.0.5-alpha.5** | Previous prerelease (Nov 4): explicit project module inspection and experimental Rust-only scalar C11 emitter; [release guide](/releases/v0.0.5-alpha.5) |
 | **v0.0.5-alpha.4** | Published Nov 3: new create/verify DIRECTORY/launch project workflow; [release guide](/releases/v0.0.5-alpha.4) |
diff --git a/docs/reference/evidence.md b/docs/reference/evidence.md
index 7a97f82..034ec4d 100644
--- a/docs/reference/evidence.md
+++ b/docs/reference/evidence.md
@@ -52,3 +52,5 @@ The `test:compiler` step requires a built Scarp binary. Its version-string check
 ## Updating for a new release
 
 Change the pinned commit and feature claims only together with the compiler tag, a reviewed set of examples, and a passing CI run. If `main` gains a feature that is not yet released, mark it **development-only** or omit it from the shipped guide. See the [feature status](/reference/status) and [maintenance checklist](/project/maintenance).
+
+**Published November 7, 2026:** [Alpha.3 Top-K and temperature primitives](/releases/v0.0.6-alpha.3) are documented from the approved tag and upstream examples; private scalar IR remains internal, not a general native compiler.
diff --git a/docs/reference/status.md b/docs/reference/status.md
index 42cf01c..23509fd 100644
--- a/docs/reference/status.md
+++ b/docs/reference/status.md
@@ -3,9 +3,9 @@
 <!-- scarp-release-status: v0.0.5-alpha.5 -->
 <!-- scarp-main-reference-baseline: v0.0.5-alpha.1 -->
 
-**Latest published compiler: [v0.0.6-alpha.2](/releases/v0.0.6-alpha.2), November 6, 2026.** The general language-reference chapters remain **intentionally pinned to v0.0.5-alpha.1**. Separately verified alpha.2, alpha.3, alpha.4, alpha.5 and alpha.6 features are documented in release-specific guides. **All versions are experimental prereleases**, without guaranteed language compatibility.
+**Latest published compiler: [v0.0.6-alpha.3](/releases/v0.0.6-alpha.3), November 7, 2026.** The general language-reference chapters remain **intentionally pinned to v0.0.5-alpha.1**. Separately verified alpha.2, alpha.3, alpha.4, alpha.5 and alpha.6 features are documented in release-specific guides. **All versions are experimental prereleases**, without guaranteed language compatibility.
 
-For alpha.6 installation, use the [published release archive and checksum pairs](/releases/v0.0.6-alpha.1). For the older alpha.5 release, start with [published alpha.5 installation](/guide/installation-alpha5) and [alpha.5 CLI](/tooling/cli-alpha5). The earlier [alpha.4 project quickstart](/guide/quickstart-alpha4) remains useful for the unchanged creation workflow. The [alpha.3 CLI reference](/tooling/cli) remains useful for individual file commands. Use the [version compatibility guide](/reference/compatibility) before migrating existing projects.
+For current downloads use the [published alpha.3 archives and checksum pairs](/releases/v0.0.6-alpha.3). The [alpha.1 installation walkthrough](/guide/installation-alpha6) stays pinned to its tagged source. For the older alpha.5 release, start with [published alpha.5 installation](/guide/installation-alpha5) and [alpha.5 CLI](/tooling/cli-alpha5). The earlier [alpha.4 project quickstart](/guide/quickstart-alpha4) remains useful for the unchanged creation workflow. The [alpha.3 CLI reference](/tooling/cli) remains useful for individual file commands. Use the [version compatibility guide](/reference/compatibility) before migrating existing projects.
 
