docs: update descriptions for v1.5 features (loop, conductor, snapshot)

- Update package.json description with loop/watch, conductor, snapshot, preflight
- Add Loop/Watch CLI section to README with usage examples
- Add conductor and loop/watch to README features list
- Add loop command to CLAUDE.md
- Add 3 feature cards to GitHub Pages site (conductor, loop/watch, snapshot)
- Update site meta descriptions

Author: StackMemory Bot (CLI)

CLAUDE.md

@@ -63,6 +63,7 @@ stackmemory snapshot save  # Post-run context snapshot (alias: snap)
 stackmemory snapshot list  # List recent snapshots
 stackmemory preflight      # File overlap check for parallel tasks (alias: pf)
 stackmemory conductor start  # Autonomous Linear→worktree→agent orchestrator
+stackmemory loop "<cmd>" --until "<pattern>"  # Poll until condition met (alias: watch)
 ```
 
 ## Working Directory

README.md

@@ -24,7 +24,8 @@ StackMemory is a **production-ready memory runtime** for AI coding tools that pr
 - **Automatic hooks** for task tracking, Linear sync, and spec progress
 - **Snapshot capture** — post-run context snapshots for session handoff (`snapshot save`)
 - **Pre-flight overlap check** — predict file conflicts before parallel task dispatch (`preflight`)
-- **Conductor orchestrator** — polls Linear, creates worktrees, spawns agents with bounded concurrency
+- **Conductor orchestrator** — polls Linear, creates worktrees, spawns agents with bounded concurrency and auto team detection
+- **Loop/Watch command** — poll any shell command until a condition is met (monitor CI, deploys, logs)
 - **Memory monitor daemon** with automatic capture/clear on RAM pressure
 - **Auto-save service** for periodic context persistence
 - **Comprehensive test coverage** across all core modules
@@ -68,6 +69,8 @@ Tools forget decisions and constraints between sessions. StackMemory makes conte
 - **Safe branches**: worktree isolation with `--worktree` or `-w`
 - **Snapshot**: post-run context capture — records what changed, commits, and decisions (`stackmemory snapshot`)
 - **Pre-flight check**: file overlap prediction before parallel task dispatch (`stackmemory preflight`)
+- **Loop/Watch**: poll shell commands until conditions are met — monitor CI, deploys, logs (`stackmemory loop`)
+- **Conductor**: autonomous orchestrator — polls Linear, creates worktrees, spawns agents with auto team detection
 - **Persistent context**: frames, anchors, decisions, retrieval
 - **Integrations**: Linear (API key + OAuth), DiffMem, Browser MCP, log-mcp (log analysis)
 
@@ -389,6 +392,26 @@ stackmemory pf "auth work" "db migration" -f "task1:src/auth.ts;task2:src/db.ts"
 stackmemory pf "task A" "task B" "task C" --json
 ```
 
+### Loop / Watch (`loop` / `watch`)
+
+Poll a shell command until a condition is met. Useful for monitoring CI runs, deploy logs, inboxes, or any external state.
+
+```bash
+# Monitor GitHub Actions until complete
+stackmemory loop "gh run view <id> --json status -q .status" --until "completed"
+
+# Watch deploy logs for success
+stackmemory watch "railway logs --latest" --until "deployed" -i 5s
+
+# Wait for health check to pass
+stackmemory loop "curl -s http://localhost:3000/health" --until "ok" -i 3s -t 5m
+
+# JSON output for programmatic use
+stackmemory loop "gh pr checks 42 --json state -q '.[0].state'" --until "SUCCESS" --json
+```
+
+Options: `--until`, `--until-not`, `--until-empty`, `--until-non-empty`, `--until-exit`, `-i/--interval` (default 10s), `-t/--timeout` (default 30m), `--json`, `-q/--quiet`
+
 ---
 
