Skip to content
KitploitKITPLOIT
ToolsBlog
Submit
ToolsBlog
Submit

Hacking, PenTest, and Cybersecurity Tools for Your Security Arsenal!

Kitploit is a directory of hacking, cybersecurity, and pentesting tools. Discover the latest project updates to find vulnerabilities, analyze systems, automate testing, and strengthen your security.

··Feeds·Contact·Privacy·© 2026 Kitploit

Tool Directory

Categories

View all categories
Loading categories
synaptic-sentinel — The vibe-coding security sentinel. Apache-2.0 agentic security toolkit for AI-assisted projects: 5 deterministic scouts + LLM Brain Layer (BYOK Anthropic), in the IDE and CI. | Kitploit
Tools/GitHubGitHub/golab-arch/synaptic-sentinel
Static AnalysisVulnerability ScannersCode AnalysisDevSecOpsSecret DetectionSupply Chain SecurityMisconfigurationLearning & EducationAI Security
GitHubgolab-arch/synaptic-sentinel

synaptic-sentinel

The vibe-coding security sentinel. Apache-2.0 agentic security toolkit for AI-assisted projects: 5 deterministic scouts + LLM Brain Layer (BYOK Anthropic), in the IDE and CI.

61 month agoNot yet reviewed

Most Popular

View all →

Discover the most used tools by our community.

Explore all tools

Browse our collection of tools

View all tools →
Share
View RepositoryWebsite

SYNAPTIC Sentinel

The vibe-coding security sentinel. An Apache-2.0 agentic security toolkit for projects where most of the code is written by AI. Five deterministic scouts catch the syntactic problems; a Brain Layer (BYOK Anthropic) decides what really matters and how to fix it — all inside the IDE.

SYNAPTIC Sentinel audits a project inside the client's perimeter — your code never leaves your machine — and produces inline findings for the developer plus an audit tome (evidence package) for compliance and CI.

Third product in the SYNAPTIC family, sibling of SYNAPTIC Expert.

Status

Visual Studio Marketplace Version Visual Studio Marketplace Installs License: Apache-2.0 Ask DeepWiki

🚀 Live on the Visual Studio Marketplace — RealGoLab.synaptic-sentinel (v0.3.3, Apache-2.0).

🚧 Active development (pre-1.0). Operational: the Scout Layer (5 scanners), the Coordinator, the reporters (JSON/HTML/SARIF tome), the CLI, and the VSCode extension; the Brain Layer with 3 agents (Triage / Context / Remediation, BYOK multi-provider). All packages under Apache-2.0 — no premium tier, no proprietary gating.

Install in VSCode:

root@kitploit:~
code --install-extension RealGoLab.synaptic-sentinel

How it works

  • Scout Layer (deterministic, parallel) — five auditors that run as local processes and normalize their findings: OpenGrep (SAST, 17 curated rules with taint-flow), Gitleaks (secrets), Trivy (SCA), Checkov (IaC), and Vibe-Detect (anti-patterns specific to AI-generated code).
  • Coordinator — orchestrates the scouts with a per-scout kill-switch, deduplicates findings, and persists them in colony.db.
  • Brain Layer (LLM, BYOK Anthropic) — agents that triage, contextualize, and propose remediation for findings. Your Anthropic API key goes directly to the model; there is no Synaptic backend.
  • Memory of the swarm — patterns the Brain Layer has classified with strong evidence are pre-resolved on subsequent scans without spending an LLM token.
  • Surfaces — a CLI and a VSCode extension (primary surface).

What makes it the vibe-coding security sentinel

  • Vibe-Detect scout — a built-in scout dedicated to anti-patterns specific to AI-generated code: hallucinated APIs, plausible-looking but broken control flow, sycophantic comments, unbounded eval-of-user-input patterns. Native TypeScript, runs offline, no binary required.
  • Taint analysis tuned for AI-assisted code — request.* / req.* / sys.argv / os.environ followed to dangerous sinks (exec, innerHTML, cursor.execute, open), with the sanitizers an LLM-coded project will actually use (DOMPurify, escapeHtml, secure_filename, os.path.basename).
  • LLM-driven triage — when a scout fires, the Brain Layer decides if the finding is a true positive in this codebase, not just a textbook pattern match. Three agents, three perspectives: (true / false / inconclusive), (entry → propagation → sink → exposure), (concrete fix + code snippet).

Monorepo structure

Requirements

  • Node.js ≥ 20
  • pnpm ≥ 10

Quickstart

root@kitploit:~
pnpm install              # install dependencies and link workspaces
pnpm scanners:install     # download the OSS scanner binaries
pnpm build                # build packages + bundle the extension
node packages/cli/dist/index.js scan --path /path/to/your/project

Full installation and usage guide: ONBOARDING.md.

Development

root@kitploit:~
pnpm build       # tsc -b (project references) + extension bundle
pnpm test        # full Vitest suite (unit + integration)
pnpm test:unit   # unit tests only (fast)
pnpm lint        # ESLint (flat config + typescript-eslint)
pnpm typecheck   # type check
pnpm format      # Prettier
pnpm verify      # per-cycle gate: format:check + lint + build + test:unit

Privacy and data flow

  • Your code never leaves your machine for the deterministic scans. The 5 scouts run locally as child processes.
  • For the Brain Layer (optional), each finding's snippet goes directly to Anthropic — no proxy, no middleman, no Synaptic backend. BYOK.
  • The audit memory (colony.db) lives in your repo's .sentinel/ directory (alongside agents.yaml). You decide whether to commit it. Repos from v0.3.5 or earlier: the legacy .synaptic-sentinel/colony.db is still read (dual-read, no auto-migration to avoid data loss).

Documentation

  • ONBOARDING.md — installation, CLI and extension usage
  • docs/colony-db.md — the pheromone database
  • .synaptic/DESIGN_DOC.md — design and decisions log
  • context/Synaptic_Sentinel_v0.4.md — master design document

License

All packages are licensed under Apache License 2.0 — see LICENSE.

© 2026 GoLab SpA.

Download Tool
Triage
Context
Remediation
  • CI-native — SARIF 2.1.0 export for GitHub Code Scanning / Azure DevOps; scan --fail-on <severity> turns the scan into a CI gate (exit code 2 above threshold).
  • PackageLicenseDescription
    packages/sharedApache-2.0Common utilities
    packages/coreApache-2.0Coordinator, colony.db, types (zod)
    packages/scoutsApache-2.0ScoutAgent contract + the 5 scouts
    packages/reportersApache-2.0Tome model + JSON/HTML/SARIF export
    packages/cliApache-2.0The synaptic-sentinel CLI
    packages/vscode-extensionApache-2.0VSCode extension (thin shell, spawn-CLI architecture)
    packages/agentsApache-2.0Brain Layer — LLM agents (Triage / Context / Remediation)