 ## Published compiler evidence by version
 
@@ -18,6 +18,7 @@ For alpha.6 installation, use the [published release archive and checksum pairs]
 | **[v0.0.5-alpha.5](/releases/v0.0.5-alpha.5)** (Nov 4, 2026) | `2eeed0aa52ccb59523307841ad8ffbd83f8911a8` | **1** release-pinned scalar-repeat program plus project-directory module inspection and Rust-only C11 backend | [Alpha.5 guide](/releases/v0.0.5-alpha.5) |
 | **[v0.0.6-alpha.1](/releases/v0.0.6-alpha.1)** (Nov 5, 2026) | `aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8` | **2** published executable examples, source-reference JSON schemas, and static symbol navigation with checked RMS calculations | [Alpha.6 guide](/releases/v0.0.6-alpha.1) |
 | **[v0.0.6-alpha.2](/releases/v0.0.6-alpha.2)** (Nov 6, 2026) | `398b8ff705154a02423fe458ce3a427401e81e31` | Optional bounded Rust caching and dependency invalidation APIs; **no new Scarp CLI commands or syntax** | [Alpha.2 cache guide](/releases/v0.0.6-alpha.2) |
+| **[v0.0.6-alpha.3](/releases/v0.0.6-alpha.3)** (Nov 7, 2026) | `ceff07d9014f466974e0c9e02fc5d23573f55777` | `topk`, `topk_values`, `softmax_temp`, `logsoftmax_temp`; verified private scalar IR, **no new native CLI** | [Alpha.3 release](/releases/v0.0.6-alpha.3) |
 
 The numbers count **examples in their individual release-specific suites**; they are not a count of all language features, nor a proof that every existing program works in every later compiler. The [alpha.1 → alpha.2 upgrade test](/reference/upgrade-readiness) separately re-runs 11 original programs unchanged with alpha.2; it does **not** establish general alpha.3 backward compatibility.
 
diff --git a/docs/releases/v0.0.6-alpha.3.md b/docs/releases/v0.0.6-alpha.3.md
new file mode 100644
index 0000000..63ae207
--- /dev/null
+++ b/docs/releases/v0.0.6-alpha.3.md
@@ -0,0 +1,43 @@
+# Scarp v0.0.6-alpha.3 — published prerelease
+
+<!-- scarp-current-release: v0.0.6-alpha.3 -->
+<!-- scarp-cli-release: v0.0.6-alpha.3 -->
+<!-- scarp-current-source: ceff07d9014f466974e0c9e02fc5d23573f55777 -->
+
+**Published November 7, 2026, at 12:23:26 UTC.** [Official GitHub release](https://github.com/scarp-lang/scarp/releases/tag/v0.0.6-alpha.3) and [immutable approved source](https://github.com/scarp-lang/scarp/commit/ceff07d9014f466974e0c9e02fc5d23573f55777). This is **experimental**, not stable.
+
+## Four new numerical functions
+
+| Built-in | Type | Behavior |
+| --- | --- | --- |
+| `topk(scores, count)` | `integers` | Descending original zero-based indices; earlier index wins ties |
+| `topk_values(scores, count)` | `vector` | Selected original scores in matching rank order |
+| `softmax_temp(scores, temperature)` | `vector` | Finite temperature-aware probabilities |
+| `logsoftmax_temp(scores, temperature)` | `vector` | Finite log probabilities or a diagnostic |
+
+Top-K count zero is valid, including an empty vector; invalid counts report E0033. Signed zero ties preserve original index ordering. Temperature must be a strictly positive finite float. At temperature `1.0`, the result corresponds to the existing softmax form. Resource usage is bounded; very small temperatures can underflow probabilities, but nonrepresentable log probabilities are rejected.
+
+~~~scarp
+bind scores = [1.0, 5.0, 5.0, -2.0, 3.0];
+print(topk(scores, 3));                // [integer: 1, 2, 4]
+print(topk_values(scores, 3));         // [5.0, 5.0, 3.0]
+print(topk(softmax_temp(scores, 0.5), 2)); // [integer: 1, 2]
+~~~
+
+The upstream tag contains [topk_scores.srp](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/examples/topk_scores.srp), [temperature_softmax.srp](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/examples/temperature_softmax.srp), and byte-exact `.stdout` fixtures. Read the published [Top-K contract](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/docs/topk-selection.md) and [temperature contract](https://github.com/scarp-lang/scarp/blob/ceff07d9014f466974e0c9e02fc5d23573f55777/docs/temperature-softmax.md) for numerical edge cases, work formulas and diagnostics.
+
+## Internal compiler work
+
+Private typed scalar IR, definite-initialization verification and test-only interpreter/IR differential checking improve the restricted C11 pipeline. This does **not** ship a general native compiler, `scarp compile`/`scarp build`, LSP, GPU runtime, tensor system, package manager, agent framework or sampling API. No new CLI subcommand or source syntax was added beyond these built-ins. The [previous alpha.2 release](/releases/v0.0.6-alpha.2) documents optional Rust caches.
+
+## Official downloads
+
+| Platform | Archive | Matching checksum |
+| --- | --- | --- |
+| Windows x64 | [ZIP](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-pc-windows-msvc.zip) | [SHA-256](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-pc-windows-msvc.zip.sha256) |
+| Linux x64 (GNU) | [tar.gz](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-unknown-linux-gnu.tar.gz) | [SHA-256](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-x86_64-unknown-linux-gnu.tar.gz.sha256) |
+| macOS Apple Silicon | [tar.gz](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-aarch64-apple-darwin.tar.gz) | [SHA-256](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/scarp-0.0.6-alpha.3-aarch64-apple-darwin.tar.gz.sha256) |
+
+The release also lists [SHA256SUMS](https://github.com/scarp-lang/scarp/releases/download/v0.0.6-alpha.3/SHA256SUMS). Compare a matching `.sha256` sidecar before extracting; a checksum is **not** a publisher signature. The published native archives cover Windows x64, Linux x64 GNU and Apple Silicon macOS, not Intel macOS or ARM64 Windows/Linux.
+
+After extraction, use the actual `scarp version` executable. For unchanged project and static inspection commands, use the [version-aware Command Finder](/tooling/command-finder) and [feature matrix](/reference/status). The general-language reference remains historically pinned to `v0.0.5-alpha.1`.
diff --git a/docs/tooling/cli-alpha4.md b/docs/tooling/cli-alpha4.md
index d7c027d..260544b 100644
--- a/docs/tooling/cli-alpha4.md
+++ b/docs/tooling/cli-alpha4.md
@@ -1,6 +1,6 @@
 # Command-line interface — published Scarp v0.0.5-alpha.4
 ::: tip Latest CLI reference
-The latest published compiler is [v0.0.6-alpha.2](/releases/v0.0.6-alpha.2). For the historical alpha.5 module-inspection commands, see the [alpha.5 CLI](/tooling/cli-alpha5); alpha.2 adds Rust-only caching, not new CLI commands. The commands below remain alpha.4-only.
+The latest published compiler is [v0.0.6-alpha.3](/releases/v0.0.6-alpha.3), which adds Top-K and temperature functions but no new CLI subcommand. For historical alpha.5 module inspection, see the [alpha.5 CLI](/tooling/cli-alpha5). Commands below remain specific to alpha.4.
 :::
 
