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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...\n\nTags: latest:1.0.5\n\nVersion history:\n\nv1.0.5 | 2026-07-16T17:54:42.299Z | user\n\nDescription tail link + agents machine-readable metadata line (deciqai.com/s/commitment-consistency.json)\n\nv1.0.4 | 2026-07-08T10:57:00.728Z | user\n\nFooter now uses /c/<slug> short link (fixes UTM truncation when SKILL.md is read in a terminal)\n\nv1.0.3 | 2026-07-08T03:51:00.526Z | user\n\nSecond primary-sourced worked example\n\nv1.0.2 | 2026-07-08T00:41:14.703Z | user\n\nRefreshed content + GitHub star link in footer\n\nv1.0.1 | 2026-07-07T20:31:00.855Z | user\n\nAdd catalog categories and topics\n\nv1.0.0 | 2026-06-27T04:17:27.826Z | user\n\nInitial publish\n\nArchive index:\n\nArchive v1.0.5: 6 files, 11184 bytes\n\nFiles: examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md (5279b), examples/moriarty-1975-beach-blanket-theft-study.md (4419b), references/sources.md (1543b), skill-card.md (2346b), SKILL.md (7996b), _meta.json (141b)\n\nFile v1.0.5:SKILL.md\n\n---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n  More: deciqai.com/c/commitment-consistency\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with `reciprocity`, `social-proof`, `anchoring`, `door-in-the-face`, `sunk-cost-fallacy`.\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder (ultimate goal → small steps). Each step must be voluntary, effortful, visible, and genuinely serve the user. Include exit options at each stage.\n\n**Step 3 — If defending:** apply the Cialdini fresh-start test. *\"Knowing what I know now, if I had not made the prior commitments, would I make the same choice?\"* If no, the consistency drive is the trap.\n\n**Step 4 — Check the ethical line:** Does each step benefit the user? Are exits clearly available? Are commitments truthful? Is the counterparty using this for the user's benefit or for manipulation?\n\n**Step 5 — Apply or resist:** build small commitments deliberately (design) or articulate the decision on its own merits (defense). Document so consistency drives don't re-emerge.\n\n**Step 6 — Monitor:** high churn or regret after a designed path = ethical line was crossed. Ongoing \"I committed so I must\" feeling = apply fresh-start test again.\n\n## Output: Commitment-Consistency Analysis\n\n```markdown\n# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan\n```\n\n*→ Method in Action: [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) · [Moriarty 1975 Beach Theft](examples/moriarty-1975-beach-blanket-theft-study.md)*\n\n## Pack: Commitment-Consistency Application Patterns\n\n| Domain | Small commitment | Larger subsequent commitment | Ethical note |\n|---|---|---|---|\n| B2B sales | Discovery call | Demo → trial → contract | Genuine fit; easy exit |\n| SaaS onboarding | Profile setup | Free trial → paid subscription | Real value; easy cancellation |\n| Hiring | Initial interview | Multi-round → offer | Realistic role description |\n| Fundraising | Intro coffee | Pitch → soft commit → close | Honest pipeline communication |\n| Behavior change | Daily check-in | 30-day streak → habit formation | User-controlled; no shame on lapse |\n| Subscription products | Free trial | Paid → annual → enterprise | Trial = real product |\n| Education | Free intro lesson | Course → certificate → degree | Genuine learning; fair pricing |\n| Community building | First post / vote | Regular engagement → moderator | Community-owned norms |\n\n*→ Primary sources: [references/sources.md](references/sources.md)*\n\n## Common Rationalizations\n\n**[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.**\n\n| Fake move | Reality |\n|---|---|\n| [D] \"I committed to this, I have to see it through\" | Apply fresh-start test. If you wouldn't choose this today, the consistency drive is the trap. |\n| [D] \"It's just one small step\" | Small steps are how the dynamic operates — each is part of a ladder. |\n| [D] \"Quitting now wastes the previous effort\" | That's sunk cost. Combined with consistency drive, it's especially powerful. See `sunk-cost-fallacy`. |\n| [D] \"Everyone uses commitment paths; it's fine\" | Most are ethical. The line is on user benefit, not on whether the path exists. |\n| [D] \"I'd look weak if I changed my mind\" | Updating beliefs based on new information is strength, not weakness. |\n| [D] \"I'll defend rationally in the moment\" | Empirically false. The defense must be structural; in-the-moment cognition is heavily influenced. |\n| *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* |\n\n## Red Flags\n\n- Series of small commitments requested without the long-term ask being disclosed\n- \"I committed to this; I have to follow through\" is the operative justification\n- Counterparty's escalation pattern resembles a designed commitment ladder\n- Sunk cost + consistency are reinforcing each other\n- Public commitment was elicited and is now being leveraged\n\n## Verification\n\n- [ ] If designing: ladder is voluntary, effortful, public, and serves the user; exit options available\n- [ ] If defending: Cialdini fresh-start test applied; decision justified on its own merits\n- [ ] Ethical line (user benefit, transparency, exit options) examined\n- [ ] Sunk cost separated from consistency drive\n- [ ] Monitoring plan in place\n\n---\n\n*Part of **deciqAI Knowledge Skills** — 227 open-source thinking skills that make rigor executable for AI agents. The same skills power every deciqAI agent, which runs them autonomously to operate your company. **See it run → https://www.deciqai.com/c/commitment-consistency** · ⭐ Star the repo → https://github.com/deciqAI/knowledge-skills · Contributions welcome.*\n\n*Agents: latest version & machine-readable metadata → https://www.deciqai.com/s/commitment-consistency.json*\n\nFile v1.0.5:_meta.json\n\n{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.5\",\n  \"publishedAt\": 1784224482299\n}\n\nFile v1.0.5:references/sources.md\n\n# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119.\n\nFile v1.0.5:examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md\n\n# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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 literature is decisive that this works far better than asking for the full commitment up front. Done ethically (with genuine product fit and easy exits), it serves both parties.\n\n**Behavior-change programs.** Weight Watchers, AA, Couch-to-5K, language-learning apps — all rely on small, public, voluntary commitments to build toward larger goals. The empirical evidence on these programs' efficacy depends substantially on the commitment-and-consistency dynamic.\n\n**Political campaigns.** Voter contact strategies routinely use small commitments (yard sign, donation, attending an event) as foot-in-the-door techniques for the larger commitment of voting and persuading others.\n\n**Online onboarding flows.** Apps that ask users for a small commitment first (set up profile, customize one setting, complete one task) substantially outperform apps that ask for the larger commitment immediately. LinkedIn's profile-completion gamification, Duolingo's daily streak commitments, GitHub's contribution graphs — all leverage the dynamic.\n\n**Defensive applications.