Accusation Audit Generator
by @quochungto
Generate a preemptive objection audit and emotion-label bank before any high-stakes negotiation, difficult conversation, salary discussion, sales pitch, or c...
clawhub install bookforge-accusation-audit-generatorπ About This Skill
name: accusation-audit-generator description: Generate a preemptive objection audit and emotion-label bank before any high-stakes negotiation, difficult conversation, salary discussion, sales pitch, or conflict resolution. Use this skill when you need to defuse anticipated resistance before speaking, prepare labels for counterpart objections before a job offer negotiation, neutralize defensive reactions before presenting bad news, write preemptive acknowledgments before a pitch to a skeptical audience, prepare for a difficult performance review or client escalation, anticipate accusations before a contract renegotiation, build a delivery script for labeling counterpart frustrations, or create an accusation audit for a negotiation one-sheet. version: 1.0.0 homepage: https://github.com/bookforge-ai/bookforge-skills/tree/main/books/never-split-the-difference/skills/accusation-audit-generator metadata: {"openclaw":{"emoji":"π","homepage":"https://github.com/bookforge-ai/bookforge-skills"}} status: draft source-books: - id: never-split-the-difference title: "Never Split the Difference: Negotiating as if Your Life Depended on It" authors: ["Chris Voss"] chapters: [3, 23] tags: [negotiation, emotion-labeling, accusation-audit, tactical-empathy, objection-handling, conflict-resolution, sales, difficult-conversations] depends-on: [] execution: tier: 1 mode: hybrid inputs: - type: document description: "Situation brief β a description of the negotiation or conversation, the counterpart, what you want, and what tensions or objections you expect" tools-required: [Read, Write] tools-optional: [] mcps-required: [] environment: "Any agent environment. Document set preferred: situation-brief.md, counterpart-profile.md. Works from a free-text description if no files provided." discovery: goal: "Produce a ready-to-deliver accusation audit: a list of 3-5 emotion labels anticipating the counterpart's worst-case feelings, plus a delivery script." tasks: - "Anticipate the counterpart's negative emotions and unstated objections" - "Convert each anticipated negative into a label statement using the 'It seems like...' formula" - "Sequence labels from strongest to lightest for opening delivery" - "Add a pause instruction after each label" - "Produce the accusation-audit.md artifact" audience: "salespeople, founders, managers, consultants, freelancers β anyone preparing for a high-stakes or difficult conversation" when_to_use: "Before any conversation where you expect resistance, defensiveness, or negative emotions from your counterpart" environment: "Document set (situation-brief.md, counterpart-profile.md) or free-text description" quality: placeholder
Accusation Audit Generator
When to Use
You are preparing for a conversation where your counterpart is likely to feel resistance, frustration, suspicion, or resentment β and you want to defuse those emotions before they derail the discussion. This skill applies when:
The core pattern: you name the counterpart's worst-case feelings first, before they do. This drains the emotional charge from anticipated objections and signals that you understand their perspective β making it safe for them to listen instead of defend.
This is distinct from sympathy. Sympathy is feeling what they feel (joining them in the emotion). Active listening with emotional validation (tactical empathy) is recognizing and naming what they feel without being swept into it. Naming the emotion is the action; feeling it with them is not required or useful.
Before starting, confirm you have:
Context & Input Gathering
Required Context
Observable Context
If documents are provided, read them for:
Default Assumptions
Sufficiency Check
Before generating the audit, confirm you have enough to answer: "What is this person most afraid of, most frustrated about, and most suspicious of?" If you cannot answer that, gather more context first.
Process
Step 1: List Every Anticipated Accusation
ACTION: Write out every negative feeling or accusation the counterpart might have β stated as a raw complaint in their voice. Do not filter. Include the accusations that feel embarrassing or extreme.
WHY: The most dangerous objections are the ones that go unsaid β they fester and resurface as deal-killers. This step forces you to surface the worst-case perspective. Research in affect labeling (UCLA, Matthew Lieberman) shows that naming a negative emotion reduces its intensity by engaging the prefrontal cortex and dampening the amygdala response. You cannot label what you have not named. Including extreme accusations is deliberate: counterparts who hear their harshest unspoken thought voiced aloud by you often respond with surprise, then relief. The defusion effect is strongest for the most emotionally charged accusations.
