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<meta charset="utf-8" />
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<body>
<header id="title-block-header">
<h1 class="title">AGENTS</h1>
</header>
<h2 id="inherited-from-helix-constitution">INHERITED FROM Helix
Constitution</h2>
<blockquote>
<p>Base agent rules live in the Helix Constitution submodule at the
parent project's <code>constitution/AGENTS.md</code> and the universal
<code>constitution/Constitution.md</code> it references. <strong>READ
THOSE FIRST.</strong> The base file is authoritative for any topic not
covered here. Module-specific rules below extend them; they never weaken
them.</p>
</blockquote>
<p>Critical universal rules every CLI agent (Claude Code, Cursor, Aider,
Codex, Gemini CLI) MUST honour while working in this module:</p>
<ul>
<li><strong>No bluffing.</strong> Every PASS carries positive evidence.
Constitution §11.4.</li>
<li><strong>Mutation-paired gates.</strong> Every new gate has a paired
mutation proving it catches regressions. Constitution §1.1.</li>
<li><strong>No guessing language</strong> (<code>likely</code>,
<code>probably</code>, <code>maybe</code>, <code>seems</code>).
Constitution §11.4.6.</li>
<li><strong>Credentials never tracked.</strong> <code>.env</code>
patterns git-ignored; runtime-load only. Constitution §11.4.10.</li>
<li><strong>Never force-push.</strong> Force-push requires explicit
per-session authorization AND a green §9.1.5 post-op gate. Constitution
§9.</li>
<li><strong>CONTINUATION.md kept in sync</strong> in every non-trivial
commit. Constitution §12.10.</li>
<li><strong>60% RAM cap.</strong> Heavy work wrapped in bounded
execution scope. Constitution §12.6.</li>
</ul>
<p>Canonical reference: <a
href="https://github.com/HelixDevelopment/HelixConstitution">https://github.com/HelixDevelopment/HelixConstitution</a></p>
<hr />
<h1 id="agentsmd--helixcode-authoritative-agent-guide">AGENTS.md —
HelixCode Authoritative Agent Guide</h1>
<blockquote>
<p><strong>Base agent rules:</strong>
<code>HelixConstitution/AGENTS.md</code> — READ IT FIRST. All rules in
<code>HelixConstitution/AGENTS.md</code> apply unconditionally. Rules
below extend them and MUST NOT weaken any inherited clause.</p>
</blockquote>
<h2 id="helixcode-agent-guidelines">HelixCode Agent Guidelines</h2>
<p><strong>Version</strong>: 3.0.0 (Updated with full architecture
audit) <strong>Date</strong>: 2026-04-30 <strong>Scope</strong>: All AI
agents, human contributors, and automated processes working on HelixCode
<strong>Authority</strong>: Derived from HelixAgent AGENTS.md with
HelixCode-specific enhancements</p>
<hr />
<h2 id="project-overview">Project Overview</h2>
<p>HelixCode is an enterprise-grade distributed AI development platform
built in Go. It enables intelligent task division, work preservation,
cross-platform development workflows, and multi-provider LLM integration
through a unified REST API, CLI, Terminal UI, Desktop, and Mobile client
architecture.</p>
<p><strong>Current Status</strong>: The <code>internal/</code>
foundation is largely solid (auth, database, server, worker, task,
workflow, tools, editor, notification, MCP, <strong>verifier</strong>
are real implementations). Critical bluff and stub areas remain in
select entry points and peripheral packages. All agents MUST prioritize
zero-bluff implementation.</p>
<p><strong>LLMsVerifier Integration Status</strong>:
<code>internal/verifier/</code> package is now implemented with REST API
client, two-tier cache, circuit breaker health monitor, background
poller, score adapter, and event publisher. BLUFF-002 (hardcoded CLI
models) and BLUFF-004 (hardcoded external models) are FIXED. BLUFF-005
(scoring ignores verifier data) is FIXED in
<code>ModelManager.SelectOptimalModel()</code>.</p>
<p><strong>Key Features</strong>:</p>
<ul>
<li><strong>Distributed Computing</strong>: SSH-based worker pools with
health monitoring, auto-installation, and consensus</li>
<li><strong>Multi-Provider LLM Integration</strong>: 15+ providers
(OpenAI, Anthropic, Gemini, Ollama, Azure, Bedrock, Groq, Mistral,
Cohere, xAI, DeepSeek, Qwen, OpenRouter, HuggingFace, Llama.cpp)</li>
<li><strong>Development Workflows</strong>: Automated planning,
building, testing, refactoring with real shell execution</li>
