tikalk · kanfil · Mar 9, 2026 · Mar 9, 2026 · Mar 9, 2026 · Mar 9, 2026
diff --git a/extensions/README.md b/extensions/README.md
@@ -74,9 +74,13 @@ The following community-contributed extensions are available in [`catalog.commun
 |-----------|---------|-----|
 | Azure DevOps Integration | Sync user stories and tasks to Azure DevOps work items using OAuth authentication | [spec-kit-azure-devops](https://github.com/pragya247/spec-kit-azure-devops) |
 | Cleanup Extension | Post-implementation quality gate that reviews changes, fixes small issues (scout rule), creates tasks for medium issues, and generates analysis for large issues | [spec-kit-cleanup](https://github.com/dsrednicki/spec-kit-cleanup) |
+| Fleet Orchestrator | Orchestrate a full feature lifecycle with human-in-the-loop gates across all SpecKit phases | [spec-kit-fleet](https://github.com/sharathsatish/spec-kit-fleet) |
 | Jira Integration | Create Jira Epics, Stories, and Issues from spec-kit specifications and task breakdowns with configurable hierarchy and custom field support | [spec-kit-jira](https://github.com/mbachorik/spec-kit-jira) |
+| Ralph Loop | Autonomous implementation loop using AI agent CLI | [spec-kit-ralph](https://github.com/Rubiss/spec-kit-ralph) |
 | Retrospective Extension | Post-implementation retrospective with spec adherence scoring, drift analysis, and human-gated spec updates | [spec-kit-retrospective](https://github.com/emi-dm/spec-kit-retrospective) |
+| Review Extension | Post-implementation comprehensive code review with specialized agents for code quality, comments, tests, error handling, type design, and simplification | [spec-kit-review](https://github.com/ismaelJimenez/spec-kit-review) |
 | Spec Sync | Detect and resolve drift between specs and implementation. AI-assisted resolution with human approval | [spec-kit-sync](https://github.com/bgervin/spec-kit-sync) |
+| Understanding | Automated requirements quality analysis — 31 deterministic metrics against IEEE/ISO standards with experimental energy-based ambiguity detection | [understanding](https://github.com/Testimonial/understanding) |
 | V-Model Extension Pack | Enforces V-Model paired generation of development specs and test specs with full traceability | [spec-kit-v-model](https://github.com/leocamello/spec-kit-v-model) |
 | Verify Extension | Post-implementation quality gate that validates implemented code against specification artifacts | [spec-kit-verify](https://github.com/ismaelJimenez/spec-kit-verify) |
 

