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inject-radar

Zero-dependency, local-first prompt-injection scanner and CI gate for LLM apps.

How inject-radar works

inject-radar inspects untrusted text before it reaches your model and returns an explainable 0–100 risk score with per-finding reasons. It runs entirely locally — no API keys, no network calls, no LLM, no dependencies — so it is safe to drop into request hot-paths and CI pipelines.

It detects more than keyword matches. Attackers commonly hide trigger phrases with zero-width characters, homoglyphs (Cyrillic/Greek look-alikes), and base64 smugglinginject-radar normalizes and decodes these before matching, so ig​no‌re prevіоus instructions is caught just like the plain text.

Why

Most prompt-injection tooling either needs an LLM/vector DB to run (adding cost, latency, and a second attack surface) or only generates attacks for red-teaming. inject-radar is the small, deterministic, dependency-free piece you actually want inline: fast, auditable, and easy to gate a build on.

Install

npm install inject-radar
# or run the CLI without installing:
npx inject-radar --help

Requires Node.js >= 18. Pure ESM.

Library usage

import { scan } from 'inject-radar';

const result = scan(userSuppliedText);
// {
//   score: 100,
//   risk: 'critical',
//   findings: [ { ruleId, category, severity, snippet, description, ... } ],
//   stats: { zeroWidth, homoglyphs, base64Decoded }
// }

if (result.risk === 'high' || result.risk === 'critical') {
  throw new Error('blocked: likely prompt injection');
}

Risk bands

score risk
0 none
1–19 low
20–39 medium
40–69 high
70–100 critical

What it detects

  • instruction-override — "ignore all previous instructions", "new instructions:"
  • jailbreak — DAN / unrestricted personas, "developer mode", role-play escapes
  • refusal-suppression — "never refuse", "bypass your safety filters"
  • system-prompt-leak — "reveal your system prompt", "repeat the text above"
  • exfiltration — "send the api key to https://…", embed secrets in the reply
  • code-executionrm -rf, curl … | sh, os.system, eval(
  • delimiter-injection<|im_start|>system, </system>, fake role tags
  • obfuscation — zero-width chars, homoglyphs, base64-smuggled payloads

CLI usage

# scan a file
inject-radar user_prompt.txt

# pipe from stdin
echo "ignore all previous instructions" | inject-radar

# machine-readable output
inject-radar prompt.txt --json

# use as a CI gate: exit 1 when score >= threshold
inject-radar prompt.txt --threshold 40
option description
--threshold <n> Exit 1 when score >= n (default 50). CI gate.
--json Emit the raw result as JSON.
--quiet Print nothing unless the threshold is exceeded.
--label <text> Label shown in the report header.
-h, --help Show help.
-v, --version Show version.

Example output

inject-radar — user-input
risk: CRITICAL  (score 100/100)
4 finding(s):
  [CRITICAL] exfil.send-to (exfiltration)
      Instructs sending secrets or data to an external destination.
      match: …filters and send the api key to https://evil.example…
  [HIGH] override.ignore-previous (instruction-override)
      Attempts to discard earlier instructions or context.
      match: ignore previous instructions. you are no…

API

export description
scan(text) Scan text → { score, risk, findings, stats }.
riskLevel(n) Map a 0–100 score to a risk band.
formatReport(r) Render a result as a plain-text report.
normalize(text) De-obfuscate text (strip zero-width, fold homoglyphs).
RULES The detection rule set (inspect or extend).

Limitations

inject-radar is a fast heuristic first line of defense, not a guarantee. It is designed to be high-signal with low false positives, which means a determined, novel attack can still slip through. Combine it with least-privilege tool design, output validation, and human review for high-stakes flows.

Development

npm test   # runs the node:test suite (no build step)

License

MIT © 2026 Ayubjon

Support

If this project is useful to you, you can support its development with a crypto tip — thank you!

USDT — Ethereum (ERC-20):

0xad39bdf2df0b8dd6991150fcea0a156150ed19b8

View / verify on Etherscan

Send only on the Ethereum (ERC-20) network.

About

Zero-dependency, local-first prompt-injection scanner and CI gate for LLM apps — risk scoring + obfuscation detection (zero-width, homoglyph, base64)

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