<li><strong>Task Management</strong>: Intelligent task division with
priorities, dependencies, checkpointing, and Redis caching</li>
<li><strong>MCP Protocol</strong>: Full Model Context Protocol server
over WebSocket with tool dispatch</li>
<li><strong>Multi-Client Architecture</strong>: REST API (Gin), Cobra
CLI, Terminal UI (tview), Desktop (Fyne), Mobile (gomobile),
WebSocket</li>
<li><strong>Memory Systems</strong>: In-memory, filesystem, Redis,
Memcached, Cognee, ChromaDB, Qdrant, Weaviate integrations</li>
<li><strong>Advanced Editor</strong>: Multi-format code editing (diff,
whole-file, search/replace, line-based) with backups</li>
<li><strong>Tools Ecosystem</strong>: 40+ tools across filesystem,
shell, web, browser, mapping, multiedit, confirmation, notebook,
git</li>
<li><strong>Notifications</strong>: Multi-channel support (Slack, Email,
Telegram, Discord, Yandex Messenger, Max)</li>
</ul>
<hr />
<h2 id="technology-stack">Technology Stack</h2>
<p><strong>Core Technologies</strong>:</p>
<ul>
<li><strong>Language</strong>: Go 1.24.0 with toolchain go1.24.9</li>
<li><strong>Module</strong>: <code>dev.helix.code</code></li>
<li><strong>HTTP Framework</strong>: Gin v1.11.0</li>
<li><strong>Authentication</strong>: JWT v4.5.2, bcrypt + argon2</li>
<li><strong>Database</strong>: PostgreSQL 15+ via pgx/v5 (optional)</li>
<li><strong>Cache</strong>: Redis 7+ via go-redis/v9 (optional)</li>
<li><strong>Configuration</strong>: Viper v1.21.0</li>
<li><strong>CLI Framework</strong>: Cobra v1.8.0</li>
<li><strong>Testing</strong>: Testify v1.11.1</li>
</ul>
<p><strong>UI Technologies</strong>:</p>
<ul>
<li><strong>Desktop</strong>: Fyne v2.7.0</li>
<li><strong>Terminal UI</strong>: tview v0.42.0</li>
<li><strong>Mobile</strong>: gomobile bindings</li>
</ul>
<p><strong>External Integrations</strong>:</p>
<ul>
<li><strong>Browser Automation</strong>: chromedp v0.14.2</li>
<li><strong>Web Scraping</strong>: goquery v1.10.3</li>
<li><strong>Tree-sitter</strong>: go-tree-sitter</li>
<li><strong>Identity</strong>: Azure SDK, AWS SDK v2</li>
<li><strong>Vector/Memory</strong>: Cognee, ChromaDB, Qdrant, Weaviate
clients</li>
<li><strong>Container Orchestration</strong>: digital.vasic.containers
(vasic-digital/Containers submodule)</li>
</ul>
<hr />
<h2 id="working-directory--build-system">Working Directory & Build
System</h2>
<p><strong>CRITICAL</strong>: All build and test commands must be run
from the <code>helix_code/</code> subdirectory, not the repository
root.</p>
<div class="sourceCode" id="cb1"><pre
class="sourceCode bash"><code class="sourceCode bash"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="bu">cd</span> HelixCode</span></code></pre></div>
<h3 id="build-commands">Build Commands</h3>
<table>
<thead>
<tr>
<th>Command</th>
<th>Purpose</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>make build</code></td>
<td>Build server binary to <code>bin/helixcode</code></td>
</tr>
<tr>
<td><code>make test</code></td>
<td>Run <code>go test -v ./...</code></td>
</tr>
<tr>
<td><code>make test-all</code></td>
<td>Run tests + coverage + benchmarks + docs</td>
</tr>
<tr>
<td><code>make test-coverage</code></td>
<td>Generate coverage report</td>
</tr>
<tr>
<td><code>make test-benchmark</code></td>
<td>Run Go benchmarks</td>
</tr>
<tr>
<td><code>make logo-assets</code></td>
<td>Generate logo assets (required before first build)</td>
</tr>
<tr>
<td><code>make setup-deps</code></td>
<td>Run <code>go mod tidy</code></td>
</tr>
<tr>
<td><code>make fmt</code></td>
<td>Run <code>go fmt ./...</code></td>
</tr>
<tr>
<td><code>make lint</code></td>
<td>Run <code>golangci-lint run ./...</code></td>
</tr>
<tr>
<td><code>make clean</code></td>
<td>Clean build artifacts</td>
</tr>
<tr>
<td><code>make dev</code></td>
<td>Start development server</td>
</tr>
<tr>
<td><code>make prod</code></td>
<td>Cross-platform production build</td>
</tr>
<tr>
<td><code>make mobile</code></td>
<td>Build iOS + Android targets</td>
</tr>
<tr>
<td><code>make aurora-os</code></td>
<td>Build Aurora OS target</td>
</tr>
<tr>
<td><code>make harmony-os</code></td>
<td>Build Harmony OS target</td>
</tr>
</tbody>
</table>
<h3 id="full-infrastructure-test-commands">Full Infrastructure Test
Commands</h3>
<table>
<thead>
<tr>
<th>Command</th>