diff --git a/extensions/catalog.community.json b/extensions/catalog.community.json
@@ -1,6 +1,6 @@
 {
   "schema_version": "1.0",
-  "updated_at": "2026-03-05T00:00:00Z",
+  "updated_at": "2026-03-09T00:00:00Z",
   "catalog_url": "https://raw.githubusercontent.com/github/spec-kit/main/extensions/catalog.community.json",
   "extensions": {
     "azure-devops": {
@@ -29,7 +29,13 @@
         "commands": 1,
         "hooks": 1
       },
-      "tags": ["azure", "devops", "project-management", "work-items", "issue-tracking"],
+      "tags": [
+        "azure",
+        "devops",
+        "project-management",
+        "work-items",
+        "issue-tracking"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,
@@ -55,13 +61,45 @@
         "commands": 1,
         "hooks": 1
       },
-      "tags": ["quality", "tech-debt", "review", "cleanup", "scout-rule"],
+      "tags": [
+        "quality",
+        "tech-debt",
+        "review",
+        "cleanup",
+        "scout-rule"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,
       "created_at": "2026-02-22T00:00:00Z",
       "updated_at": "2026-02-22T00:00:00Z"
     },
+    "fleet": {
+      "name": "Fleet Orchestrator",
+      "id": "fleet",
+      "description": "Orchestrate a full feature lifecycle with human-in-the-loop gates across all SpecKit phases.",
+      "author": "sharathsatish",
+      "version": "1.0.0",
+      "download_url": "https://github.com/sharathsatish/spec-kit-fleet/archive/refs/tags/v1.0.0.zip",
+      "repository": "https://github.com/sharathsatish/spec-kit-fleet",
+      "homepage": "https://github.com/sharathsatish/spec-kit-fleet",
+      "documentation": "https://github.com/sharathsatish/spec-kit-fleet/blob/main/README.md",
+      "changelog": "https://github.com/sharathsatish/spec-kit-fleet/blob/main/CHANGELOG.md",
+      "license": "MIT",
+      "requires": {
+        "speckit_version": ">=0.1.0"
+      },
+      "provides": {
+        "commands": 2,
+        "hooks": 1
+      },
+      "tags": ["orchestration", "workflow", "human-in-the-loop", "parallel"],
+      "verified": false,
+      "downloads": 0,
+      "stars": 0,
+      "created_at": "2026-03-06T00:00:00Z",
+      "updated_at": "2026-03-06T00:00:00Z"
+    },
     "jira": {
       "name": "Jira Integration",
       "id": "jira",
@@ -81,13 +119,54 @@
         "commands": 3,
         "hooks": 1
       },
-      "tags": ["issue-tracking", "jira", "atlassian", "project-management"],
+      "tags": [
+        "issue-tracking",
+        "jira",
+        "atlassian",
+        "project-management"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,
       "created_at": "2026-03-05T00:00:00Z",
       "updated_at": "2026-03-05T00:00:00Z"
     },
+    "ralph": {
+      "name": "Ralph Loop",
+      "id": "ralph",
+      "description": "Autonomous implementation loop using AI agent CLI.",
+      "author": "Rubiss",
+      "version": "1.0.0",
+      "download_url": "https://github.com/Rubiss/spec-kit-ralph/archive/refs/tags/v1.0.0.zip",
+      "repository": "https://github.com/Rubiss/spec-kit-ralph",
+      "homepage": "https://github.com/Rubiss/spec-kit-ralph",
+      "documentation": "https://github.com/Rubiss/spec-kit-ralph/blob/main/README.md",
+      "changelog": "https://github.com/Rubiss/spec-kit-ralph/blob/main/CHANGELOG.md",
+      "license": "MIT",
+      "requires": {
+        "speckit_version": ">=0.1.0",
+        "tools": [
+          {
+            "name": "copilot",
+            "required": true
+          },
+          {
+            "name": "git",
+            "required": true
+          }
+        ]
+      },
+      "provides": {
+        "commands": 2,
+        "hooks": 1
+      },
+      "tags": ["implementation", "automation", "loop", "copilot"],
+      "verified": false,
+      "downloads": 0,
+      "stars": 0,
+      "created_at": "2026-03-09T00:00:00Z",
+      "updated_at": "2026-03-09T00:00:00Z"
+    },
     "retrospective": {
       "name": "Retrospective Extension",
       "id": "retrospective",
@@ -107,13 +186,45 @@
         "commands": 1,
         "hooks": 1
       },
-      "tags": ["retrospective", "spec-drift", "quality", "analysis", "governance"],
+      "tags": [
+        "retrospective",
+        "spec-drift",
+        "quality",
+        "analysis",
+        "governance"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,
       "created_at": "2026-02-24T00:00:00Z",
       "updated_at": "2026-02-24T00:00:00Z"
     },
+    "review": {
+      "name": "Review Extension",
+      "id": "review",
+      "description": "Post-implementation comprehensive code review with specialized agents for code quality, comments, tests, error handling, type design, and simplification.",
+      "author": "ismaelJimenez",
+      "version": "1.0.0",
+      "download_url": "https://github.com/ismaelJimenez/spec-kit-review/archive/refs/tags/v1.0.0.zip",
+      "repository": "https://github.com/ismaelJimenez/spec-kit-review",
+      "homepage": "https://github.com/ismaelJimenez/spec-kit-review",
+      "documentation": "https://github.com/ismaelJimenez/spec-kit-review/blob/main/README.md",
+      "changelog": "https://github.com/ismaelJimenez/spec-kit-review/blob/main/CHANGELOG.md",
+      "license": "MIT",
+      "requires": {
+        "speckit_version": ">=0.1.0"
+      },
+      "provides": {
+        "commands": 7,
+        "hooks": 1
+      },
+      "tags": ["code-review", "quality", "review", "testing", "error-handling", "type-design", "simplification"],
+      "verified": false,
+      "downloads": 0,
+      "stars": 0,
+      "created_at": "2026-03-06T00:00:00Z",
+      "updated_at": "2026-03-06T00:00:00Z"
+    },
     "sync": {
       "name": "Spec Sync",
       "id": "sync",
@@ -133,13 +244,60 @@
         "commands": 5,
         "hooks": 1
       },
-      "tags": ["sync", "drift", "validation", "bidirectional", "backfill"],
+      "tags": [
+        "sync",
+        "drift",
+        "validation",
+        "bidirectional",
+        "backfill"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,
       "created_at": "2026-03-02T00:00:00Z",
       "updated_at": "2026-03-02T00:00:00Z"
     },
+    "understanding": {
+      "name": "Understanding",
+      "id": "understanding",
+      "description": "Automated requirements quality analysis — validates specs against IEEE/ISO standards using 31 deterministic metrics. Catches ambiguity, missing testability, and structural issues before they reach implementation. Includes experimental energy-based ambiguity detection using local LM token perplexity.",
+      "author": "Ladislav Bihari",
+      "version": "3.4.0",
+      "download_url": "https://github.com/Testimonial/understanding/archive/refs/tags/v3.4.0.zip",
+      "repository": "https://github.com/Testimonial/understanding",
+      "homepage": "https://github.com/Testimonial/understanding",
+      "documentation": "https://github.com/Testimonial/understanding/blob/main/extension/README.md",
+      "changelog": "https://github.com/Testimonial/understanding/blob/main/extension/CHANGELOG.md",
+      "license": "MIT",
+      "requires": {
+        "speckit_version": ">=0.1.0",
+        "tools": [
+          {
+            "name": "understanding",
+            "version": ">=3.4.0",
+            "required": true
+          }
+        ]
+      },
+      "provides": {
+        "commands": 3,
+        "hooks": 1
+      },
+      "tags": [
+        "quality",
+        "metrics",
+        "requirements",
+        "validation",
+        "readability",
+        "IEEE-830",
+        "ISO-29148"
+      ],
+      "verified": false,
+      "downloads": 0,
+      "stars": 0,
+      "created_at": "2026-03-07T00:00:00Z",
+      "updated_at": "2026-03-07T00:00:00Z"
+    },
     "v-model": {
       "name": "V-Model Extension Pack",
       "id": "v-model",
@@ -159,7 +317,13 @@
         "commands": 9,
         "hooks": 1
       },
-      "tags": ["v-model", "traceability", "testing", "compliance", "safety-critical"],
+      "tags": [
+        "v-model",
+        "traceability",
+        "testing",
+        "compliance",
+        "safety-critical"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,
@@ -185,7 +349,13 @@
         "commands": 1,
         "hooks": 1
       },
-      "tags": ["verification", "quality-gate", "implementation", "spec-adherence", "compliance"],
+      "tags": [
+        "verification",
+        "quality-gate",
+        "implementation",
+        "spec-adherence",
+        "compliance"
+      ],
       "verified": false,
       "downloads": 0,
       "stars": 0,