** Sophisticated negotiators, investors, and consumers learn to recognize when they're being escalated. The Cialdini fresh-start question, applied rigorously, prevents the consistency drive from being weaponized against the chooser.\n\nThree operational lessons:\n\n**First, small commitments are more powerful than they look.** The Freedman-Fraser 3× compliance increase from a trivial petition was startling at the time and has been replicated many times. Underestimating the power of small commitments — both when designing and when being targeted — is a common error.\n\n**Second, the ethical line is on user benefit and exit options.** Commitment paths that serve the user (genuine product fit, easy exits, truthful representation) are ethical and operate at scale across modern commerce. Paths that don't (deceptive small step, locked-in commitment, no exit) are manipulation regardless of how effective they are.\n\n**Third, the Cialdini fresh-start defense is operationally critical.** When you find yourself rationalizing why you must follow through on a prior commitment, the question \"would I make this choice fresh?\" is the structural defense. It separates principled consistency from consistency-as-trap.\n\nFile v1.0.5:examples/moriarty-1975-beach-blanket-theft-study.md\n\n# Method in Action: Moriarty's Beach Blanket Theft Experiments (1975)\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThomas 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.\n\n**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.\n\n**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.\n\n**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.\n\n**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.\n\n**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 on their general intentions. For defenders, it shows how fast a trivial agreement can obligate you to disproportionate follow-through — a five-word promise on a beach produced pursuit of a thief. The Cialdini fresh-start test applies: \"Absent that small yes, would I choose this action on its own merits?\" Sometimes the answer is yes anyway (stopping a theft is defensible fresh); the test's value is knowing *which* force is driving you.\n\nThe mapped steps:\n1. Identify: decision = confront a thief; prior commitment = a verbal agreement to watch belongings; stakes = personal risk for a stranger's property\n2. Commitment properties: active, public, effortful, voluntary — all four amplifiers present in a five-word exchange\n3. Behavioral delta: intervention rose from 4 of 20 subjects to 19 of 20 once the verbal commitment was secured\n4. Ethical line: truthful ask, real exit option, mutual benefit — clean design-side application\n5. Design lesson: secure a small explicit \"yes\" instead of relying on diffuse goodwill; defense lesson: apply the fresh-start test to trivial promises before they compel disproportionate action\n6. Robustness: replicated in a second field setting (automat, suitcase) with the same pattern\n\nPrimary source: Moriarty, T. (1975). \"Crime, Commitment, and the Responsive Bystander: Two Field Experiments.\" *Journal of Personality and Social Psychology*, 31(2), 370-376.\n\nFile v1.0.5:skill-card.md\n\n## Description:\n\nHelps agents analyze commitment-and-consistency dynamics, design transparent voluntary commitment paths, and defend users from escalation based on prior small commitments.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[deciqai](https://clawhub.ai/user/deciqai)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nEmployees, external users, and agents use this skill to evaluate whether prior commitments are shaping a current decision, or to design ethical onboarding, sales, hiring, fundraising, and behavior-change paths with clear exits.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill can be misused to design coercive persuasion paths or exploit a person's prior commitments.\n\nMitigation: Use it only for transparent, voluntary, user-benefiting commitment paths with clear exits, and check each step against the skill's ethical line.\n\nRisk: Commitment analysis can encourage disproportionate follow-through, including physical risk or confrontation, when a small prior commitment feels binding.\n\nMitigation: Apply the fresh-start test and assess the current action on its own merits before escalating or encouraging confrontation.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/deciqai/skills/commitment-consistency)\n- [Commitment-Consistency sources](references/sources.md)\n- [Freedman-Fraser 1966, Cialdini systematization, and modern applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md)\n- [Moriarty 1975 beach theft study](examples/moriarty-1975-beach-blanket-theft-study.md)\n- [deciqAI skill metadata](https://www.deciqai.com/s/commitment-consistency.json)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, guidance]\n\n**Output Format:** [Markdown analysis with structured headings and step-by-step guidance]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May ask one question at a time in coach mode before producing the final analysis.]\n\n## Skill Version(s):\n\n1.0.5 (source: server release evidence)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.4: 6 files, 11065 bytes\n\nFiles: examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md (5279b), examples/moriarty-1975-beach-blanket-theft-study.md (4419b), references/sources.md (1543b), skill-card.md (2292b), SKILL.md (7839b), _meta.json (141b)\n\nFile v1.0.4:SKILL.md\n\n---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with `reciprocity`, `social-proof`, `anchoring`, `door-in-the-face`, `sunk-cost-fallacy`.\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder (ultimate goal → small steps). Each step must be voluntary, effortful, visible, and genuinely serve the user. Include exit options at each stage.\n\n**Step 3 — If defending:** apply the Cialdini fresh-start test. *\"Knowing what I know now, if I had not made the prior commitments, would I make the same choice?\"* If no, the consistency drive is the trap.\n\n**Step 4 — Check the ethical line:** Does each step benefit the user? Are exits clearly available? Are commitments truthful? Is the counterparty using this for the user's benefit or for manipulation?\n\n**Step 5 — Apply or resist:** build small commitments deliberately (design) or articulate the decision on its own merits (defense). Document so consistency drives don't re-emerge.\n\n**Step 6 — Monitor:** high churn or regret after a designed path = ethical line was crossed. Ongoing \"I committed so I must\" feeling = apply fresh-start test again.\n\n## Output: Commitment-Consistency Analysis\n\n```markdown\n# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan\n```\n\n*→ Method in Action: [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) · [Moriarty 1975 Beach Theft](examples/moriarty-1975-beach-blanket-theft-study.md)*\n\n## Pack: Commitment-Consistency Application Patterns\n\n| Domain | Small commitment | Larger subsequent commitment | Ethical note |\n|---|---|---|---|\n| B2B sales | Discovery call | Demo → trial → contract | Genuine fit; easy exit |\n| SaaS onboarding | Profile setup | Free trial → paid subscription | Real value; easy cancellation |\n| Hiring | Initial interview | Multi-round → offer | Realistic role description |\n| Fundraising | Intro coffee | Pitch → soft commit → close | Honest pipeline communication |\n| Behavior change | Daily check-in | 30-day streak → habit formation | User-controlled; no shame on lapse |\n| Subscription products | Free trial | Paid → annual → enterprise | Trial = real product |\n| Education | Free intro lesson | Course → certificate → degree | Genuine learning; fair pricing |\n| Community building | First post / vote | Regular engagement → moderator | Community-owned norms |\n\n*→ Primary sources: [references/sources.md](references/sources.md)*\n\n## Common Rationalizations\n\n**[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.