<th>Purpose</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>make test-infra-up</code></td>
<td>Start full Docker test infrastructure</td>
</tr>
<tr>
<td><code>make test-infra-down</code></td>
<td>Stop full Docker test infrastructure</td>
</tr>
<tr>
<td><code>make test-full</code></td>
<td>ALL tests with real infrastructure (zero skips)</td>
</tr>
<tr>
<td><code>make test-unit-full</code></td>
<td>Unit tests with real services</td>
</tr>
<tr>
<td><code>make test-integration-full</code></td>
<td>Integration tests with <code>-tags=integration</code></td>
</tr>
<tr>
<td><code>make test-e2e-full</code></td>
<td>E2E challenge tests via runner</td>
</tr>
<tr>
<td><code>make test-security-full</code></td>
<td>Security test suite</td>
</tr>
<tr>
<td><code>make test-load-full</code></td>
<td>Load tests</td>
</tr>
<tr>
<td><code>make test-complete</code></td>
<td>Sequential run of all full test types</td>
</tr>
<tr>
<td><code>make coverage-full</code></td>
<td>Coverage with full infrastructure</td>
</tr>
</tbody>
</table>
<h3 id="containerized-builds-no-host-dependencies">Containerized Builds
(NO Host Dependencies)</h3>
<table>
<thead>
<tr>
<th>Command</th>
<th>Purpose</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>make container-builder-image</code></td>
<td>Build the builder container image</td>
</tr>
<tr>
<td><code>make container-build</code></td>
<td>Build application inside container</td>
</tr>
<tr>
<td><code>make container-test</code></td>
<td>Run tests inside container</td>
</tr>
<tr>
<td><code>make container-lint</code></td>
<td>Run linter inside container</td>
</tr>
<tr>
<td><code>make container-shell</code></td>
<td>Interactive shell in builder container</td>
</tr>
<tr>
<td><code>make container-dev-up</code></td>
<td>Start containerized dev environment</td>
</tr>
<tr>
<td><code>make container-dev-down</code></td>
<td>Stop containerized dev environment</td>
</tr>
<tr>
<td><code>make container-release</code></td>
<td>Full release build in container</td>
</tr>
<tr>
<td><code>./scripts/containers/build-in-container.sh</code></td>
<td>Convenience wrapper script</td>
</tr>
</tbody>
</table>
<p>The builder container includes: Go 1.24, gcc, postgresql-client,
redis, docker-cli, golangci-lint, and all build tools. The only host
requirement is Docker/Podman.</p>
<h3 id="standalone-test-scripts">Standalone Test Scripts</h3>
<table>
<thead>
<tr>
<th>Script</th>
<th>Purpose</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>./run_tests.sh --unit</code></td>
<td>Unit tests</td>
</tr>
<tr>
<td><code>./run_tests.sh --integration</code></td>
<td>Integration tests</td>
</tr>
<tr>
<td><code>./run_tests.sh --e2e</code></td>
<td>E2E tests</td>
</tr>
<tr>
<td><code>./run_tests.sh --coverage</code></td>
<td>Coverage analysis</td>
</tr>
<tr>
<td><code>./run_tests.sh --security</code></td>
<td>Security tests</td>
</tr>
<tr>
<td><code>./run_all_tests.sh</code></td>
<td>Orchestrates ALL suites sequentially</td>
</tr>
<tr>
<td><code>./run_integration_tests.sh</code></td>
<td>DB integration tests with Docker</td>
</tr>
</tbody>
</table>
<h3 id="single-test-execution">Single Test Execution</h3>
<div class="sourceCode" id="cb2"><pre
class="sourceCode bash"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a><span class="ex">go</span> test <span class="at">-v</span> <span class="at">-run</span> TestName ./path/to/package</span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a><span class="ex">go</span> test <span class="at">-v</span> <span class="at">-tags</span><span class="op">=</span>integration ./internal/database</span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="bu">cd</span> tests/e2e/challenges <span class="kw">&&</span> <span class="ex">go</span> run cmd/runner/main.go <span class="at">-challenge</span> ascii-art-generator-001 <span class="at">-providers</span> ollama</span></code></pre></div>
<hr />
<h2 id="architecture--code-organization">Architecture & Code
Organization</h2>
<pre><code>helix_code/
├── cmd/ # Application entry points
│ ├── server/main.go # HTTP server entry point
│ ├── cli/main.go # Legacy flag-based CLI client
│ ├── root.go # Cobra root command (`helix`)
│ ├── main_commands.go # `helix start`, `helix auto`
│ ├── other_commands.go # `helix server`, `helix version`, etc.