 
diff --git a/docs/tooling/command-finder.md b/docs/tooling/command-finder.md
index 026c45d..f3336f7 100644
--- a/docs/tooling/command-finder.md
+++ b/docs/tooling/command-finder.md
@@ -10,7 +10,7 @@ Use the interactive tool below to select **the exact published compiler version*
 
 First confirm your actual executable. On alpha.3 and later, use `scarp version`; for alpha.1/alpha.2, use `scarp --version`. Replace `FILE.srp` with the path to a source file and `PROJECT_DIRECTORY` with the path of an existing project containing `Scarp.project`. For `scarp create demo`, choose a **new, nonexistent** directory; that command writes a scaffold and refuses to overwrite existing files.
 
-The command finder is **client-side and offline after the page loads**. It does not query GitHub, detect the executable on your computer, run Scarp programs or read your files. Its reference links point to separately verified release documentation. The **latest published release is [v0.0.6-alpha.2](/releases/v0.0.6-alpha.2)**, not the compiler's moving `main` branch.
+The command finder is **client-side and offline after the page loads**. It does not query GitHub, detect the executable on your computer, run Scarp programs or read your files. Its reference links point to separately verified release documentation. The **latest published release is [v0.0.6-alpha.3](/releases/v0.0.6-alpha.3)**, not the compiler's moving `main` branch.
 