**\n\n| Fake move | Reality |\n|---|---|\n| [D] \"I committed to this, I have to see it through\" | Apply fresh-start test. If you wouldn't choose this today, the consistency drive is the trap. |\n| [D] \"It's just one small step\" | Small steps are how the dynamic operates — each is part of a ladder. |\n| [D] \"Quitting now wastes the previous effort\" | That's sunk cost. Combined with consistency drive, it's especially powerful. See `sunk-cost-fallacy`. |\n| [D] \"Everyone uses commitment paths; it's fine\" | Most are ethical. The line is on user benefit, not on whether the path exists. |\n| [D] \"I'd look weak if I changed my mind\" | Updating beliefs based on new information is strength, not weakness. |\n| [D] \"I'll defend rationally in the moment\" | Empirically false. The defense must be structural; in-the-moment cognition is heavily influenced. |\n| *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* |\n\n## Red Flags\n\n- Series of small commitments requested without the long-term ask being disclosed\n- \"I committed to this; I have to follow through\" is the operative justification\n- Counterparty's escalation pattern resembles a designed commitment ladder\n- Sunk cost + consistency are reinforcing each other\n- Public commitment was elicited and is now being leveraged\n\n## Verification\n\n- [ ] If designing: ladder is voluntary, effortful, public, and serves the user; exit options available\n- [ ] If defending: Cialdini fresh-start test applied; decision justified on its own merits\n- [ ] Ethical line (user benefit, transparency, exit options) examined\n- [ ] Sunk cost separated from consistency drive\n- [ ] Monitoring plan in place\n\n---\n\n*Part of **deciqAI Knowledge Skills** — 164 open-source thinking skills that make rigor executable for AI agents. The same skills power every deciqAI agent, which runs them autonomously to operate your company. **See it run → https://www.deciqai.com/c/commitment-consistency** · ⭐ Star the repo → https://github.com/deciqAI/knowledge-skills · Contributions welcome.*\n\nFile v1.0.4:_meta.json\n\n{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.4\",\n  \"publishedAt\": 1783508220728\n}\n\nFile v1.0.4:references/sources.md\n\n# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119.\n\nFile v1.0.4:examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md\n\n# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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 literature is decisive that this works far better than asking for the full commitment up front. Done ethically (with genuine product fit and easy exits), it serves both parties.\n\n**Behavior-change programs.** Weight Watchers, AA, Couch-to-5K, language-learning apps — all rely on small, public, voluntary commitments to build toward larger goals. The empirical evidence on these programs' efficacy depends substantially on the commitment-and-consistency dynamic.\n\n**Political campaigns.** Voter contact strategies routinely use small commitments (yard sign, donation, attending an event) as foot-in-the-door techniques for the larger commitment of voting and persuading others.\n\n**Online onboarding flows.** Apps that ask users for a small commitment first (set up profile, customize one setting, complete one task) substantially outperform apps that ask for the larger commitment immediately. LinkedIn's profile-completion gamification, Duolingo's daily streak commitments, GitHub's contribution graphs — all leverage the dynamic.\n\n**Defensive applications.** Sophisticated negotiators, investors, and consumers learn to recognize when they're being escalated. The Cialdini fresh-start question, applied rigorously, prevents the consistency drive from being weaponized against the chooser.\n\nThree operational lessons:\n\n**First, small commitments are more powerful than they look.** The Freedman-Fraser 3× compliance increase from a trivial petition was startling at the time and has been replicated many times. Underestimating the power of small commitments — both when designing and when being targeted — is a common error.\n\n**Second, the ethical line is on user benefit and exit options.** Commitment paths that serve the user (genuine product fit, easy exits, truthful representation) are ethical and operate at scale across modern commerce. Paths that don't (deceptive small step, locked-in commitment, no exit) are manipulation regardless of how effective they are.\n\n**Third, the Cialdini fresh-start defense is operationally critical.** When you find yourself rationalizing why you must follow through on a prior commitment, the question \"would I make this choice fresh?\" is the structural defense. It separates principled consistency from consistency-as-trap.\n\nFile v1.0.4:examples/moriarty-1975-beach-blanket-theft-study.md\n\n# Method in Action: Moriarty's Beach Blanket Theft Experiments (1975)\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThomas 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.\n\n**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.\n\n**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.\n\n**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.\n\n**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.\n\n**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 on their general intentions. For defenders, it shows how fast a trivial agreement can obligate you to disproportionate follow-through — a five-word promise on a beach produced pursuit of a thief. The Cialdini fresh-start test applies: \"Absent that small yes, would I choose this action on its own merits?\" Sometimes the answer is yes anyway (stopping a theft is defensible fresh); the test's value is knowing *which* force is driving you.\n\nThe mapped steps:\n1. Identify: decision = confront a thief; prior commitment = a verbal agreement to watch belongings; stakes = personal risk for a stranger's property\n2. Commitment properties: active, public, effortful, voluntary — all four amplifiers present in a five-word exchange\n3. Behavioral delta: intervention rose from 4 of 20 subjects to 19 of 20 once the verbal commitment was secured\n4. Ethical line: truthful ask, real exit option, mutual benefit — clean design-side application\n5. Design lesson: secure a small explicit \"yes\" instead of relying on diffuse goodwill; defense lesson: apply the fresh-start test to trivial promises before they compel disproportionate action\n6. Robustness: replicated in a second field setting (automat, suitcase) with the same pattern\n\nPrimary source: Moriarty, T. (1975). \"Crime, Commitment, and the Responsive Bystander: Two Field Experiments.\" *Journal of Personality and Social Psychology*, 31(2), 370-376.