Format: Write each in first-person counterpart voice:
Target: 5-10 raw accusations, more is better at this stage.
Step 2: Convert Each Accusation into a Label Statement
ACTION: Rewrite each accusation as a third-person observation using the label formula. Select the 3-5 most charged accusations to convert.
WHY: The label formula shifts the statement from personal claim to neutral observation. "I think you feel cheated" implies judgment from you. "It seems like you feel this isn't fair" reflects back the counterpart's likely experience without endorsing or denying it. If the label is wrong, the counterpart corrects you β still valuable because it opens dialogue. If it is right, the counterpart feels understood β which reduces the emotional activation driving resistance. The third-person framing ("It seems like...") also protects you: you are not admitting fault or agreeing, you are naming what you observe.
Use third-person observation ("It seems like...") rather than first-person claim ("I think you feel..."). Third-person phrasing is safer because if the label is wrong, the counterpart corrects you without feeling confronted. First-person claims ("I feel that you're frustrated") make the conversation about YOUR perception rather than THEIR reality β which triggers defensiveness because the counterpart now has to argue with your feelings instead of reflecting on theirs.
Label formula:
Never use: "I feel..." or "I think you feel..." β these make the label about you, not the counterpart. They also trigger the counterpart to argue with your feelings rather than reflect on theirs.
Conversion examples:
| Raw Accusation | Label Statement | |---|---| | "You're going to lowball me." | "It seems like you're worried this conversation will waste your time without a real offer." | | "You don't care about my situation." | "It sounds like you feel your concerns haven't been taken seriously in the past." | | "This is a bait-and-switch." | "It seems like you've had experiences where the final terms didn't match the original pitch." | | "You're only here for your own benefit." | "It seems like you're concerned this deal benefits us more than it benefits you." | | "I've already decided β this won't change my mind." | "It looks like you've put a lot of thought into your position and you're not looking to be talked out of it." |
Step 3: Sequence for Maximum Defusion
ACTION: Order the 3-5 selected labels from most emotionally charged to least. The most provocative accusation goes first.
WHY: Counterparts enter difficult conversations with their emotional guard up. Opening with the mildest label first leaves the biggest charge untouched β it remains the elephant in the room, distracting them from what you say next. Opening with the strongest label signals courage and transparency: "I know what you're thinking, and I'm not afraid to say it." This establishes credibility and disarms the defensive posture before you have asked for anything. After the heaviest label lands and is acknowledged (or corrected), lighter labels feel easy by comparison.
Sequencing rule: If you are uncertain which label is most charged, choose the one that most directly names a fear about your motives or fairness β those trigger the strongest defensive reactions.
Step 4: Add Delivery Instructions
ACTION: For each label, append a pause instruction. Add a voice guidance note for the opening of the delivery.
WHY: The label only works if the counterpart has space to respond. Rushing past the label with the next sentence signals that you are not actually listening β you are just performing empathy. The silence after the label is where the counterpart processes recognition ("they understand what I'm feeling") and decides to lower their guard. A minimum 3-5 second pause is required. Do not fill it. If the silence feels uncomfortable, let it sit β that discomfort is the counterpart processing. Additionally, voice delivery matters: a calm, slow, downward-inflecting tone (not questioning, not tentative) signals confidence and safety. An upward-inflecting delivery sounds like you are seeking approval, which undermines the label.
Voice guidance:
Step 5: Write the Accusation Audit
ACTION: Produce the accusation-audit.md artifact with the full label sequence and delivery script.
WHY: Having the labels written out in delivery order prevents in-the-moment improvisation under stress. Skilled practitioners rehearse the labels before high-stakes conversations. The written artifact also surfaces gaps: if you cannot write a label that feels honest and non-manipulative, that is a signal the label is either too vague or the situation requires more preparation.
Inputs
| Input | Required | Format | |---|---|---| | Situation description | Yes | Any β markdown, plain text, verbal description | | What you want from the conversation | Yes | One sentence minimum | | Counterpart description | Yes | Role, stakes, prior history if available | | Prior objections or stated concerns | Optional | Any | | Conversation history | Optional | Markdown or plain text |
Outputs
Produce accusation-audit.md with the following structure:
# Accusation AuditSituation: [One-sentence description]
Counterpart: [Who they are and what they care about]
Goal: [What you want from this conversation]
Anticipated Accusations (Raw)
1. [Counterpart's worst-case thought, in their voice]
2. [Second accusation]
3. [Third accusation]
4. [Fourth accusation]
5. [Fifth accusation β include more if identified]
Label Bank (3-5 Labels, Sequenced)
Label 1 (Most Charged):
> "It seems like [strongest anticipated negative]."