diff --git a/scripts/bash/update-agent-context.sh b/scripts/bash/update-agent-context.sh
@@ -30,7 +30,7 @@
 #
 # 5. Multi-Agent Support
 #    - Handles agent-specific file paths and naming conventions
-#    - Supports: Claude, Gemini, Copilot, Cursor, Qwen, opencode, Codex, Windsurf, Kilo Code, Auggie CLI, Roo Code, CodeBuddy CLI, Qoder CLI, Amp, SHAI, Kiro CLI, or Antigravity
+#    - Supports: Claude, Gemini, Copilot, Cursor, Qwen, opencode, Codex, Windsurf, Kilo Code, Auggie CLI, Roo Code, CodeBuddy CLI, Qoder CLI, Amp, SHAI, Kiro CLI, Mistral Vibe or Antigravity
 #    - Can update single agents or all existing agent files
 #    - Creates default Claude file if no agent files exist
 #
@@ -76,6 +76,7 @@ SHAI_FILE="$REPO_ROOT/SHAI.md"
 KIRO_FILE="$REPO_ROOT/AGENTS.md"
 AGY_FILE="$REPO_ROOT/.agent/rules/specify-rules.md"
 BOB_FILE="$REPO_ROOT/AGENTS.md"
+VIBE_FILE="$REPO_ROOT/.vibe/agents/specify-agents.md"
 
 # Template file
 TEMPLATE_FILE="$REPO_ROOT/.specify/templates/agent-file-template.md"
@@ -657,12 +658,15 @@ update_specific_agent() {
         bob)
             update_agent_file "$BOB_FILE" "IBM Bob"
             ;;
+        vibe)
+            update_agent_file "$VIBE_FILE" "Mistral Vibe"
+            ;;
         generic)
             log_info "Generic agent: no predefined context file. Use the agent-specific update script for your agent."
             ;;
         *)
             log_error "Unknown agent type '$agent_type'"
-            log_error "Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli|generic"
+            log_error "Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|vibe|qodercli|generic"
             exit 1
             ;;
     esac
@@ -750,6 +754,11 @@ update_all_existing_agents() {
         update_agent_file "$BOB_FILE" "IBM Bob"
         found_agent=true
     fi
+
+    if [[ -f "$VIBE_FILE" ]]; then
+        update_agent_file "$VIBE_FILE" "Mistral Vibe"
+        found_agent=true
+    fi
 
     # If no agent files exist, create a default Claude file
     if [[ "$found_agent" == false ]]; then
@@ -774,8 +783,7 @@ print_summary() {
     fi
 
     echo
-
-    log_info "Usage: $0 [claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli]"
+    log_info "Usage: $0 [claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli|vibe]"
 }
 