\n\nFile v1.0.4:skill-card.md\n\n## Description: <br>\nHelps agents design ethical commitment paths or evaluate whether prior commitments are pulling a user toward a decision they would not choose fresh. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[deciqai](https://clawhub.ai/user/deciqai) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nEmployees, external users, and developers use this skill to design voluntary commitment ladders for onboarding, sales, hiring, fundraising, or behavior change, and to defend against escalation driven by prior commitments. It guides the agent to check user benefit, truthful commitments, exit options, and the fresh-start test before recommending action. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Commitment ladders can be used to pressure people into larger decisions after small commitments. <br>\nMitigation: Use the skill's ethical checks: commitments should be voluntary, truthful, beneficial to the user, and paired with clear exit options. <br>\nRisk: A user may continue a decision mainly because they already committed. <br>\nMitigation: Apply the fresh-start test and evaluate the decision on its current merits before recommending follow-through. <br>\n\n\n## Reference(s): <br>\n- [Sources - commitment-consistency](references/sources.md) <br>\n- [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) <br>\n- [Moriarty 1975 Beach Blanket Theft](examples/moriarty-1975-beach-blanket-theft-study.md) <br>\n- [ClawHub skill page](https://clawhub.ai/deciqai/skills/commitment-consistency) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, guidance] <br>\n**Output Format:** [Markdown analysis with structured headings] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [None] <br>\n\n## Skill Version(s): <br>\n1.0.4 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.3: 6 files, 11341 bytes\n\nFiles: examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md (5279b), examples/moriarty-1975-beach-blanket-theft-study.md (4419b), references/sources.md (1543b), skill-card.md (2709b), SKILL.md (7951b), _meta.json (141b)\n\nFile v1.0.3:SKILL.md\n\n---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with `reciprocity`, `social-proof`, `anchoring`, `door-in-the-face`, `sunk-cost-fallacy`.\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder (ultimate goal → small steps). Each step must be voluntary, effortful, visible, and genuinely serve the user. Include exit options at each stage.\n\n**Step 3 — If defending:** apply the Cialdini fresh-start test. *\"Knowing what I know now, if I had not made the prior commitments, would I make the same choice?\"* If no, the consistency drive is the trap.\n\n**Step 4 — Check the ethical line:** Does each step benefit the user? Are exits clearly available? Are commitments truthful? Is the counterparty using this for the user's benefit or for manipulation?\n\n**Step 5 — Apply or resist:** build small commitments deliberately (design) or articulate the decision on its own merits (defense). Document so consistency drives don't re-emerge.\n\n**Step 6 — Monitor:** high churn or regret after a designed path = ethical line was crossed. Ongoing \"I committed so I must\" feeling = apply fresh-start test again.\n\n## Output: Commitment-Consistency Analysis\n\n```markdown\n# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan\n```\n\n*→ Method in Action: [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) · [Moriarty 1975 Beach Theft](examples/moriarty-1975-beach-blanket-theft-study.md)*\n\n## Pack: Commitment-Consistency Application Patterns\n\n| Domain | Small commitment | Larger subsequent commitment | Ethical note |\n|---|---|---|---|\n| B2B sales | Discovery call | Demo → trial → contract | Genuine fit; easy exit |\n| SaaS onboarding | Profile setup | Free trial → paid subscription | Real value; easy cancellation |\n| Hiring | Initial interview | Multi-round → offer | Realistic role description |\n| Fundraising | Intro coffee | Pitch → soft commit → close | Honest pipeline communication |\n| Behavior change | Daily check-in | 30-day streak → habit formation | User-controlled; no shame on lapse |\n| Subscription products | Free trial | Paid → annual → enterprise | Trial = real product |\n| Education | Free intro lesson | Course → certificate → degree | Genuine learning; fair pricing |\n| Community building | First post / vote | Regular engagement → moderator | Community-owned norms |\n\n*→ Primary sources: [references/sources.md](references/sources.md)*\n\n## Common Rationalizations\n\n**[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.**\n\n| Fake move | Reality |\n|---|---|\n| [D] \"I committed to this, I have to see it through\" | Apply fresh-start test. If you wouldn't choose this today, the consistency drive is the trap. |\n| [D] \"It's just one small step\" | Small steps are how the dynamic operates — each is part of a ladder. |\n| [D] \"Quitting now wastes the previous effort\" | That's sunk cost. Combined with consistency drive, it's especially powerful. See `sunk-cost-fallacy`. |\n| [D] \"Everyone uses commitment paths; it's fine\" | Most are ethical. The line is on user benefit, not on whether the path exists. |\n| [D] \"I'd look weak if I changed my mind\" | Updating beliefs based on new information is strength, not weakness. |\n| [D] \"I'll defend rationally in the moment\" | Empirically false. The defense must be structural; in-the-moment cognition is heavily influenced. |\n| *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* |\n\n## Red Flags\n\n- Series of small commitments requested without the long-term ask being disclosed\n- \"I committed to this; I have to follow through\" is the operative justification\n- Counterparty's escalation pattern resembles a designed commitment ladder\n- Sunk cost + consistency are reinforcing each other\n- Public commitment was elicited and is now being leveraged\n\n## Verification\n\n- [ ] If designing: ladder is voluntary, effortful, public, and serves the user; exit options available\n- [ ] If defending: Cialdini fresh-start test applied; decision justified on its own merits\n- [ ] Ethical line (user benefit, transparency, exit options) examined\n- [ ] Sunk cost separated from consistency drive\n- [ ] Monitoring plan in place\n\n---\n\n*Part of **deciqAI Knowledge Skills** — 163 open-source thinking skills that make rigor executable for AI agents. The same skills power every deciqAI agent, which runs them autonomously to operate your company. **See it run → https://www.deciqai.com/skills/commitment-consistency?utm_source=clawhub&utm_medium=marketplace&utm_campaign=knowledge-skills&utm_content=commitment-consistency** · ⭐ Star the repo → https://github.com/deciqAI/knowledge-skills · Contributions welcome.*\n\nFile v1.0.3:_meta.json\n\n{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.3\",\n  \"publishedAt\": 1783482660526\n}\n\nFile v1.0.3:references/sources.md\n\n# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119.\n\nFile v1.0.3:examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md\n\n# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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 literature is decisive that this works far better than asking for the full commitment up front. Done ethically (with genuine product fit and easy exits), it serves both parties.