│ ├── local-llm.go # `helix local-llm` command tree
│ ├── local-llm-advanced.go # Advanced local-llm commands
│ ├── helix-config/main.go # Dedicated config management CLI
│ ├── security-test/main.go # Simulated security test runner
│ ├── security-fix/main.go # Security fix wrapper
│ ├── security-fix-standalone/main.go # Standalone security scanner
│ ├── performance-optimization/main.go # Performance optimizer
│ ├── performance-optimization-standalone/main.go # Standalone perf simulator
│ └── config-test/main.go # Config hot-reload test utility
│
├── internal/ # Internal packages (~40 packages)
│ ├── auth/ # JWT authentication, bcrypt/argon2, sessions
│ ├── llm/ # LLM provider implementations (15+ providers)
│ │ ├── providers/ # Per-provider HTTP clients
│ │ ├── compression/ # Context compression
│ │ └── vision/ # Vision/multimodal support
│ ├── provider/ # Provider abstractions
│ ├── providers/ # Provider management
│ ├── worker/ # SSH-based worker pool, health checks
│ ├── task/ # Task queues, dependencies, checkpoints
│ ├── server/ # Gin HTTP server, routes, middleware
│ ├── database/ # PostgreSQL pgx pool, schema initialization
│ ├── redis/ # go-redis wrapper with graceful degradation
│ ├── tools/ # 40+ tool ecosystem registry
│ │ ├── filesystem/ # fs_read, fs_write, fs_edit, glob, grep
│ │ ├── shell/ # shell, shell_background with sandbox
│ │ ├── web/ # web_fetch, web_search
│ │ ├── browser/ # browser_launch, browser_navigate, browser_screenshot
│ │ ├── multiedit/ # Transactional multi-file editing
│ │ └── git/ # Git automation
│ ├── editor/ # Multi-format code editing with backups
│ ├── memory/ # Memory providers (in-mem, filesystem, Redis, etc.)
│ ├── cognee/ # Cognee.ai memory integration
│ ├── context/ # Hierarchical context management with TTL
│ ├── notification/ # Multi-channel notification engine
│ ├── mcp/ # Model Context Protocol WebSocket server
│ ├── workflow/ # Development workflow execution
│ ├── config/ # Viper-based configuration management
│ ├── event/ # Pub/sub event bus
│ ├── logging/ # Structured logging wrapper
│ ├── monitoring/ # Metric collection framework
│ ├── security/ # Security scanning (stubbed)
│ ├── session/ # Development session management
│ ├── agent/ # Agent orchestration
│ ├── project/ # Project management
│ ├── rules/ # Rules engine
│ ├── hooks/ # Hook system
│ ├── focus/ # Focus chain management
│ ├── template/ # Template system
│ ├── persistence/ # State persistence
│ ├── deployment/ # Deployment management
│ ├── discovery/ # Service/model discovery
│ ├── hardware/ # Hardware abstraction
│ ├── repomap/ # Repository mapping
│ ├── version/ # Version management
│ ├── fix/ # Security fix engine
│ ├── performance/ # Performance optimization
│ ├── testutil/ # Test utilities
│ └── mocks/ # Shared mocks
│
├── applications/ # Platform-specific applications
│ ├── desktop/ # Fyne desktop app
│ ├── terminal-ui/ # tview terminal UI
│ ├── android/ # Android app
│ ├── ios/ # iOS app
│ ├── aurora-os/ # Aurora OS client
│ └── harmony-os/ # Harmony OS client
│
├── api/ # OpenAPI specification
│ └── openapi.yaml # Full REST API spec (OpenAPI 3.0.3)
│
├── config/ # Configuration files
│ ├── config.yaml # Primary application config
│ ├── production-config.yaml # Enterprise production config
│ ├── minimal-config.yaml # Minimal test config (DB/Redis disabled)
│ ├── test-config.yaml # Test-specific config
│ ├── working-config.yaml # Working variant
│ ├── azure_example.yaml # Azure-specific example
│ └── model-aliases.example.yaml# Model alias examples
│
├── tests/ # New test framework
│ ├── e2e/challenges/ # Challenge-based E2E tests
│ └── automation/ # Hardware automation tests
│
├── test/ # Legacy/parallel test suites
│ ├── integration/ # Integration tests
│ ├── e2e/ # Legacy E2E tests
│ ├── automation/ # Provider automation tests
│ └── load/ # Load tests
│
├── benchmarks/ # Performance benchmarks
├── security/ # Security tests
├── standalone_tests/ # Standalone CLI tests
