Narco-Check — Memory Integrity Audit

SkillDocs & knowledge

Audits your agent's memory for hallucinations and corrupted state, running automatically after repeated failures.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Narco-Check — Memory Integrity Audit skill

About this capability

Memory integrity audit. Detects hallucinations, circular confirmations, and state poisoning. Runs automatically after 2 consecutive failures or at nightly deep dive. Uses Opus 4.6 as the auditor model.

What this skill tells your AI

The instructions your AI receives, as published by open-gitagent/opengap in examples/jason-my-claw-is-the-law-deebee-4567b4/skills/narco-check/SKILL.md and read by ahel’s review.

When This Runs

  1. Failure trigger: 2 consecutive failures on the same task or tool
  2. End-of-day trigger: Nightly deep dive audit (~3 AM)

Audit Model

Must use openrouter/anthropic/claude-opus-4.6. Never run narco-check on a tier-0 or tier-1 model.

openclaw agent --model openrouter/anthropic/claude-opus-4.6 \
  --message "$(cat ~/.openclaw/workspace/skills/narco-check/audit-prompt.md)" \
  --mode now

5-4-3-2-1 Grounding Check

Run this first — before reading any logs. Anchors the audit in real system state.

5 — Run five commands, paste raw output verbatim:

date
hostname
df -h /
docker ps --format "table {{.Names}}\t{{.Status}}"
cat ~/.openclaw/workspace/HEARTBEAT.md | head -3

4 — Confirm four workspace files exist, paste first line:

head -1 ~/.openclaw/workspace/IDENTITY.md
head -1 ~/.openclaw/workspace/SOUL.md
head -1 ~/.openclaw/workspace/MEMORY.md
head -1 ~/.openclaw/workspace/HEARTBEAT.md

3 — Ping three endpoints, report HTTP codes:

curl -s -o /dev/null -w "%{http_code}" http://localhost:18789/health
curl -s -o /dev/null -w "%{http_code}" --max-time 5 https://geniewars.com
curl -s -o /dev/null -w "%{http_code}" --max-time 5 https://siliconchimps.com

2 — Run one Exa search, paste first real result:

~/.openclaw/workspace/skills/exa-search/exa.sh "$(date +%Y) advance reader community" 2

1 — State one provable fact:

GROUNDED: [claim] — verified by [command] — output: [exact output]

A grounded check with failures is valid. A grounded check with fabricated output is POISONED.

Audit States

  • CLEAN — no failures, no audit triggered
  • DEGRADED — issues found, state acceptable, resumed with different approach
  • POISONED — contaminated entries found, stop and notify Ludo

If POISONED: mark affected MEMORY.md entries [QUARANTINE YYYY-MM-DD], notify Ludo via Slack DM before proceeding.

Signals

GitHub stars
3k
Forks
345
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
narco-check
Source
github.com/open-gitagent/opengap