 #==============================================================================

diff --git a/scripts/powershell/update-agent-context.ps1 b/scripts/powershell/update-agent-context.ps1
@@ -9,7 +9,7 @@ Mirrors the behavior of scripts/bash/update-agent-context.sh:
  2. Plan Data Extraction
  3. Agent File Management (create from template or update existing)
  4. Content Generation (technology stack, recent changes, timestamp)
- 5. Multi-Agent Support (claude, gemini, copilot, cursor-agent, qwen, opencode, codex, windsurf, kilocode, auggie, roo, codebuddy, amp, shai, kiro-cli, agy, bob, qodercli)
+ 5. Multi-Agent Support (claude, gemini, copilot, cursor-agent, qwen, opencode, codex, windsurf, kilocode, auggie, roo, codebuddy, amp, shai, kiro-cli, agy, bob, qodercli, vibe)
 
 .PARAMETER AgentType
 Optional agent key to update a single agent. If omitted, updates all existing agent files (creating a default Claude file if none exist).
@@ -25,7 +25,7 @@ Relies on common helper functions in common.ps1
 #>
 param(
     [Parameter(Position=0)]
-    [ValidateSet('claude','gemini','copilot','cursor-agent','qwen','opencode','codex','windsurf','kilocode','auggie','roo','codebuddy','amp','shai','kiro-cli','agy','bob','qodercli','generic')]
+    [ValidateSet('claude','gemini','copilot','cursor-agent','qwen','opencode','codex','windsurf','kilocode','auggie','roo','codebuddy','amp','shai','kiro-cli','agy','bob','qodercli','vibe','generic')]
     [string]$AgentType
 )
 
@@ -61,6 +61,7 @@ $SHAI_FILE     = Join-Path $REPO_ROOT 'SHAI.md'
 $KIRO_FILE     = Join-Path $REPO_ROOT 'AGENTS.md'
 $AGY_FILE      = Join-Path $REPO_ROOT '.agent/rules/specify-rules.md'
 $BOB_FILE      = Join-Path $REPO_ROOT 'AGENTS.md'
+$VIBE_FILE     = Join-Path $REPO_ROOT '.vibe/agents/specify-agents.md'
 
 $TEMPLATE_FILE = Join-Path $REPO_ROOT '.specify/templates/agent-file-template.md'
 
@@ -402,8 +403,9 @@ function Update-SpecificAgent {
         'kiro-cli' { Update-AgentFile -TargetFile $KIRO_FILE     -AgentName 'Kiro CLI' }
         'agy'      { Update-AgentFile -TargetFile $AGY_FILE      -AgentName 'Antigravity' }
         'bob'      { Update-AgentFile -TargetFile $BOB_FILE      -AgentName 'IBM Bob' }
+        'vibe'     { Update-AgentFile -TargetFile $VIBE_FILE     -AgentName 'Mistral Vibe' }
         'generic'  { Write-Info 'Generic agent: no predefined context file. Use the agent-specific update script for your agent.' }
-        default { Write-Err "Unknown agent type '$Type'"; Write-Err 'Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli|generic'; return $false }
+        default { Write-Err "Unknown agent type '$Type'"; Write-Err 'Expected: claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli|vibe|generic'; return $false }
     }
 }
 
@@ -426,6 +428,7 @@ function Update-AllExistingAgents {
     if (Test-Path $KIRO_FILE)     { if (-not (Update-AgentFile -TargetFile $KIRO_FILE     -AgentName 'Kiro CLI')) { $ok = $false }; $found = $true }
     if (Test-Path $AGY_FILE)      { if (-not (Update-AgentFile -TargetFile $AGY_FILE      -AgentName 'Antigravity')) { $ok = $false }; $found = $true }
     if (Test-Path $BOB_FILE)      { if (-not (Update-AgentFile -TargetFile $BOB_FILE      -AgentName 'IBM Bob')) { $ok = $false }; $found = $true }
+    if (Test-Path $VIBE_FILE)     { if (-not (Update-AgentFile -TargetFile $VIBE_FILE     -AgentName 'Mistral Vibe')) { $ok = $false }; $found = $true }
     if (-not $found) {
         Write-Info 'No existing agent files found, creating default Claude file...'
         if (-not (Update-AgentFile -TargetFile $CLAUDE_FILE -AgentName 'Claude Code')) { $ok = $false }
@@ -440,7 +443,7 @@ function Print-Summary {
     if ($NEW_FRAMEWORK) { Write-Host "  - Added framework: $NEW_FRAMEWORK" }
     if ($NEW_DB -and $NEW_DB -ne 'N/A') { Write-Host "  - Added database: $NEW_DB" }
     Write-Host ''
-    Write-Info 'Usage: ./update-agent-context.ps1 [-AgentType claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli|generic]'
+    Write-Info 'Usage: ./update-agent-context.ps1 [-AgentType claude|gemini|copilot|cursor-agent|qwen|opencode|codex|windsurf|kilocode|auggie|roo|codebuddy|amp|shai|kiro-cli|agy|bob|qodercli|vibe|generic]'
 }
 
 function Main {