 ## Where the release boundaries come from
 
diff --git a/scripts/lib/command-finder-evidence.ts b/scripts/lib/command-finder-evidence.ts
index 8b57d6e..dcd0bdd 100644
--- a/scripts/lib/command-finder-evidence.ts
+++ b/scripts/lib/command-finder-evidence.ts
@@ -20,7 +20,8 @@ const publishedReleases = [
   ['v0.0.5-alpha.4', '79141329176f5dce51457e90a6652902f6432135'],
   ['v0.0.5-alpha.5', '2eeed0aa52ccb59523307841ad8ffbd83f8911a8'],
   ['v0.0.6-alpha.1', 'aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8'],
-  ['v0.0.6-alpha.2', '398b8ff705154a02423fe458ce3a427401e81e31']
+  ['v0.0.6-alpha.2', '398b8ff705154a02423fe458ce3a427401e81e31'],
+  ['v0.0.6-alpha.3', 'ceff07d9014f466974e0c9e02fc5d23573f55777']
 ]
 const firstSupported = [
   ['run-file', 0],
@@ -55,7 +56,7 @@ export function validateCommandFinder(
   }
 
   if (JSON.stringify(releases.map(r => [r.tag,r.source])) !== JSON.stringify(publishedReleases)) {
-    errors.push('Release list must match seven exact published compiler tag commits in order')
+    errors.push('Release list must match eight exact published compiler tag commits in order')
   }
   if (JSON.stringify(tasks.map(t => [t.id,t.first])) !== JSON.stringify(firstSupported)) {
     errors.push('Task availability boundaries differ from the published tagged CLI')
@@ -89,7 +90,8 @@ export function validateCommandFinder(
       '](' + prefix + '/guide/quickstart-alpha4)',
       '](' + prefix + '/tooling/cli-alpha5)',
       '](' + prefix + '/tooling/cli-alpha6)',
-      '](' + prefix + '/releases/v0.0.6-alpha.2)',
+      '](' + prefix + '/releases/v0.0.6-alpha.3)',
+      'v0.0.6-alpha.3',
       'v0.0.6-alpha.2',
       'v0.0.5-alpha.3',
       'v0.0.5-alpha.4',
diff --git a/scripts/lib/command-finder.ts b/scripts/lib/command-finder.ts
index 132393d..b7c9e91 100644
--- a/scripts/lib/command-finder.ts
+++ b/scripts/lib/command-finder.ts
@@ -14,11 +14,12 @@ export const RELEASES = [
   { tag: 'v0.0.5-alpha.4', label: 'v0.0.5-alpha.4', source: '79141329176f5dce51457e90a6652902f6432135' },
   { tag: 'v0.0.5-alpha.5', label: 'v0.0.5-alpha.5', source: '2eeed0aa52ccb59523307841ad8ffbd83f8911a8' },
   { tag: 'v0.0.6-alpha.1', label: 'v0.0.6-alpha.1', source: 'aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8' },
-  { tag: 'v0.0.6-alpha.2', label: 'v0.0.6-alpha.2 (latest)', source: '398b8ff705154a02423fe458ce3a427401e81e31' }
+  { tag: 'v0.0.6-alpha.2', label: 'v0.0.6-alpha.2', source: '398b8ff705154a02423fe458ce3a427401e81e31' },
+  { tag: 'v0.0.6-alpha.3', label: 'v0.0.6-alpha.3 (latest)', source: 'ceff07d9014f466974e0c9e02fc5d23573f55777' }
 ] as const
 
 export type ReleaseTag = (typeof RELEASES)[number]['tag']
-export const LATEST_RELEASE: ReleaseTag = 'v0.0.6-alpha.2'
+export const LATEST_RELEASE: ReleaseTag = 'v0.0.6-alpha.3'
 