├── docker/ # Docker assets and extended compose
├── scripts/ # Build and deployment scripts
└── assets/ # Logo and image assets</code></pre>
<hr />
<h2 id="verified-real-implementations">Verified Real
Implementations</h2>
<h3 id="auth-001-authentication-system-verified-real">AUTH-001:
Authentication System (VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/auth/auth.go</code> (~470
lines) <strong>Assessment</strong>: Production-ready</p>
<ul>
<li>User registration with validation</li>
<li>Password hashing with bcrypt + argon2 fallback</li>
<li>JWT token generation and verification (JWT v4)</li>
<li>Session management with crypto-random tokens</li>
<li>Constant-time comparison for timing attack prevention</li>
<li>Full test coverage in <code>internal/auth/auth_test.go</code> (~777
lines)</li>
</ul>
<h3 id="db-001-database-layer-verified-real">DB-001: Database Layer
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/database/database.go</code>
<strong>Assessment</strong>: Production-ready</p>
<ul>
<li>PostgreSQL connection pool via pgx/v5</li>
<li>Full schema initialization (users, workers, tasks, projects,
sessions, LLM providers, MCP servers, notifications, audit logs)</li>
<li><code>DatabaseInterface</code> for testability</li>
<li>Graceful degradation when host is empty</li>
</ul>
<h3 id="srv-001-http-server-verified-real">SRV-001: HTTP Server
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/server/server.go</code>
<strong>Assessment</strong>: Production-ready</p>
<ul>
<li>Gin-based server with 50+ routes across <code>/api/v1/</code></li>
<li>JWT auth middleware, CORS, security headers</li>
<li>WebSocket endpoint for MCP</li>
<li>Health check with DB + Redis validation</li>
<li>Graceful shutdown (30s timeout)</li>
</ul>
<h3 id="llm-001-llm-providers-verified-real">LLM-001: LLM Providers
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/llm/</code> (~5000+ lines
across providers) <strong>Assessment</strong>: Real HTTP clients</p>
<ul>
<li><code>AnthropicProvider</code> (~752 lines): Full SSE streaming,
prompt caching, extended thinking, tool calls</li>
<li><code>OpenAIProvider</code> (~431+ lines): Full HTTP API client</li>
<li><code>ModelManager</code>: Multi-provider orchestration, selection
strategy, fallback chain</li>
<li>16 provider subdirectories with real HTTP implementations</li>
<li><strong>Note</strong>: The <code>internal/llm/</code> package is
genuine. Bluff areas are at <code>cmd/cli/main.go</code> only.</li>
</ul>
<h3 id="wrk-001-worker-pool-verified-real">WRK-001: Worker Pool
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/worker/</code> (~800+ lines)
<strong>Assessment</strong>: Real distributed worker management</p>
<ul>
<li><code>WorkerManager</code>: Register, heartbeat, assign tasks,
complete tasks</li>
<li>SSH config parsing, capability matching, resource tracking</li>
<li>Health checks with TTL</li>
</ul>
<h3 id="tsk-001-task-management-verified-real">TSK-001: Task Management
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/task/</code> (~1000+ lines)
<strong>Assessment</strong>: Real task lifecycle</p>
<ul>
<li>Priority queues, dependency validation, checkpointing</li>
<li>Redis caching with graceful degradation</li>
<li>Retry logic and cleanup</li>
</ul>
<h3 id="wfl-001-workflow-engine-verified-real">WFL-001: Workflow Engine
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/workflow/</code> (~1100+ lines)
<strong>Assessment</strong>: Real shell execution</p>
<ul>
<li><code>Executor</code> dispatches to real
<code>exec.CommandContext()</code> calls</li>
<li>Security filtering via <code>isDangerousCommand()</code> (rm, dd,
mkfs, fork bombs, etc.)</li>
<li>LLM integration with real <code>LLMRequest</code></li>
<li>Supports Go, Node, Python, Rust project types</li>
</ul>
<h3 id="too-001-tools-ecosystem-verified-real">TOO-001: Tools Ecosystem
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/tools/</code> (~2000+ lines)
<strong>Assessment</strong>: Real tool registry</p>