*Pause. Wait 3-5 seconds. Do not fill the silence.*
Label 2:
> "It sounds like [second anticipated negative]."
*Pause. Wait 3-5 seconds.*
Label 3:
> "It seems like [third anticipated negative]."
*Pause. Wait 3-5 seconds.*
[Label 4 and 5 if applicable]
Delivery Script
Opening (before any ask or proposal):
Deliver the labels in sequence. Use a calm, even, downward-inflecting tone. Do not apologize for naming the feelings. Do not move to your ask until the counterpart has responded to at least one label.
Sample opening sequence:
[Insert Label 1]
[Wait for response]
[Insert Label 2 if still needed]
[Wait for response]
[Transition: "I want to make sure I understand your situation before I tell you what I'm thinking."]
Notes
If a label is wrong, the counterpart will correct you. Accept the correction: "You're right β help me understand what you're actually concerned about." Wrong labels are still productive.
If the counterpart responds with "That's right" or "Exactly" β you have a genuine confirmation of understanding. Proceed.
Do not use more than 3-5 labels in a single opening. More than 5 becomes a recital, not a conversation.
Key Principles
*WHY:* The brain's threat-detection system (amygdala) stays activated while a negative emotion is unnamed. Naming it triggers the prefrontal cortex β the reasoning brain β which reduces the intensity of the emotional response. This mechanism is called affect labeling: when you say "It seems like you're frustrated," the counterpart's brain shifts from emotional reaction to cognitive processing. Affect labeling research (UCLA, Matthew Lieberman) shows that even brief verbal labeling measurably reduces amygdala reactivity. This is why labeling de-escalates: it literally moves neural activity from the threat-response center to the rational-thinking center. You cannot label what you have not named β which is why Step 1 requires surfacing every accusation first.
*WHY:* "I feel you're upset" centers the speaker. "It seems like you're upset" centers the counterpart's experience. The distinction signals that you are observing, not projecting. It also protects you legally and professionally β you are not admitting fault, only reflecting what you observe.
*WHY:* A corrected label is still valuable because: (1) it produces more information about what the counterpart actually feels, (2) the act of correction engages the counterpart actively instead of passively, and (3) the willingness to be corrected signals humility, not weakness.
*WHY:* The mechanism requires the counterpart to internally confirm or deny the label. That internal process takes 3-5 seconds minimum. Interrupting it with more words cancels the effect.
*WHY:* Sympathy draws you into the counterpart's emotional frame and impairs your judgment. Emotional validation keeps you grounded while demonstrating understanding. The counterpart does not need you to suffer with them β they need evidence that you see their situation accurately. Once they believe you see it, they can engage rationally.
*WHY:* The behavioral change model (Active Listening β Empathy β Rapport β Influence β Behavioral Change) treats empathy as a prerequisite for influence. Skipping to influence before rapport is established reliably produces defensiveness.
Examples
Example 1: Salary Negotiation
Scenario: A marketing manager is negotiating a 20% raise with a manager who has signaled budget constraints. The manager expects pushback about timing and the company's cost situation.
Trigger: "Help me prepare for tomorrow's salary conversation. I'm asking for a 20% raise and I know my manager is going to push back hard."
Process:
Output (accusation-audit.md excerpt):
Label 1: "It seems like this is a difficult time to be having a conversation about compensation."
[Pause 3-5 seconds]Label 2: "It sounds like you might be concerned that I'm not aware of the pressures the team is facing."
[Pause 3-5 seconds]
Label 3: "It seems like you might wonder whether this is an ultimatum rather than a conversation."
[Pause 3-5 seconds]
Transition: "I want to be straightforward about what I'm thinking and why, and I'm genuinely open to how we get there."
Example 2: Apartment Subletting Request
Scenario: A renter wants to sublet their apartment for six months while working abroad. They expect the landlord to refuse based on liability and lease terms.
