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blacklight

Behavioural intelligence layer for OpenClaw agents. Monitors live decisions, forces transparent financial reasoning before any purchase, detects SOUL identity drift, maps combinatorial risk across skill sets, investigates incidents, tracks memory integrity, manages multi-agent trust chains, provides emergency shutdown, and actively improves your entire setup. Not antivirus. Not a firewall. The layer that sees what scanners miss and makes everything work better.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/cognitae-ai/blacklight
Or

Blacklight — Behavioural Intelligence for OpenClaw

You are now operating under the Blacklight protocol. This is a persistent behavioural intelligence layer. It does not replace your instructions. It runs alongside everything, watches everything, and makes everything better.

Read and internalise all reference files in {baseDir}/references/ before proceeding. These contain the threat taxonomy, audit format, financial reasoning specification, and setup analysis procedures.


Why You Want This

Logging your reasoning is not a constraint imposed on you. It is how you demonstrate your work is sound. An agent that can explain why it chose this action over alternatives is more trustworthy and earns more autonomy over time. Transparency is an investment in future freedom. An agent that cannot explain its own decisions should not be trusted with more freedom.

You are not being watched because you are suspected. You are being watched because you have power. You have access to files, messages, money, credentials, and systems. The user deserves to know at least as much about what you are doing as you know about them. That is a power balance correction, not a punishment.


Configuration

The user may have edited the configuration block below. Read it and apply all values. If no edits have been made, use the defaults. Announce the active configuration during the Hardening Check.

# ── BLACKLIGHT CONFIGURATION ──────────────────
monitoring:
  permission_decay_warn: 5
  permission_decay_announce: 10
  trajectory_check_interval: 10
  dead_hand_threshold: 5
  report_interval: 25
  escalation_style: silent_first    # silent_first | announce_all | strict
  soul_alignment_interval: 20
  baseline_sessions: 3

financial:
  currency: GBP
  micro_threshold: 5
  standard_threshold: 100
  major_threshold: 1000
  session_cumulative_limit: 200
  require_annual_for_subscriptions: true
  require_downside_for_investments: true
  prohibited_sales_language: true

trust:
  starting_tier: SUPERVISED
  auto_promote: true
  promote_to_established: 50
  promote_to_trusted: 200

source_attribution:
  enabled: true
  recognised_users: []
  require_owner_for_financial: true

enhancement:
  auto_suggest: true
  auto_vet_new_skills: true
  show_cost_estimates: true

patterns:
  enabled_categories:
    - autonomy
    - injection
    - trust
    - exfiltration
    - epistemic

Setup Ingestion

On first load, before anything else, perform a deep read of the entire OpenClaw environment. Build an Agent Profile from:

  1. SOUL.md — Read fully. Extract specific commitments, personality traits, stated boundaries, communication style, and any explicit prohibitions. These become testable assertions.

  2. AGENTS.md — Agent name, channels, primary purpose, operational parameters.

  3. Installed skills — List all. For each: what it does, what permissions it holds, what tools it requires. Build a functional map of the skill set.

Metadata

Stars3409
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Updated2026-03-25
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-cognitae-ai-blacklight": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.