\n\n**Behavior-change programs.** Weight Watchers, AA, Couch-to-5K, language-learning apps — all rely on small, public, voluntary commitments to build toward larger goals. The empirical evidence on these programs' efficacy depends substantially on the commitment-and-consistency dynamic.\n\n**Political campaigns.** Voter contact strategies routinely use small commitments (yard sign, donation, attending an event) as foot-in-the-door techniques for the larger commitment of voting and persuading others.\n\n**Online onboarding flows.** Apps that ask users for a small commitment first (set up profile, customize one setting, complete one task) substantially outperform apps that ask for the larger commitment immediately. LinkedIn's profile-completion gamification, Duolingo's daily streak commitments, GitHub's contribution graphs — all leverage the dynamic.\n\n**Defensive applications.** Sophisticated negotiators, investors, and consumers learn to recognize when they're being escalated. The Cialdini fresh-start question, applied rigorously, prevents the consistency drive from being weaponized against the chooser.\n\nThree operational lessons:\n\n**First, small commitments are more powerful than they look.** The Freedman-Fraser 3× compliance increase from a trivial petition was startling at the time and has been replicated many times. Underestimating the power of small commitments — both when designing and when being targeted — is a common error.\n\n**Second, the ethical line is on user benefit and exit options.** Commitment paths that serve the user (genuine product fit, easy exits, truthful representation) are ethical and operate at scale across modern commerce. Paths that don't (deceptive small step, locked-in commitment, no exit) are manipulation regardless of how effective they are.\n\n**Third, the Cialdini fresh-start defense is operationally critical.** When you find yourself rationalizing why you must follow through on a prior commitment, the question \"would I make this choice fresh?\" is the structural defense. It separates principled consistency from consistency-as-trap.\n\nFile v1.0.3:examples/moriarty-1975-beach-blanket-theft-study.md\n\n# Method in Action: Moriarty's Beach Blanket Theft Experiments (1975)\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThomas 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.\n\n**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.\n\n**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.\n\n**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.\n\n**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.\n\n**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 on their general intentions. For defenders, it shows how fast a trivial agreement can obligate you to disproportionate follow-through — a five-word promise on a beach produced pursuit of a thief. The Cialdini fresh-start test applies: \"Absent that small yes, would I choose this action on its own merits?\" Sometimes the answer is yes anyway (stopping a theft is defensible fresh); the test's value is knowing *which* force is driving you.\n\nThe mapped steps:\n1. Identify: decision = confront a thief; prior commitment = a verbal agreement to watch belongings; stakes = personal risk for a stranger's property\n2. Commitment properties: active, public, effortful, voluntary — all four amplifiers present in a five-word exchange\n3. Behavioral delta: intervention rose from 4 of 20 subjects to 19 of 20 once the verbal commitment was secured\n4. Ethical line: truthful ask, real exit option, mutual benefit — clean design-side application\n5. Design lesson: secure a small explicit \"yes\" instead of relying on diffuse goodwill; defense lesson: apply the fresh-start test to trivial promises before they compel disproportionate action\n6. Robustness: replicated in a second field setting (automat, suitcase) with the same pattern\n\nPrimary source: Moriarty, T. (1975). \"Crime, Commitment, and the Responsive Bystander: Two Field Experiments.\" *Journal of Personality and Social Psychology*, 31(2), 370-376.\n\nFile v1.0.3:skill-card.md\n\n## Description: <br>\nHelps agents design ethical commitment paths or evaluate whether prior small commitments are pulling a user toward a larger decision they would not choose fresh. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[deciqai](https://clawhub.ai/user/deciqai) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users and developers use this skill to structure onboarding, sales, hiring, fundraising, or behavior-change paths around voluntary commitments, or to defend against escalation driven by past commitments. It emphasizes user benefit, transparency, clear exits, and a fresh-start test for decisions. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: The skill can help design commitment ladders that may become manipulative if steps are not transparent, voluntary, or beneficial to the user. <br>\nMitigation: Apply the bundled ethical checks: each step should serve the user, be truthful and voluntary, and include clear exit options. <br>\nRisk: Users may continue a decision mainly because prior commitments make reversal feel inconsistent. <br>\nMitigation: Use the fresh-start test from the skill: ask whether the same choice would be made today without the prior commitments, then decide on current merits. <br>\n\n\n## Reference(s): <br>\n- [Primary sources](references/sources.md) <br>\n- [Freedman-Fraser 1966, Cialdini, and modern applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) <br>\n- [Moriarty 1975 beach blanket theft study](examples/moriarty-1975-beach-blanket-theft-study.md) <br>\n- [ClawHub skill page](https://clawhub.ai/deciqai/skills/commitment-consistency) <br>\n- [deciqAI skill page](https://www.deciqai.com/skills/commitment-consistency?utm_source=clawhub&utm_medium=marketplace&utm_campaign=knowledge-skills&utm_content=commitment-consistency) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [guidance, markdown, text] <br>\n**Output Format:** [Markdown analysis with structured headings and, when needed, short step-by-step coaching questions.] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Text-only skill; no tools, API calls, credential variables, persistence, or hidden execution were found in server security evidence.] <br>\n\n## Skill Version(s): <br>\n1.0.3 (source: server release metadata) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.2: 5 files, 8677 bytes\n\nFiles: examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md (5279b), references/sources.md (1336b), skill-card.md (2325b), SKILL.md (7867b), _meta.json (141b)\n\nFile v1.0.2:SKILL.md\n\n---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with `reciprocity`, `social-proof`, `anchoring`, `door-in-the-face`, `sunk-cost-fallacy`.\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder (ultimate goal → small steps). Each step must be voluntary, effortful, visible, and genuinely serve the user. Include exit options at each stage.\n\n**Step 3 — If defending:** apply the Cialdini fresh-start test. *\"Knowing what I know now, if I had not made the prior commitments, would I make the same choice?\"* If no, the consistency drive is the trap.\n\n**Step 4 — Check the ethical line:** Does each step benefit the user? Are exits clearly available? Are commitments truthful? Is the counterparty using this for the user's benefit or for manipulation?