<ul>
<li>8 categories: filesystem, shell, web, browser, mapping, multiedit,
confirmation, notebook</li>
<li>Real chromedp browser automation</li>
<li>Transactional multi-file editing</li>
</ul>
<h3 id="edt-001-code-editor-verified-real">EDT-001: Code Editor
(VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/editor/</code> (~600+ lines)
<strong>Assessment</strong>: Real file I/O</p>
<ul>
<li>Diff, whole-file, search/replace, line-based editors</li>
<li>Automatic file backup with <code>io.Copy</code></li>
<li><code>EditApplier</code> / <code>EditValidator</code>
interfaces</li>
</ul>
<h3 id="not-001-notification-engine-verified-real">NOT-001: Notification
Engine (VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/notification/</code> (~800+
lines) <strong>Assessment</strong>: Real HTTP/SMTP calls</p>
<ul>
<li>Slack (webhook HTTP POST), Email (SMTP via <code>net/smtp</code>),
Telegram (Bot API), Discord (webhook)</li>
<li>Yandex Messenger (OAuth API), Max (enterprise API)</li>
<li>Rate limiting, retry, queue, metrics</li>
</ul>
<h3 id="mcp-001-mcp-protocol-server-verified-real">MCP-001: MCP Protocol
Server (VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/mcp/</code> (~400+ lines)
<strong>Assessment</strong>: Real WebSocket server</p>
<ul>
<li>gorilla/websocket concurrent session handling</li>
<li>JSON-RPC-like message format</li>
<li>Tool execution dispatch</li>
</ul>
<h3 id="cfg-001-configuration-management-verified-real">CFG-001:
Configuration Management (VERIFIED REAL)</h3>
<p><strong>File</strong>: <code>internal/config/</code> (~1700+ lines)
<strong>Assessment</strong>: Full Viper integration</p>
<ul>
<li>Environment variable binding (<code>HELIX_*</code>)</li>
<li>Config file search (<code>.</code>, <code>$HOME/.helixcode</code>,
<code>/etc/helixcode</code>)</li>
<li>Validation rules, default config creation</li>
<li><code>ConfigManager</code> for load/save/merge</li>
</ul>
<h3 id="qa-001-helixqa-integration-verified-real">QA-001: HelixQA
Integration (VERIFIED REAL)</h3>
<p><strong>Files</strong>: <code>internal/helixqa/</code>,
<code>internal/server/qa_handlers.go</code>,
<code>applications/terminal-ui/main.go</code>
<strong>Assessment</strong>: Full embedded QA engine with real session
lifecycle</p>
<ul>
<li><code>Engine</code> struct manages QA sessions with map +
sync.RWMutex</li>
<li><code>StartSession()</code>, <code>CancelSession()</code>,
<code>GetSession()</code>, <code>ListSessions()</code> with real state
tracking</li>
<li>REST API: <code>POST /api/v1/qa/session</code>,
<code>GET /api/v1/qa/session/:id/status</code>,
<code>GET /api/v1/qa/session/:id/report</code>,
<code>GET /api/v1/qa/session/:id/screenshot/:name</code>,
<code>DELETE /api/v1/qa/session/:id</code></li>
<li>CLI flags: <code>--qa-run</code>, <code>--qa-list</code>,
<code>--qa-report</code>, <code>--qa-screenshot</code>,
<code>--qa-cancel</code></li>
<li>TUI dashboard with session table, stats panel, refresh/cancel
actions</li>
<li>Screenshot pipeline: 8 platform engines (Linux, Web, iOS, Android,
CLI, TUI, macOS, Windows)</li>
<li>Tests: <code>internal/helixqa/wrapper_test.go</code>,
<code>internal/server/qa_handlers_test.go</code>,
<code>pkg/screenshot/*_test.go</code></li>
</ul>
<hr />
<h2 id="verified-bluff--stub-areas-must-fix">Verified Bluff & Stub
Areas (MUST FIX)</h2>
<h3
id="bluff-001-llm-generation-is-simulated-in-legacy-cli-critical--fixed">BLUFF-001:
LLM Generation is Simulated in Legacy CLI (CRITICAL) — FIXED</h3>
<p><strong>File</strong>: <code>cmd/cli/main.go</code> lines ~236-284
<strong>Evidence</strong>: Previously returned
<code>fmt.Sprintf("Generated response for: %s...", prompt)</code>
without calling any provider. <strong>Fix</strong>:
<code>handleGenerate()</code> now constructs a real
<code>llm.LLMRequest</code> with user messages and calls
<code>provider.Generate()</code> /
<code>provider.GenerateStream()</code>. Errors are propagated to the
