diff --git a/docs/community/extensions.md b/docs/community/extensions.md
index fdb7c78dd0..1249c3d196 100644
--- a/docs/community/extensions.md
+++ b/docs/community/extensions.md
@@ -141,7 +141,7 @@ The following community-contributed extensions are available in [`catalog.commun
 | Spec Diagram | Auto-generate Mermaid diagrams of SDD workflow state, feature progress, and task dependencies | `visibility` | Read-only | [spec-kit-diagram-](https://github.com/Quratulain-bilal/spec-kit-diagram-) |
 | Spec Inventory | Read-only inventory of live requirement and task IDs, with focused per-task context packs instead of whole-file dumps | `visibility` | Read-only | [spec-kit-inventory-alignment](https://github.com/Yash-Chindam/spec-kit-inventory-alignment) |
 | Spec Kit Discovery Extension | Run technical discovery commands for feasibility, technology selection, scenario-specific technical decisions, legacy codebase assessment, implementation understanding, and proof-of-concept validation | `process` | Read+Write | [spec-kit-discovery](https://github.com/bigsmartben/spec-kit-discovery) |
-| Spec Kit Figma | Agent-agnostic SpecKit extension that grounds spec, plan & task generation in Figma design context — REST + optional MCP, single/mono/multi-repo, macOS/Linux/Windows. | `integration` | Read+Write | [spec-kit-figma](https://github.com/Fyloss/spec-kit-figma) |
+| Spec Kit Figma | Grounds SpecKit spec/plan/tasks in Figma design context via REST or MCP, on macOS/Linux/Windows. | `integration` | Read+Write | [spec-kit-figma](https://github.com/Fyloss/spec-kit-figma) |
 | Spec Kit Memory | Recalls prior specs and decisions from configurable memory tools (e.g. memsearch) before SDLC stages, so planning and specification start from what the project already knows | `docs` | Read+Write | [spec-kit-memory](https://github.com/zaytsevand/spec-kit-memory) |
 | Spec Kit Preview | Generate evidence-backed low, mid, or high fidelity previews from Spec Kit artifacts as Markdown or self-contained HTML | `docs` | Read+Write | [spec-kit-preview](https://github.com/bigsmartben/spec-kit-preview) |
 | Spec Kit Schedule | Optimal multi-agent task scheduling via CP-SAT — DAG precedence, hallucination-aware caps, file-conflict avoidance, stochastic durations, replanning, and interactive HTML output | `process` | Read+Write | [spec-kit-schedule](https://github.com/jfranc38/spec-kit-schedule) |
diff --git a/extensions/catalog.community.json b/extensions/catalog.community.json
index c700967112..fa582f686b 100644
--- a/extensions/catalog.community.json
+++ b/extensions/catalog.community.json
@@ -1,6 +1,6 @@
 {
   "schema_version": "1.0",
-  "updated_at": "2026-08-28T21:15:58Z",
+  "updated_at": "2026-08-31T00:00:00Z",
   "catalog_url": "https://raw.githubusercontent.com/github/spec-kit/main/extensions/catalog.community.json",
   "extensions": {
     "adrkit": {
@@ -1783,10 +1783,10 @@
     "figma": {
       "name": "Spec Kit Figma",
       "id": "figma",
-      "description": "Agent-agnostic SpecKit extension that grounds spec, plan & task generation in Figma design context — REST + optional MCP, single/mono/multi-repo, macOS/Linux/Windows.",
+      "description": "Grounds SpecKit spec/plan/tasks in Figma design context via REST or MCP, on macOS/Linux/Windows.",
       "author": "Fyloss",
-      "version": "1.6.0",
-      "download_url": "https://github.com/Fyloss/spec-kit-figma/archive/refs/tags/v1.6.0.zip",
+      "version": "3.1.1",
+      "download_url": "https://github.com/Fyloss/spec-kit-figma/archive/refs/tags/v3.1.1.zip",
       "repository": "https://github.com/Fyloss/spec-kit-figma",
       "homepage": "https://github.com/Fyloss/spec-kit-figma",
       "documentation": "https://github.com/Fyloss/spec-kit-figma/blob/main/docs/INSTALL.md",
@@ -1795,7 +1795,7 @@
       "category": "integration",
       "effect": "read-write",
       "requires": {
-        "speckit_version": ">=0.1.0",
+        "speckit_version": ">=0.11.2",
         "tools": [
           {
             "name": "git",
@@ -1820,8 +1820,8 @@
         ]
       },
       "provides": {
-        "commands": 5,
-        "hooks": 6
+        "commands": 7,
+        "hooks": 11
       },
       "tags": [
         "figma",
@@ -1834,7 +1834,7 @@
       "downloads": 0,
       "stars": 0,
       "created_at": "2026-07-08T00:00:00Z",
-      "updated_at": "2026-07-08T00:00:00Z"
+      "updated_at": "2026-08-31T00:00:00Z"
     },
     "figma-starter": {
       "name": "Figma Starter",