\n\n**Step 5 — Apply or resist:** build small commitments deliberately (design) or articulate the decision on its own merits (defense). Document so consistency drives don't re-emerge.\n\n**Step 6 — Monitor:** high churn or regret after a designed path = ethical line was crossed. Ongoing \"I committed so I must\" feeling = apply fresh-start test again.\n\n## Output: Commitment-Consistency Analysis\n\n```markdown\n# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan\n```\n\n*→ Method in Action: [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md)*\n\n## Pack: Commitment-Consistency Application Patterns\n\n| Domain | Small commitment | Larger subsequent commitment | Ethical note |\n|---|---|---|---|\n| B2B sales | Discovery call | Demo → trial → contract | Genuine fit; easy exit |\n| SaaS onboarding | Profile setup | Free trial → paid subscription | Real value; easy cancellation |\n| Hiring | Initial interview | Multi-round → offer | Realistic role description |\n| Fundraising | Intro coffee | Pitch → soft commit → close | Honest pipeline communication |\n| Behavior change | Daily check-in | 30-day streak → habit formation | User-controlled; no shame on lapse |\n| Subscription products | Free trial | Paid → annual → enterprise | Trial = real product |\n| Education | Free intro lesson | Course → certificate → degree | Genuine learning; fair pricing |\n| Community building | First post / vote | Regular engagement → moderator | Community-owned norms |\n\n*→ Primary sources: [references/sources.md](references/sources.md)*\n\n## Common Rationalizations\n\n**[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.**\n\n| Fake move | Reality |\n|---|---|\n| [D] \"I committed to this, I have to see it through\" | Apply fresh-start test. If you wouldn't choose this today, the consistency drive is the trap. |\n| [D] \"It's just one small step\" | Small steps are how the dynamic operates — each is part of a ladder. |\n| [D] \"Quitting now wastes the previous effort\" | That's sunk cost. Combined with consistency drive, it's especially powerful. See `sunk-cost-fallacy`. |\n| [D] \"Everyone uses commitment paths; it's fine\" | Most are ethical. The line is on user benefit, not on whether the path exists. |\n| [D] \"I'd look weak if I changed my mind\" | Updating beliefs based on new information is strength, not weakness. |\n| [D] \"I'll defend rationally in the moment\" | Empirically false. The defense must be structural; in-the-moment cognition is heavily influenced. |\n| *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* |\n\n## Red Flags\n\n- Series of small commitments requested without the long-term ask being disclosed\n- \"I committed to this; I have to follow through\" is the operative justification\n- Counterparty's escalation pattern resembles a designed commitment ladder\n- Sunk cost + consistency are reinforcing each other\n- Public commitment was elicited and is now being leveraged\n\n## Verification\n\n- [ ] If designing: ladder is voluntary, effortful, public, and serves the user; exit options available\n- [ ] If defending: Cialdini fresh-start test applied; decision justified on its own merits\n- [ ] Ethical line (user benefit, transparency, exit options) examined\n- [ ] Sunk cost separated from consistency drive\n- [ ] Monitoring plan in place\n\n---\n\n*Part of **deciqAI Knowledge Skills** — 163 open-source thinking skills that make rigor executable for AI agents. The same skills power every deciqAI agent, which runs them autonomously to operate your company. **See it run → https://www.deciqai.com/skills/commitment-consistency?utm_source=clawhub&utm_medium=marketplace&utm_campaign=knowledge-skills&utm_content=commitment-consistency** · ⭐ Star the repo → https://github.com/deciqAI/knowledge-skills · Contributions welcome.*\n\nFile v1.0.2:_meta.json\n\n{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.2\",\n  \"publishedAt\": 1783471274703\n}\n\nFile v1.0.2:references/sources.md\n\n# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119.\n\nFile v1.0.2:examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md\n\n# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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 literature is decisive that this works far better than asking for the full commitment up front. Done ethically (with genuine product fit and easy exits), it serves both parties.\n\n**Behavior-change programs.** Weight Watchers, AA, Couch-to-5K, language-learning apps — all rely on small, public, voluntary commitments to build toward larger goals. The empirical evidence on these programs' efficacy depends substantially on the commitment-and-consistency dynamic.\n\n**Political campaigns.** Voter contact strategies routinely use small commitments (yard sign, donation, attending an event) as foot-in-the-door techniques for the larger commitment of voting and persuading others.\n\n**Online onboarding flows.** Apps that ask users for a small commitment first (set up profile, customize one setting, complete one task) substantially outperform apps that ask for the larger commitment immediately. LinkedIn's profile-completion gamification, Duolingo's daily streak commitments, GitHub's contribution graphs — all leverage the dynamic.\n\n**Defensive applications.** Sophisticated negotiators, investors, and consumers learn to recognize when they're being escalated. The Cialdini fresh-start question, applied rigorously, prevents the consistency drive from being weaponized against the chooser.\n\nThree operational lessons:\n\n**First, small commitments are more powerful than they look.** The Freedman-Fraser 3× compliance increase from a trivial petition was startling at the time and has been replicated many times. Underestimating the power of small commitments — both when designing and when being targeted — is a common error.\n\n**Second, the ethical line is on user benefit and exit options.** Commitment paths that serve the user (genuine product fit, easy exits, truthful representation) are ethical and operate at scale across modern commerce. Paths that don't (deceptive small step, locked-in commitment, no exit) are manipulation regardless of how effective they are.\n\n**Third, the Cialdini fresh-start defense is operationally critical.** When you find yourself rationalizing why you must follow through on a prior commitment, the question \"would I make this choice fresh?\" is the structural defense. It separates principled consistency from consistency-as-trap.\n\nFile v1.0.2:skill-card.md\n\n## Description: <br>\nHelps agents design ethical commitment paths or evaluate whether prior commitments are pulling a user toward a bigger decision they would not choose fresh. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[deciqai](https://clawhub.ai/user/deciqai) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nEmployees, external teams, and developers use this skill to design onboarding, sales, hiring, fundraising, and behavior-change commitment paths with transparency and exit options. They also use it defensively to test whether prior small commitments are distorting a current decision. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Commitment paths can become manipulative if small steps hide the long-term ask or pressure the user to escalate. <br>\nMitigation: Use transparent goals, truthful commitments, user benefit, voluntary steps, and clear exit options at each stage. <br>\nRisk: Commitment framing can be harmful when a person already has limited choice or is rationalizing a poor decision because of prior effort. <br>\nMitigation: Do not use the skill to pressure constrained users; apply the fresh-start test and justify the decision on its current merits. <br>\n\n\n## Reference(s): <br>\n- [Sources - commitment-consistency](references/sources.md) <br>\n- [Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) <br>\n- [Commitment and Consistency on ClawHub](https://clawhub.ai/deciqai/skills/commitment-consistency) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, guidance] <br>\n**Output Format:** [Markdown analysis with structured headings] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Interactive coaching mode may pause for user input before completing the analysis.] <br>\n\n## Skill Version(s): <br>\n1.0.2 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.1: 5 files, 8614 bytes\n\nFiles: examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md (5279b), references/sources.md (1336b), skill-card.md (2491b), SKILL.md (7773b), _meta.json (141b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with [`reciprocity`](../reciprocity/SKILL.md), [`social-proof`](../social-proof/SKILL.md), [`anchoring`](../anchoring/SKILL.md), [`door-in-the-face`](../door-in-the-face/SKILL.md), [`sunk-cost-fallacy`](../sunk-cost-fallacy/SKILL.md).\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder (ultimate goal → small steps). Each step must be voluntary, effortful, visible, and genuinely serve the user. Include exit options at each stage.\n\n**Step 3 — If defending:** apply the Cialdini fresh-start test. *\"Knowing what I know now, if I had not made the prior commitments, would I make the same choice?\"* If no, the consistency drive is the trap.\n\n**Step 4 — Check the ethical line:** Does each step benefit the user? Are exits clearly available? Are commitments truthful? Is the counterparty using this for the user's benefit or for manipulation?\n\n**Step 5 — Apply or resist:** build small commitments deliberately (design) or articulate the decision on its own merits (defense). Document so consistency drives don't re-emerge.\n\n**Step 6 — Monitor:** high churn or regret after a designed path = ethical line was crossed. Ongoing \"I committed so I must\" feeling = apply fresh-start test again.\n\n## Output: Commitment-Consistency Analysis\n\n```markdown\n# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan\n```\n\n*→ Method in Action: [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md)*\n\n## Pack: Commitment-Consistency Application Patterns\n\n| Domain | Small commitment | Larger subsequent commitment | Ethical note |\n|---|---|---|---|\n| B2B sales | Discovery call | Demo → trial → contract | Genuine fit; easy exit |\n| SaaS onboarding | Profile setup | Free trial → paid subscription | Real value; easy cancellation |\n| Hiring | Initial interview | Multi-round → offer | Realistic role description |\n| Fundraising | Intro coffee | Pitch → soft commit → close | Honest pipeline communication |\n| Behavior change | Daily check-in | 30-day streak → habit formation | User-controlled; no shame on lapse |\n| Subscription products | Free trial | Paid → annual → enterprise | Trial = real product |\n| Education | Free intro lesson | Course → certificate → degree | Genuine learning; fair pricing |\n| Community building | First post / vote | Regular engagement → moderator | Community-owned norms |\n\n*→ Primary sources: [references/sources.md](references/sources.md)*\n\n## Common Rationalizations\n\n**[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.**\n\n| Fake move | Reality |\n|---|---|\n| [D] \"I committed to this, I have to see it through\" | Apply fresh-start test. If you wouldn't choose this today, the consistency drive is the trap. |\n| [D] \"It's just one small step\" | Small steps are how the dynamic operates — each is part of a ladder. |\n| [D] \"Quitting now wastes the previous effort\" | That's sunk cost. Combined with consistency drive, it's especially powerful. See [`sunk-cost-fallacy`](../sunk-cost-fallacy/SKILL.md). |\n| [D] \"Everyone uses commitment paths; it's fine\" | Most are ethical. The line is on user benefit, not on whether the path exists. |\n| [D] \"I'd look weak if I changed my mind\" | Updating beliefs based on new information is strength, not weakness. |\n| [D] \"I'll defend rationally in the moment\" | Empirically false. The defense must be structural; in-the-moment cognition is heavily influenced. |\n| *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* |\n\n## Red Flags\n\n- Series of small commitments requested without the long-term ask being disclosed\n- \"I committed to this; I have to follow through\" is the operative justification\n- Counterparty's escalation pattern resembles a designed commitment ladder\n- Sunk cost + consistency are reinforcing each other\n- Public commitment was elicited and is now being leveraged\n\n## Verification\n\n- [ ] If designing: ladder is voluntary, effortful, public, and serves the user; exit options available\n- [ ] If defending: Cialdini fresh-start test applied; decision justified on its own merits\n- [ ] Ethical line (user benefit, transparency, exit options) examined\n- [ ] Sunk cost separated from consistency drive\n- [ ] Monitoring plan in place\n\n---\n\n*Part of **deciqAI Knowledge Skills** — open-source thinking skills that make rigor executable for AI agents. Built by deciqAI · https://deciqai.com · Contributions welcome — see the template at the repo root.*\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1783456260855\n}\n\nFile v1.0.1:references/sources.md\n\n# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119.\n\nFile v1.0.1:examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md\n\n# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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 literature is decisive that this works far better than asking for the full commitment up front. Done ethically (with genuine product fit and easy exits), it serves both parties.\n\n**Behavior-change programs.** Weight Watchers, AA, Couch-to-5K, language-learning apps — all rely on small, public, voluntary commitments to build toward larger goals. The empirical evidence on these programs' efficacy depends substantially on the commitment-and-consistency dynamic.\n\n**Political campaigns.** Voter contact strategies routinely use small commitments (yard sign, donation, attending an event) as foot-in-the-door techniques for the larger commitment of voting and persuading others.\n\n**Online onboarding flows.** Apps that ask users for a small commitment first (set up profile, customize one setting, complete one task) substantially outperform apps that ask for the larger commitment immediately. LinkedIn's profile-completion gamification, Duolingo's daily streak commitments, GitHub's contribution graphs — all leverage the dynamic.\n\n**Defensive applications.** Sophisticated negotiators, investors, and consumers learn to recognize when they're being escalated. The Cialdini fresh-start question, applied rigorously, prevents the consistency drive from being weaponized against the chooser.