user if the provider is unavailable. <strong>Verification</strong>:
<code>go build -tags nogui ./cmd/cli/</code> compiles; provider call is
real (returns error if Ollama/etc. is not running). <strong>Fix
Priority</strong>: P0 — RESOLVED</p>
<h3
id="bluff-002-model-listing-is-hardcoded-in-legacy-cli-critical--fixed">BLUFF-002:
Model Listing is Hardcoded in Legacy CLI (CRITICAL) — FIXED</h3>
<p><strong>File</strong>: <code>cmd/cli/main.go</code> lines ~101-128
<strong>Evidence</strong>: Previously only 3 hardcoded models. No
dynamic discovery. <strong>Fix</strong>: Replaced with verifier-aware
<code>handleListModels()</code> that queries LLMsVerifier adapter first,
falls back to provider discovery, then to constitutional
<code>FallbackModels</code> (7 models with scores and verification
status). <strong>Verification</strong>:
<code>go test -v ./internal/verifier/...</code> passes;
<code>go build ./cmd/cli/...</code> compiles. <strong>Fix
Priority</strong>: P0 — RESOLVED</p>
<h3
id="bluff-003-command-execution-is-simulated-in-legacy-cli-high--fixed">BLUFF-003:
Command Execution is Simulated in Legacy CLI (HIGH) — FIXED</h3>
<p><strong>File</strong>: <code>cmd/cli/main.go</code> lines ~310-324
<strong>Evidence</strong>: Previously printed the command and slept for
1 second without executing anything. <strong>Fix</strong>:
<code>handleCommand()</code> uses
<code>exec.CommandContext(ctx, "sh", "-c", command)</code> with real
<code>os.Stdout</code>/<code>os.Stderr</code> redirection. Exit codes
are reported. <strong>Verification</strong>:
<code>go build -tags nogui ./cmd/cli/</code> compiles. <strong>Fix
Priority</strong>: P0 — RESOLVED</p>
<h3 id="stub-001-security-scanning-is-simulated">STUB-001: Security
Scanning is Simulated</h3>
<p><strong>File</strong>: <code>internal/security/security.go</code>
(~132 lines) <strong>Evidence</strong>: <code>ScanFeature()</code>
contains explicit "Simulate security scanning logic" comment. Always
returns <code>Success=true, Score=95</code> with empty issues.
<strong>Fix Priority</strong>: P1</p>
<h3
id="stub-002-memory-redismemcached-providers-store-locally">STUB-002:
Memory Redis/Memcached Providers Store Locally</h3>
<p><strong>File</strong>: <code>internal/memory/</code> (~1800+ lines)
<strong>Evidence</strong>: <code>RedisMemoryProvider</code> and
<code>MemcachedMemoryProvider</code> store data in local maps with
comments like "Redis client would be used in production." Connection
config is parsed but not used. <strong>Fix Priority</strong>: P2</p>
<h3
id="stub-003-security-test-entry-point-is-entirely-simulated">STUB-003:
Security-Test Entry Point is Entirely Simulated</h3>
<p><strong>File</strong>: <code>cmd/security-test/main.go</code>
<strong>Evidence</strong>: Hardcoded list of 12 simulated security
tests. <code>simulateSecurityScan()</code> returns pre-canned issue
lists per category. <strong>Fix Priority</strong>: P2</p>
<h3 id="stub-004-several-helix-subcommands-are-print-only">STUB-004:
Several <code>helix</code> Subcommands are Print-Only</h3>
<p><strong>File</strong>: <code>cmd/other_commands.go</code>
<strong>Evidence</strong>: <code>server</code>, <code>generate</code>,
<code>test</code>, <code>worker</code>, <code>notify</code> commands are
stubbed (print placeholder messages). <strong>Fix Priority</strong>:
P2</p>
<h3
id="stub-005-several-helix-config-subcommands-are-placeholders">STUB-005:
Several <code>helix-config</code> Subcommands are Placeholders</h3>
<p><strong>File</strong>: <code>cmd/helix-config/main.go</code>
<strong>Evidence</strong>: Many template/history/schema subcommands
print placeholder messages. <strong>Fix Priority</strong>: P3</p>
<h3
id="bluff-004-llmsverifier-integration-is-stubbed-or-bypassed-critical">BLUFF-004:
LLMsVerifier Integration is Stubbed or Bypassed (CRITICAL)</h3>
<p><strong>File Pattern</strong>: <code>internal/verifier/*.go</code>
containing empty structs, <code>// TODO</code>, or methods that return
hardcoded data instead of calling the verifier.
