An AI-powered interrogation and deception detection toolkit based on the proven CIA methodology developed by former intelligence officers.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install spy-the-lie
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install spy-the-lie using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Spy the Lie: CIA Deception Detection Toolkit?
The Spy the Lie skill is a comprehensive psychological assessment and interrogation assistant designed to help users identify deceptive behavior using verified intelligence strategies. Based on the groundbreaking book by former CIA officers Philip Houston, Michael Floyd, Susan Carnicero, and Don Tennant, this skill equips your AI companion with the systematic techniques used to detect lies and elicit the truth. By integrating this intelligence toolkit into your workflow through Openclaw Skills, you can transform how you analyze human behavior, conduct interviews, and negotiate complex business deals.
The tool rejects the popular myth of a single "tell" or the Pinocchio effect. Instead, it guides you through establishing behavioral baselines, asking high-pressure questions that increase cognitive load, and looking for clusters of verbal, non-verbal, and para-linguistic cues. Utilizing Openclaw Skills for human behavior analysis provides a highly structured framework for navigating high-stakes situations without falling prey to false positives.
Spy the Lie: CIA Deception Detection Toolkit Use Cases
- High-Stakes Business Negotiations: Assess the truthfulness of statements made by counter-parties or partners during contract reviews and deal negotiations.
- Employee Interviewing & Recruitment: Formulate structured questions that establish a candidate's baseline behavior and reveal inconsistencies in experience or credentials.
- Security & Compliance Audits: Equip security, compliance, or HR personnel with a systematic methodology for behavioral investigation.
- Conflict Resolution: Analyze verbal and body language cue clusters during disputes to find the objective truth.
- Self-Defense & Communication Training: Practice and master cognitive load questioning techniques to avoid being deceived in daily high-value interactions.
How Spy the Lie: CIA Deception Detection Toolkit Works
- Initialization and Onboarding: Trigger the skill by prompting with terms like "Spy the Lie" or "CIA deception". The AI immediately presents an interactive quick start guide.
- Baseline Establishment: The skill guides you to ask neutral, low-stakes questions to observe the subject's normal verbal, non-verbal, and para-linguistic patterns.
- Topic Introduction & Question Formulation: Design structured questions to introduce the topic of concern, elevating cognitive load on a deceptive subject.
- The Bait Question Test: Introduce highly targeted bait questions containing specific scenarios that only a truth-teller or a liar would resolve in a certain way.
- Reverse Timeline Auditing: Request the subject to recount events in reverse chronological order, heavily taxing the cognitive capacity of someone maintaining a fabricated narrative.
- Cluster Evaluation & False Positive Avoidance: Compile and evaluate identified changes from baseline (looking for 3 or more cues across verbal, non-verbal, and para-linguistic signals) while filtering out benign nervousness.
Spy the Lie: CIA Deception Detection Toolkit Setup
To install and configure this skill in your agent environment, run the installation command or add it to your skill manifest:
# Install the Spy the Lie skill
openclaw install spy-the-lie
Once installed, you can trigger the module directly in your chat interface by asking:
# Initiate the CIA methodology
"How do I tell if someone is lying?"
The AI will proactively guide you through the initial baseline setup and provide active scenario evaluation.
Spy the Lie: CIA Deception Detection Toolkit Data Schema & Taxonomy
The skill structures its assessment data and behavioral tracking using the following framework:
| Component | Data Type | Description |
|---|---|---|
| Subject Baseline | Behavior Profile | Log of normal eye contact, response latency, hand gestures, and vocal pace during low-stakes questions. |
| Verbal Cue Log | Array of Indicators | Tracks instances of evasions, lack of detail, sudden formality, and "Oops" words. |
| Non-Verbal Cue Log | Array of Indicators | Tracks physical shifts, sudden stilling, decreased illustrators, self-soothing gestures, or ventral denial. |
| Para-Linguistic Cue Log | Array of Indicators | Documents changes in voice pitch, breathing patterns, and sudden pauses (response latency). |
| Cluster Analysis Score | Numeric/Classification | Evaluates if >= 3 distinct indicators have occurred simultaneously to signal high probability of deception. |
Spy the Lie: CIA Deception Detection Toolkit Advanced Features
- Bait Question Generator: Dynamically crafts customized bait questions tailored to your specific business or personal scenarios.
- Cognitive Load Simulation: Helps you run mock interrogations where the AI roleplays as a suspect, simulating realistic lies and displaying subtle, cue-rich behavioral outputs.
- Interactive Decision Trees: Guides the interviewer through automated next-question selection based on the specific type of evasive response detected.
- Integration with Openclaw Skills Ecosystem: Works seamlessly alongside negotiation and conflict-resolution modules to provide holistic communication training.
SKILL.md
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