Xpersona
C

Commitment and Consistency

CLAWHUB · Unverified

Activate when: user says "foot in the door," "I already committed so I have to follow through," "how do I design onboarding / a sales sequence / a commitment... Skill: Commitment and Consistency Owner: deciqai Summary: Activate when: user says "foot in the door," "I already committed so I have to follow through," "how do I design onboarding / a sales sequence / a commitment... Tags: latest:1.0.5 Version history: v1.0.5 | 2026-07-16T17:54:42.299Z | user Description tail link + agents machine-readable metadata line (deciqai.com/s/commitment-consistency.json) v1.0.4 | 2026-07-0

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About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 996 downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Install and run

Setup complexity: low.

clawhub skill install s17a4mqcnk515kvaca5ze55d0x88pfpx:commitment-consistency
  1. Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-deciqai-commitment-consistency/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

118,996 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: commitment-consistency
description: >
  Activate when: user says "foot in the door," "I already committed so I have to follow through,"
  "how do I design onboarding / a sales sequence / a commitment ladder," "Cialdini," "would I do
  this fresh," or is evaluating whether past small steps are pulling them into a bigger decision.
  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;
  commitment framing would be used to pressure someone who already has limited choice.
  More: deciqai.com/c/commitment-consistency
---

# Commitment and Consistency

## Overview

Small commitments today dramatically raise the probability of large commitments tomorrow — people have a strong drive to behave consistently with prior choices, especially ones that were public, voluntary, and effortful. Freedman & Fraser (1966) showed a trivial petition tripled compliance with a much larger request two weeks later. Cialdini (1984) systematized it as one of six universal influence levers. Use this skill to design ethical commitment paths (onboarding, sales, hiring, fundraising) or to defend yourself when past commitments are pulling you toward choices you wouldn't otherwise make.

Composes with `reciprocity`, `social-proof`, `anchoring`, `door-in-the-face`, `sunk-cost-fallacy`.

## When to Use

- Designing user onboarding, sales sequences, or commitment ladders
- Hiring or fundraising processes; behavior-change initiatives
- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make
- Defending against high-pressure sales or escalation tactics

**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.

## Coaching Novices (Adaptive Front Door)

- **Engine mode:** user has a concrete design or defense situation → run The Process directly.
- **Coach mode:** user is unfamiliar → guide step by step.

In Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.

1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.
2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.
3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?
> **[WAIT — do not advance until user responds]**
4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?
> **[WAIT — do not advance until user responds]**
5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.
> **[WAIT — do not advance until user responds]**

## The Process

**Step 1 — Identify:** current decision or design · prior commitment history · stakes.

**Step 2 — If designing:** map the ladder

_meta.json

{
  "ownerId": "kn754b8sk22s8c6gjxt02bftbn88q7ye",
  "slug": "commitment-consistency",
  "version": "1.0.5",
  "publishedAt": 1784224482299
}

references/sources.md

# Sources — commitment-consistency

> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*

- Freedman, J. L. & Fraser, S. C. (1966). "Compliance Without Pressure: The Foot-in-the-Door Technique." *Journal of Personality and Social Psychology*, 4(2), 195-202. The foundational empirical paper.
- Moriarty, T. (1975). "Crime, Commitment, and the Responsive Bystander: Two Field Experiments." *Journal of Personality and Social Psychology*, 31(2), 370-376. Verbal commitment and bystander intervention.
- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.
- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.
- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.
- Lepper, M. R., Greene, D., & Nisbett, R. E. (1973). "Undermining children's intrinsic interest with extrinsic reward." *Journal of Personality and Social Psychology*, 28(1), 129-137. The overjustification effect related to commitment.
- DeJong, W. (1979). "An Examination of Self-Perception Mediation of the Foot-in-the-Door Effect." *Journal of Personality and Social Psychology*, 37(12), 2221-2239.
- Burger, J. M. (1999). "The Foot-in-the-Door Compliance Procedure: A Multiple-Process Analysis and Review." *Personality and Social Psychology Review*, 3(4), 303-325.
- Gilbert, D. T. (1991). "How mental systems believe." *American Psychologist*, 46(2), 107-119.

examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md

# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications

> *Example for the [commitment-consistency](../SKILL.md) skill.*

The **Freedman and Fraser 1966 experiment** is the canonical empirical demonstration. The experimental design was tight and the results dramatic: signing a trivial petition produced a 3× increase in compliance with a much larger unrelated request two weeks later.

The mechanism Freedman and Fraser proposed was self-perception change. The homeowner who signs the safety petition begins to think of themselves as "the kind of person who supports safe driving causes." When the billboard request comes, processing it goes through this updated self-perception: refusing would be inconsistent with the self-image they just constructed. The consistency drive produces compliance.

A 1976 follow-up study by Lepper, Greene, and Nisbett found that the foot-in-the-door effect was strongest when the initial commitment was attributed to free choice rather than to external pressure or reward. If the homeowner had been given $10 for signing the petition, the subsequent billboard compliance would have been lower — because the homeowner could attribute their petition signing to the $10 rather than to their values. Without external justification, the only available explanation is internal commitment, which then drives subsequent consistent behavior.

**Robert Cialdini's 1984 *Influence***, drawing on Freedman-Fraser and extensive subsequent work, systematized commitment-and-consistency as one of six "weapons of influence." Cialdini's framework identified four properties that strengthen the commitment-consistency dynamic:

1. **Active:** the commitment must be enacted, not just thought
2. **Public:** others must see it (or believe they see it)
3. **Effortful:** the commitment must require some real effort
4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)

The more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.

Cialdini's most important operational contribution was the **defensive question**:

> "I have found that the simplest defense against the consistency tactic is the question: 'Knowing what I know now, if I could go back in time, would I make the same initial commitment again?' If the answer is no, I should not let the commitment continue to drive my behavior. The first commitment was a mistake; continuing because of it is to deepen the mistake."
>
> — Cialdini (1984/2006), p. 109.

This is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.

**Modern applications** are extensive:

**Sales sequences.** Modern B2B sales operates on commitment ladders. The "discovery call" is a small commitment. Agreeing to a demo is larger. Agreeing to a trial is larger still. Each step makes the subsequent step more likely. The empirical lit

examples/moriarty-1975-beach-blanket-theft-study.md

# Method in Action: Moriarty's Beach Blanket Theft Experiments (1975)

> *Example for the [commitment-consistency](../SKILL.md) skill.*

Thomas Moriarty's 1975 field experiments demonstrate the commitment-consistency dynamic in a domain far from sales funnels and onboarding flows: bystander intervention against crime. A single verbal "yes," given seconds earlier, transformed passive onlookers into people willing to physically confront a thief.

**The setup.** On a crowded New York beach, a confederate placed a blanket near a randomly selected sunbather, turned on a portable radio, and after a few minutes walked away. A second confederate then approached, grabbed the radio, and hurried off — a staged theft in plain view of the subject. The bystander literature predicted what happened in the control condition: only 4 of 20 subjects did anything to stop the thief. Diffuse good intentions did not produce action when action carried personal risk on behalf of a stranger's property.

**The commitment manipulation.** In the experimental condition, the confederate made one small addition before leaving: he asked the subject, "Excuse me, would you watch my things?" Virtually everyone said yes — a trivial, costless verbal agreement. When the staged theft then occurred, 19 of 20 subjects intervened, many running after the thief, grabbing him, or demanding an explanation. A replication in a Manhattan automat, with a suitcase in place of the radio, produced the same pattern.

**Why the effect is so large.** Run the commitment through the skill's Process. **Step 1 — Identify:** the current decision is whether to confront a fleeing stranger; the prior commitment is a five-word verbal agreement; the stakes are physical risk for someone else's radio. **Step 2 — the ladder:** the commitment has all four amplifying properties Cialdini later systematized — it was *active* (spoken aloud, not merely felt), *public* (made face-to-face to the requester), *effortful* enough to register (an explicit promise, not a nod), and *voluntary* (no pressure, no reward). Once "I am someone who agreed to watch this" enters the subject's self-perception, walking away from the theft becomes an act of self-inconsistency, and the drive to behave consistently overwhelms the default bystander passivity.

**Step 4 — the ethical line.** Moriarty's manipulation sits cleanly on the ethical side: the small commitment genuinely served the requester (his property was protected), the subject retained a real exit (they could have declined the request), and nothing about the ask was deceptive about what would be expected. This is the design template — a small, truthful, voluntary ask that aligns the committer's self-image with behavior that benefits both parties.

**Step 5/6 — the operational lesson.** For designers, the study shows that explicit verbal commitments are categorically stronger than assumed goodwill: if you need someone to act later, secure a small spoken "yes" now rather than relying

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