<strong>Evidence</strong>:</p>
<ul>
<li><code>VerificationService</code> methods return hardcoded
<code>VerificationResult{OverallScore: 8.5}</code> instead of querying
the verifier database</li>
<li><code>ModelDiscoveryService</code> returns an empty slice instead of
calling provider APIs</li>
<li>The verifier client returns fallback models without attempting a
real HTTP call <strong>Fix Priority</strong>: P0 - Immediate
<strong>Verification Command</strong>:</li>
</ul>
<div class="sourceCode" id="cb4"><pre
class="sourceCode bash"><code class="sourceCode bash"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">make</span> test-verifier-integration</span>
<span id="cb4-2"><a href="#cb4-2" aria-hidden="true" tabindex="-1"></a><span class="co"># This MUST pass with real verifier data, not mocked scores</span></span></code></pre></div>
<h3
id="bluff-005-provider-discovery-uses-hardcoded-env-var-names-high">BLUFF-005:
Provider Discovery Uses Hardcoded Env Var Names (HIGH)</h3>
<p><strong>File Pattern</strong>:
<code>internal/verifier/startup.go</code> or provider adapter files
containing hardcoded strings like <code>"OPENAI_API_KEY"</code> without
checking <code>SupportedProviders[provider].EnvVars</code>. <strong>Fix
Priority</strong>: P1 - High</p>
<h3 id="bluff-006-model-capabilities-are-hardcoded-high">BLUFF-006:
Model Capabilities Are Hardcoded (HIGH)</h3>
<p><strong>File Pattern</strong>: <code>internal/llm/*.go</code>
containing <code>SupportsToolUse: true</code> as a struct literal for
specific models, or <code>Provider.GetCapabilities()</code> returning a
static slice. <strong>Fix Priority</strong>: P1 - High
<strong>Constitutional Impact</strong>: Violates CONST-041
(MCP/LSP/ACP/Embedding/RAG/Skills/Plugins Integration Mandate).</p>
<h3
id="bluff-007-test-claims-integration-but-uses-mocked-verifier-critical">BLUFF-007:
Test Claims Integration But Uses Mocked Verifier (CRITICAL)</h3>
<p><strong>File Pattern</strong>: <code>*_test.go</code> files with
<code>testify/mock</code> or <code>testMode: true</code> in non-unit
test files. <strong>Fix Priority</strong>: P0 - Immediate
<strong>Constitutional Impact</strong>: Violates CONST-038 (Model
Provider Anti-Bluff Guarantee) and CONST-035 (Zero-Bluff Testing).</p>
<h3 id="bluff-008-scoring-weights-do-not-sum-to-10-medium">BLUFF-008:
Scoring Weights Do Not Sum to 1.0 (MEDIUM)</h3>
<p><strong>File Pattern</strong>: <code>configs/verifier.yaml</code> or
<code>internal/verifier/config.go</code> where scoring weights are
misconfigured. <strong>Fix Priority</strong>: P2 - Medium</p>
<h3
id="bluff-009-metrics-endpoint-returns-hardcoded-zeros-critical--fixed">BLUFF-009:
<code>/metrics</code> Endpoint Returns Hardcoded Zeros (CRITICAL) —
FIXED</h3>
<p><strong>File</strong>: <code>internal/server/handlers.go</code> lines
~834-855 <strong>Evidence</strong>: All dynamic metrics (goroutines,
memory, database connections) were hardcoded to <code>0</code>.
<strong>Fix</strong>: <code>getMetrics()</code> now calls
<code>runtime.ReadMemStats()</code>,
<code>runtime.NumGoroutine()</code>, and <code>s.db.Pool.Stat()</code>
to return real values. <strong>Fix Priority</strong>: P0 — RESOLVED</p>
<h3
id="bluff-010-multi-edit-conflict-detection-is-a-no-op-high--fixed">BLUFF-010: