Rigour

Your AI agent just tried to commit an AWS secret. Rigour blocked it in <100ms.

Try it now (zero config)

npx rigour-scan

Works on any repo. No init, no config, no setup. Instant results in your terminal:

  HARDCODED SECRET DETECTED
  AWS_SECRET_ACCESS_KEY found in src/config.ts:23

  + 22 more violations across 847 files (2.1s)

  Score        ████░░░░░░░░░░░░░░░░  34/100
  AI Health    ███░░░░░░░░░░░░░░░░░░  28/100

  Gates:  ✅ file-size  ❌ security  ❌ ast  ✅ deps

  Brain: learned 12 patterns · trend: improving ↑

Add to your AI IDE (30 seconds)

{ "mcpServers": { "rigour": { "command": "npx", "args": ["-y", "@rigour-labs/mcp"] } } }

| IDE / Agent | MCP Tools | Live Dashboard | Real-Time Feed | |---|---|---|---| | Claude Desktop | ✅ | ✅ MCP App | ✅ Logging | | VS Code Copilot | ✅ | ✅ MCP App | ✅ Logging | | ChatGPT | ✅ | ✅ MCP App | ✅ Logging | | Goose | ✅ | ✅ MCP App | ✅ Logging | | Claude Code | ✅ | — | ✅ Logging | | Cursor | ✅ | — | ✅ Logging | | Cline | ✅ | — | ✅ Logging | | Windsurf | ✅ | — | ✅ Logging | | Codex | ✅ | — | ✅ Logging |

Live governance dashboard (MCP App)

In supported editors, a real-time dashboard appears automatically as your agent works:

┌─ Rigour Governance ──────────────────────────┐
│  Score: 94/100  ✅ PASS                      │
│                                               │
│  14:32:01  rigour_check → FAIL (34/100)       │
│  14:32:03  fix_packet → 8 fixes               │
│  14:32:15  rigour_check → 71/100 (+37)        │
│  14:32:22  rigour_check → ✅ PASS 94/100      │
│                                               │
│  Brain: 47 patterns · trend: improving ↑      │
└───────────────────────────────────────────────┘

No extra commands. The dashboard appears when the agent calls Rigour tools. Watch your agent self-heal in real time.

What it catches

| Category | Gates | |---|---| | Security | Hardcoded secrets (29+ patterns), SQL injection, XSS, CSRF, prototype pollution, Shannon entropy | | Structural | File size, cyclomatic complexity, method count, parameter count, nesting depth, TODO/FIXME | | AI Drift | Hallucinated imports, phantom APIs, context drift, retry loop detection | | Governance | Agent team isolation, checkpoint supervision, memory DLP |

AST-based. Not heuristics. TypeScript, JavaScript, Python, Go, Ruby, C#, Java, Kotlin, Rust.

How it works

Agent writes code → Rigour gates fire → FAIL? → Fix Packet (JSON)
                                           ↓
                                    Agent reads exact instructions
                                           ↓
                                    Agent fixes → PASS ✓

No human in the loop. The agent gets told exactly what's wrong, on which line, and how to fix it — in JSON it can consume.

The Brain — learns your codebase

Every scan reinforces patterns. Patterns decay when absent. At strength: 0.9, they promote to hard rules. Your project's own immune system — trained locally, zero telemetry.

First week:  catches 12 violations
First month: catches 8 violations  ← learning your patterns
Third month: catches 3 violations  ← your agents have adapted

How it's different

| | Rigour | ESLint | Cloud tools | |---|---|---|---| | Runs locally, zero telemetry | ✅ | ✅ | ❌ | | Learns YOUR codebase (Brain) | ✅ | ❌ | ❌ | | Agent self-healing (Fix Packets) | ✅ | ❌ | ❌ | | Works offline (GGUF sidecar) | ✅ | ✅ | ❌ | | AI-native drift detection | ✅ | ❌ | ❌ | | MCP-native (26 tools) | ✅ | ❌ | ❌ |

Used in production

• 19,000+ total installs across CLI and MCP
• Organically forked by Alibaba iFlow
• OWASP project — listed
• Cursor MCP directory — listed
• Zero false positives on 202-finding production audit

Quick reference

npx rigour-scan                              # zero-config scan
npx @rigour-labs/cli init                    # add gates to your project
npx @rigour-labs/cli check                   # run gates
npx @rigour-labs/cli check --deep            # + local AI analysis
npx @rigour-labs/cli check --deep --provider claude -k sk-ant-xxx  # cloud AI
npx @rigour-labs/cli studio                  # monitoring dashboard

Architecture

| Package | Purpose | |---|---| | @rigour-labs/core | Gate engine, AST analysis, Fix Packets, Brain | | @rigour-labs/cli | init, check, scan, run, studio | | @rigour-labs/mcp | MCP server — 26 tools for agent integration | | rigour-scan | Zero-config shortcut: npx rigour-scan |

Stack: TypeScript strict, web-tree-sitter, Zod, Vitest.

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Full docs | Technical Spec | Philosophy

MIT © Rigour Labs — Built by Ashutosh

If Rigour caught something real in your codebase — tell us.