A completion hook that runs a Node.js script when the main agent finishes responding.

Use it to audit final agent responses before they are delivered.

It checks the response for speculation, unsupported cause-and-effect claims, invented measurements, and claims that the work is complete without evidence.

Stop — Hook by bitflight-devops

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods

npx agentmods add hooks/bitflight-devops/hallucination-detector/stop

Clone the repo

git clone --depth 1 https://github.com/bitflight-devops/hallucination-detector

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

Stop scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the commands this hook runs, not an audit. A hook is shell that executes on your machine at the event it names, which is why every command in it is printed with what was found.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

hooks/hooks.json · 15 lines

What it actually says

{
  "Stop": [
    {
      "description": "Audit assistant output for speculation, ungrounded causality, pseudo-quantification, and completeness overclaims",
      "hooks": [
        {
          "type": "command",
          "command": "node \"${CLAUDE_PLUGIN_ROOT}/scripts/hallucination-audit-stop.cjs\"",
          "timeout": 10,
          "statusMessage": "Auditing response..."
        }
      ]
    }
  ]
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday First seen · 15 lines scan A 63a2cad866ef

Subscribe to this mod's changes

Stop is a hook published in the GitHub repository bitflight-devops/hallucination-detector (7 stars, last pushed 28d ago), licensed MIT. Its token cost is not measured: a hook is shell that never enters the context. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

AI Safety Data and AI Hallucination Detection LLM-guardrails claude-code claude-code-plugin developer-tools

Stop

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

Other hooks, from other repositories

PreToolUse

Stop

UserPromptSubmit

PostToolUse

SessionStart

SubagentStop