 ## Documentation

package.json

@@ -1,7 +1,7 @@
 {
   "name": "@stackmemoryai/stackmemory",
   "version": "1.5.2",
-  "description": "Project-scoped memory for AI coding tools. Durable context across sessions with 56 MCP tools, FTS5 search, Claude/Codex/OpenCode wrappers, Linear sync, automatic hooks, and log analysis.",
+  "description": "Lossless, project-scoped memory for AI coding tools. Durable context across sessions with 56 MCP tools, FTS5 search, conductor orchestrator, loop/watch monitoring, snapshot capture, pre-flight overlap checks, Claude/Codex/OpenCode wrappers, Linear sync, and automatic hooks.",
   "engines": {
     "node": ">=20.0.0",
     "npm": ">=10.0.0"

site/index.html

@@ -4,12 +4,12 @@
   <meta charset="UTF-8">
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   <title>StackMemory — Lossless memory for AI coding tools</title>
-  <meta name="description" content="Lossless, project-scoped memory for AI coding tools. Durable context across sessions with MCP tools, FTS5 search, Linear sync, and automatic hooks.">
+  <meta name="description" content="Lossless, project-scoped memory for AI coding tools. Durable context across sessions with 56 MCP tools, FTS5 search, conductor orchestrator, loop/watch monitoring, snapshot capture, Linear sync, and automatic hooks.">
 
   <!-- Open Graph -->
   <meta property="og:type" content="website">
   <meta property="og:title" content="StackMemory — Lossless memory for AI coding tools">
-  <meta property="og:description" content="Project-scoped memory runtime that preserves full context across sessions. 56 MCP tools, FTS5 search, Linear sync, Claude/Codex/OpenCode wrappers.">
+  <meta property="og:description" content="Lossless memory runtime that preserves full context across sessions. 56 MCP tools, FTS5 search, conductor orchestrator, loop/watch monitoring, Linear sync, Claude/Codex/OpenCode wrappers.">
   <meta property="og:url" content="https://stackmemoryai.github.io/stackmemory/">
   <meta property="og:image" content="https://stackmemoryai.github.io/stackmemory/og-image.png">
   <meta property="og:site_name" content="StackMemory">
@@ -138,6 +138,18 @@ <h3 class="font-semibold text-sm">Wrapper Scripts</h3>
           <h3 class="font-semibold text-sm">Skills System</h3>
           <p class="mt-2 text-sm text-neutral-600 dark:text-neutral-400 leading-relaxed"><code class="bg-neutral-100 dark:bg-neutral-800 px-1 rounded text-xs">/spec</code> for iterative specs, <code class="bg-neutral-100 dark:bg-neutral-800 px-1 rounded text-xs">/linear-run</code> for task execution via RLM orchestration.</p>
         </div>
+        <div class="p-5 rounded-lg border border-neutral-200 dark:border-neutral-800">
+          <h3 class="font-semibold text-sm">Conductor Orchestrator</h3>
+          <p class="mt-2 text-sm text-neutral-600 dark:text-neutral-400 leading-relaxed">Polls Linear for tasks, creates git worktrees, spawns agents with bounded concurrency and auto team detection.</p>
+        </div>
+        <div class="p-5 rounded-lg border border-neutral-200 dark:border-neutral-800">
+          <h3 class="font-semibold text-sm">Loop / Watch</h3>
+          <p class="mt-2 text-sm text-neutral-600 dark:text-neutral-400 leading-relaxed">Poll any shell command until a condition is met. Monitor CI runs, deploy logs, inboxes, and external state with <code class="bg-neutral-100 dark:bg-neutral-800 px-1 rounded text-xs">stackmemory loop</code>.</p>
+        </div>
+        <div class="p-5 rounded-lg border border-neutral-200 dark:border-neutral-800">
+          <h3 class="font-semibold text-sm">Snapshot &amp; Pre-flight</h3>
+          <p class="mt-2 text-sm text-neutral-600 dark:text-neutral-400 leading-relaxed">Capture post-run context snapshots for session handoff. Pre-flight checks predict file overlaps before parallel task dispatch.</p>
+        </div>
       </div>
     </section>