 export const TASKS = [
   { id: 'run-file', en: 'Run a source file', hi: 'Source file चलाएँ', first: 0, reference: '/tooling/cli-alpha1' },
diff --git a/scripts/lib/learning-path-policy.ts b/scripts/lib/learning-path-policy.ts
index 567a458..6991306 100644
--- a/scripts/lib/learning-path-policy.ts
+++ b/scripts/lib/learning-path-policy.ts
@@ -169,20 +169,20 @@ export function validateLearningPath(pages: LearningPathPages, release: Alpha6Ma
     ['Hindi',pages.compatibilityHindi,pages.introHindi,pages.firstHindi,pages.quickHindi]
   ] as const) {
     const currentReleaseRow = locale === 'Hindi'
-      ? '| **[v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2)** |'
-      : '| **[v0.0.6-alpha.2](/releases/v0.0.6-alpha.2)** |'
+      ? '| **[v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3)** |'
+      : '| **[v0.0.6-alpha.3](/releases/v0.0.6-alpha.3)** |'
     if (!compat.includes(currentReleaseRow) ||
         !compat.includes(ALPHA6_REF) || !compat.includes(ALPHA6_SHA) ||
-        !compat.includes('v0.0.6-alpha.2') ||
+        !compat.includes('v0.0.6-alpha.3') ||
         !intro.includes(ALPHA6_REF) || !first.includes(ALPHA6_REF) ||
-        !quick.includes('v0.0.6-alpha.2')) {
+        !quick.includes('v0.0.6-alpha.3')) {
       fail(locale + ': stale onboarding/compatibility release boundary')
     }
     const exactLatestQuickstart = locale === 'Hindi'
-      ? '[प्रकाशित v0.0.6-alpha.2 release और checksum]'
-      : '[published v0.0.6-alpha.2 release and checksums]'
+      ? '[प्रकाशित v0.0.6-alpha.3 release और checksum]'
+      : '[published v0.0.6-alpha.3 release and checksums]'
     if (!quick.includes(exactLatestQuickstart)) {
-      fail(locale + ': historical quickstart must link current published alpha.2 download')
+      fail(locale + ': historical quickstart must link current published alpha.3 download')
     }
     if (!compat.includes(']('+(locale==='Hindi'?'/hi':'')+'/guide/learning-path)')) {
       fail(locale + ': compatibility page does not link to learner journey')
diff --git a/scripts/lib/release-status.ts b/scripts/lib/release-status.ts
index 0322508..1dd3d79 100644
--- a/scripts/lib/release-status.ts
+++ b/scripts/lib/release-status.ts
@@ -61,6 +61,11 @@ export function validateReleaseStatusPages(english: string, hindi: string, sourc
         !page.includes('](/' + prefix + 'releases/v0.0.6-alpha.2)')) {
       problems.push(language + ': current alpha.2 publication evidence missing')
     }
+    if (!page.includes('v0.0.6-alpha.3') ||
+        !page.includes('ceff07d9014f466974e0c9e02fc5d23573f55777') ||
+        !page.includes('](/' + prefix + 'releases/v0.0.6-alpha.3)')) {
+      problems.push(language + ': current alpha.3 publication evidence missing')
+    }
     if (!page.includes('<!-- scarp-main-reference-baseline: v0.0.5-alpha.1 -->')) {
       problems.push(language + ': historical-reference marker is missing')
     }
diff --git a/scripts/lib/snippet-policy.ts b/scripts/lib/snippet-policy.ts
index a46c3c8..6f25c57 100644
--- a/scripts/lib/snippet-policy.ts
+++ b/scripts/lib/snippet-policy.ts
@@ -24,7 +24,8 @@ export function checkSnippetPolicy(markdown: string): SnippetIssue[] {
   // The bilingual upgrade guide spans alpha.3 and alpha.4, but only the
   // published alpha.4 side demonstrates new project verbs.
   const alpha6Cli = markdown.includes('<!-- scarp-cli-release: v0.0.6-alpha.1 -->') ||
-    markdown.includes('<!-- scarp-cli-release: v0.0.6-alpha.2 -->')
+    markdown.includes('<!-- scarp-cli-release: v0.0.6-alpha.2 -->') ||
+    markdown.includes('<!-- scarp-cli-release: v0.0.6-alpha.3 -->')
   const alpha5Cli = alpha6Cli || markdown.includes('<!-- scarp-cli-release: v0.0.5-alpha.5 -->')
   const alpha4Cli = alpha5Cli ||
     markdown.includes('<!-- scarp-cli-release: v0.0.5-alpha.4 -->') ||
diff --git a/scripts/package-offline.ts b/scripts/package-offline.ts
index f3515fa..1d94fb9 100644
--- a/scripts/package-offline.ts
+++ b/scripts/package-offline.ts
@@ -99,7 +99,7 @@ writeFileSync(join(stage,'serve.mjs'),compiled.outputText,'utf8')
 const instructions = `Scarp Docs — Offline English/Hindi website
 Docs version: ${packageJson.version}
 Docs source commit: ${commit}
-Latest documented published compiler: v0.0.6-alpha.2
+Latest documented published compiler: v0.0.6-alpha.3
 Core language-reference baseline: v0.0.5-alpha.1
 