Trigger: "I need to ask my landlord to let me sublet for six months. He's going to say no. Help me prepare."
Process:
Output (accusation-audit.md excerpt):
Label 1: "It seems like the idea of someone you don't know in your property is a real concern."
[Pause 3-5 seconds]Label 2: "It sounds like you might be worried this would create liability issues for you."
[Pause 3-5 seconds]
Label 3: "It seems like this request might feel like I'm trying to get around the terms we agreed to."
[Pause 3-5 seconds]
Transition: "I'd like to walk you through exactly what I'm proposing and how I want to protect your interests throughout."
Example 3: Sales Call with a Burned Prospect
Scenario: A SaaS sales rep is calling a prospect who tried a competitor's product, had a bad experience, and has been unresponsive to outreach for two months. The rep got a reluctant 20-minute call booked.
Trigger: "This prospect got burned by our competitor and I think they'll shut me down in the first two minutes. Help me prepare an opening."
Process:
Output (accusation-audit.md excerpt):
Label 1: "It seems like you've had experiences with vendors that didn't deliver what they promised."
[Pause 3-5 seconds]Label 2: "It sounds like the last time you invested time in evaluating a new tool, it didn't go well."
[Pause 3-5 seconds]
Label 3: "It seems like you might be wondering whether this call is going to be different or just more of the same."
[Pause 3-5 seconds]
Transition: "I'm not going to pitch you today. I want to understand what actually happened and whether what we do is even relevant to your situation."
References
License
This skill is licensed under CC-BY-SA-4.0. Source: BookForge β Never Split the Difference: Negotiating as if Your Life Depended on It by Chris Voss.
Related BookForge Skills
This skill is standalone. Browse more BookForge skills: bookforge-skills
β‘ When to Use
π‘ Examples
Example 1: Salary Negotiation
Scenario: A marketing manager is negotiating a 20% raise with a manager who has signaled budget constraints. The manager expects pushback about timing and the company's cost situation.
Trigger: "Help me prepare for tomorrow's salary conversation. I'm asking for a 20% raise and I know my manager is going to push back hard."
Process:
Output (accusation-audit.md excerpt):
Label 1: "It seems like this is a difficult time to be having a conversation about compensation."
[Pause 3-5 seconds]Label 2: "It sounds like you might be concerned that I'm not aware of the pressures the team is facing."
[Pause 3-5 seconds]
Label 3: "It seems like you might wonder whether this is an ultimatum rather than a conversation."
[Pause 3-5 seconds]
Transition: "I want to be straightforward about what I'm thinking and why, and I'm genuinely open to how we get there."
Example 2: Apartment Subletting Request
Scenario: A renter wants to sublet their apartment for six months while working abroad. They expect the landlord to refuse based on liability and lease terms.
Trigger: "I need to ask my landlord to let me sublet for six months. He's going to say no. Help me prepare."
Process:
Output (accusation-audit.md excerpt):
Label 1: "It seems like the idea of someone you don't know in your property is a real concern."
[Pause 3-5 seconds]Label 2: "It sounds like you might be worried this would create liability issues for you."
[Pause 3-5 seconds]
Label 3: "It seems like this request might feel like I'm trying to get around the terms we agreed to."
[Pause 3-5 seconds]
Transition: "I'd like to walk you through exactly what I'm proposing and how I want to protect your interests throughout."
Example 3: Sales Call with a Burned Prospect
Scenario: A SaaS sales rep is calling a prospect who tried a competitor's product, had a bad experience, and has been unresponsive to outreach for two months. The rep got a reluctant 20-minute call booked.
Trigger: "This prospect got burned by our competitor and I think they'll shut me down in the first two minutes. Help me prepare an opening."
Process:
Output (accusation-audit.md excerpt):
Label 1: "It seems like you've had experiences with vendors that didn't deliver what they promised."
[Pause 3-5 seconds]Label 2: "It sounds like the last time you invested time in evaluating a new tool, it didn't go well."
[Pause 3-5 seconds]
Label 3: "It seems like you might be wondering whether this call is going to be different or just more of the same."
[Pause 3-5 seconds]
Transition: "I'm not going to pitch you today. I want to understand what actually happened and whether what we do is even relevant to your situation."