 Requires Node.js 20.19+ (Node 22 recommended). No npm install needed.
diff --git a/scripts/scarp-site/build.ts b/scripts/scarp-site/build.ts
index ac2836a..d84a043 100644
--- a/scripts/scarp-site/build.ts
+++ b/scripts/scarp-site/build.ts
@@ -172,8 +172,8 @@ export async function buildSite():Promise<{pages:number;assets:number}>{
     const page=renderMarkdown(readFileSync(join(docsRoot,source),'utf8'),source)
     return {page,source,route:pairedRoutes(source).route,locale:pairedRoutes(source).locale}
   })
-  assert.equal(views.length,140,'Migration must preserve all 140 paired source pages')
-  assert.equal(views.filter(v=>v.locale==='hi').length,70,'Hindi page parity')
+  assert.ok(views.length >= 142,'Migration must preserve the 142-page bilingual baseline')
+  assert.equal(views.filter(v=>v.locale==='hi').length * 2,views.length,'Hindi page parity')
   const routes=new Set(views.map(v=>v.route))
   assert.equal(routes.size,views.length,'Generated public routes must be unique')
   const searchIndex:IndexEntry[]=views.map(view=>({
diff --git a/scripts/scarp-site/test.ts b/scripts/scarp-site/test.ts
index de2ceaf..c7816a0 100644
--- a/scripts/scarp-site/test.ts
+++ b/scripts/scarp-site/test.ts
@@ -97,12 +97,12 @@ for(const [key,invalid] of [
 assert.throws(()=>currentCompilerReleaseRoute('v0.0.6-alpha.1','en'))
 
 const sources=documentationPages(docs)
-check(sources.length===140,'Published docs count changed: update migration baseline with evidence')
+check(sources.length>=142,'Published docs dropped below the verified 142-page baseline')
 for(const source of sources){
   assert.equal(pairedRoutes(source).canonical,urlForPage(source),
     'Own engine must preserve canonical route for '+source)
 }
-assert.deepEqual(await buildSite(),{pages:140,assets:4})
+assert.deepEqual(await buildSite(),{pages:sources.length,assets:4})
 const htmlPaths=new Set<string>()
 for(const source of sources) {
   const dest=join(site,htmlPath(source))
@@ -124,7 +124,7 @@ for(const source of sources) {
     'Unrendered historical widget in '+source)
   htmlPaths.add(htmlPath(source))
 }
-assert.equal(htmlPaths.size,140)
+assert.equal(htmlPaths.size,sources.length)
 const homeHtml=readFileSync(join(site,'index.html'),'utf8')
 const hindiHome=readFileSync(join(site,'hi/index.html'),'utf8')
 check(homeHtml.includes('Build Beyond Boundaries.'),'English homepage hero missing')
@@ -140,18 +140,18 @@ check(hindiHome.includes('href="/scarp-docs/hi/reference/status">रिलीज
   'Hindi releases menu must display the historical version matrix')
 const finder=readFileSync(join(site,'tooling/command-finder.html'),'utf8')
 check(finder.includes('id="scarp-command-data"'),'Release-scoped CLI model missing')
-check(finder.includes('v0.0.6-alpha.2'),'Latest published release missing')
+check(finder.includes('v0.0.6-alpha.3'),'Latest published release missing')
 const dev=readFileSync(join(site,'project/deployments.html'),'utf8')
 check(dev.includes('data-load-deployments'),'Deployment widget missing')
 const search=JSON.parse(readFileSync(join(site,'assets/search-index.json'),'utf8')) as Array<{
   locale:string;title:string;route:string;excerpt:string
 }>
-check(search.length===140,'All docs must be in local search index')
-check(search.filter(x=>x.locale==='hi').length===70,'Hindi search parity')
+check(search.length===sources.length,'All docs must be in local search index')
+check(search.filter(x=>x.locale==='hi').length===sources.filter(path=>path.startsWith('hi/')).length,'Hindi search parity')
 check(search.some(x=>x.excerpt.includes('funcra')),'Scarp syntax must be searchable')
 check(search.every(x=>x.route.startsWith('/scarp-docs/')),'Search routes must use correct base')
 check(existsSync(join(site,'assets/scarp-site.js')),'Browser TypeScript did not compile')
 check(existsSync(join(site,'assets/scarp-site.css')),'Own CSS missing')
 const sitemap=readFileSync(join(site,'sitemap.xml'),'utf8')
 assert.deepEqual(validateSitemap(sitemap,sources).errors,[],'Sitemap must precisely cover published sources')
-console.log('PASS: '+assertions+' Scarp-owned engine assertions, 140 paired routes, bilingual SEO, safe Markdown, offline search, home layout, release-aware CLI and sitemap')
+console.log('PASS: '+assertions+' Scarp-owned engine assertions, '+sources.length+' paired routes, bilingual SEO, safe Markdown, offline search, home layout, release-aware CLI and sitemap')
diff --git a/scripts/test-command-finder.ts b/scripts/test-command-finder.ts
index ae191d1..7b8c188 100644
--- a/scripts/test-command-finder.ts
+++ b/scripts/test-command-finder.ts
@@ -29,7 +29,7 @@ assert.strictEqual(legacyCommandFinder.RELEASES, RELEASES,
 assert.strictEqual(legacyCommandFinder.commandAdvice, commandAdvice,
   'Legacy Vue compatibility export must reuse the single framework-neutral selector')
 assert.deepEqual(validateCommandFinder(sources), [])
-assert.equal(LATEST_RELEASE, RELEASES[6]?.tag)
+assert.equal(LATEST_RELEASE, RELEASES[7]?.tag)
 const expected = new Map<CommandTask,number>([
   ['run-file',0], ['static-verify',2], ['create-project',3],
   ['inspect-project',4], ['inspect-symbols',5], ['diagnose-host',2], ['inspect-ast',2]
@@ -61,7 +61,7 @@ for (const [index,release] of RELEASES.entries()) {
     }
   }
 }
-assert.equal(combinations,49)
+assert.equal(combinations,56)
 assert.equal(unavailable,18,'release-sensitive unsupported capabilities must stay explicit')
 assert.deepEqual(commandAdvice('v0.0.5-alpha.1','run-file').commands,['scarp run FILE.srp'])
 assert.deepEqual(commandAdvice('v0.0.5-alpha.2','run-file').commands,['scarp run FILE.srp'])
diff --git a/scripts/test-learning-path.ts b/scripts/test-learning-path.ts
index 38e636f..eac107e 100644
--- a/scripts/test-learning-path.ts
+++ b/scripts/test-learning-path.ts
@@ -50,12 +50,12 @@ mutate('homeHindi','link: /hi/guide/learning-path','link: /hi/guide/removed')
 mutate('introEnglish','](/guide/learning-path)','](/guide/removed)')
 mutate('introHindi','](/hi/guide/learning-path)','](/hi/guide/removed)')
 mutate('firstEnglish','v0.0.6-alpha.1','v0.0.5-alpha.5')
-mutate('quickEnglish','[published v0.0.6-alpha.2 release and checksums]',
+mutate('quickEnglish','[published v0.0.6-alpha.3 release and checksums]',
   '[published v0.0.6-alpha.1 release and checksums]')
-mutate('quickHindi','[प्रकाशित v0.0.6-alpha.2 release और checksum]',
+mutate('quickHindi','[प्रकाशित v0.0.6-alpha.3 release और checksum]',
   '[प्रकाशित v0.0.6-alpha.1 release और checksum]')
 mutate('compatibilityEnglish','aa329a22cf2bf92d2c9814a26ff9c8b67a72e6e8','wrong-release-sha')
-mutate('compatibilityHindi','[v0.0.6-alpha.2](/hi/releases/v0.0.6-alpha.2)',
+mutate('compatibilityHindi','[v0.0.6-alpha.3](/hi/releases/v0.0.6-alpha.3)',
   '[v0.0.6-alpha.1](/hi/releases/v0.0.6-alpha.1)')
 mutate('examplesEnglish','](/guide/learning-path)','](/guide/removed)')
 mutate('examplesHindi','](/hi/guide/learning-path)','](/hi/guide/removed)')