\n\nThree operational lessons:\n\n**First, small commitments are more powerful than they look.** The Freedman-Fraser 3× compliance increase from a trivial petition was startling at the time and has been replicated many times. Underestimating the power of small commitments — both when designing and when being targeted — is a common error.\n\n**Second, the ethical line is on user benefit and exit options.** Commitment paths that serve the user (genuine product fit, easy exits, truthful representation) are ethical and operate at scale across modern commerce. Paths that don't (deceptive small step, locked-in commitment, no exit) are manipulation regardless of how effective they are.\n\n**Third, the Cialdini fresh-start defense is operationally critical.** When you find yourself rationalizing why you must follow through on a prior commitment, the question \"would I make this choice fresh?\" is the structural defense. It separates principled consistency from consistency-as-trap.\n\nFile v1.0.1:skill-card.md\n\n## Description: <br>\nHelps an agent design ethical commitment paths for onboarding, sales, hiring, fundraising, and behavior change, or evaluate when prior commitments are pressuring a user toward a decision they would not choose fresh. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[deciqai](https://clawhub.ai/user/deciqai) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nEmployees, external practitioners, and agents use this skill to structure ethical commitment ladders or defend against high-pressure escalation. It is suited for onboarding, sales, hiring, fundraising, behavior-change, and decision-review workflows where prior commitments affect future choices. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Persuasion guidance could be used to pressure people through commitment ladders, especially in sales, onboarding, fundraising, or hiring contexts. <br>\nMitigation: Use the skill only with transparency, genuine user benefit, truthful commitments, and clear exit options at each stage. <br>\nRisk: A user may continue a poor decision mainly because prior commitments create pressure to stay consistent. <br>\nMitigation: Apply the fresh-start test and judge the current decision on its own merits before recommending follow-through. <br>\n\n\n## Reference(s): <br>\n- [Sources - commitment-consistency](references/sources.md) <br>\n- [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) <br>\n- [Commitment and Consistency on ClawHub](https://clawhub.ai/deciqai/skills/commitment-consistency) <br>\n- [deciqai publisher profile](https://clawhub.ai/user/deciqai) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [Analysis, Markdown, Guidance] <br>\n**Output Format:** [Markdown structured as a Commitment-Consistency Analysis] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Includes situation, design or defense assessment, ethical-line review, action recommendation, and monitoring plan.] <br>\n\n## Skill Version(s): <br>\n1.0.1 (source: server release evidence) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>\n\nArchive v1.0.0: 5 files, 8494 bytes\n\nFiles: examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md (5279b), references/sources.md (1336b), skill-card.md (2134b), SKILL.md (7773b), _meta.json (141b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with [`reciprocity`](../reciprocity/SKILL.md), [`social-proof`](../social-proof/SKILL.md), [`anchoring`](../anchoring/SKILL.md), [`door-in-the-face`](../door-in-the-face/SKILL.md), [`sunk-cost-fallacy`](../sunk-cost-fallacy/SKILL.md).\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder (ultimate goal → small steps). Each step must be voluntary, effortful, visible, and genuinely serve the user. Include exit options at each stage.\n\n**Step 3 — If defending:** apply the Cialdini fresh-start test. *\"Knowing what I know now, if I had not made the prior commitments, would I make the same choice?\"* If no, the consistency drive is the trap.\n\n**Step 4 — Check the ethical line:** Does each step benefit the user? Are exits clearly available? Are commitments truthful? Is the counterparty using this for the user's benefit or for manipulation?\n\n**Step 5 — Apply or resist:** build small commitments deliberately (design) or articulate the decision on its own merits (defense). Document so consistency drives don't re-emerge.\n\n**Step 6 — Monitor:** high churn or regret after a designed path = ethical line was crossed. Ongoing \"I committed so I must\" feeling = apply fresh-start test again.\n\n## Output: Commitment-Consistency Analysis\n\n```markdown\n# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan\n```\n\n*→ Method in Action: [Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md)*\n\n## Pack: Commitment-Consistency Application Patterns\n\n| Domain | Small commitment | Larger subsequent commitment | Ethical note |\n|---|---|---|---|\n| B2B sales | Discovery call | Demo → trial → contract | Genuine fit; easy exit |\n| SaaS onboarding | Profile setup | Free trial → paid subscription | Real value; easy cancellation |\n| Hiring | Initial interview | Multi-round → offer | Realistic role description |\n| Fundraising | Intro coffee | Pitch → soft commit → close | Honest pipeline communication |\n| Behavior change | Daily check-in | 30-day streak → habit formation | User-controlled; no shame on lapse |\n| Subscription products | Free trial | Paid → annual → enterprise | Trial = real product |\n| Education | Free intro lesson | Course → certificate → degree | Genuine learning; fair pricing |\n| Community building | First post / vote | Regular engagement → moderator | Community-owned norms |\n\n*→ Primary sources: [references/sources.md](references/sources.md)*\n\n## Common Rationalizations\n\n**[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.**\n\n| Fake move | Reality |\n|---|---|\n| [D] \"I committed to this, I have to see it through\" | Apply fresh-start test. If you wouldn't choose this today, the consistency drive is the trap. |\n| [D] \"It's just one small step\" | Small steps are how the dynamic operates — each is part of a ladder. |\n| [D] \"Quitting now wastes the previous effort\" | That's sunk cost. Combined with consistency drive, it's especially powerful. See [`sunk-cost-fallacy`](../sunk-cost-fallacy/SKILL.md). |\n| [D] \"Everyone uses commitment paths; it's fine\" | Most are ethical. The line is on user benefit, not on whether the path exists. |\n| [D] \"I'd look weak if I changed my mind\" | Updating beliefs based on new information is strength, not weakness. |\n| [D] \"I'll defend rationally in the moment\" | Empirically false. The defense must be structural; in-the-moment cognition is heavily influenced. |\n| *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* |\n\n## Red Flags\n\n- Series of small commitments requested without the long-term ask being disclosed\n- \"I committed to this; I have to follow through\" is the operative justification\n- Counterparty's escalation pattern resembles a designed commitment ladder\n- Sunk cost + consistency are reinforcing each other\n- Public commitment was elicited and is now being leveraged\n\n## Verification\n\n- [ ] If designing: ladder is voluntary, effortful, public, and serves the user; exit options available\n- [ ] If defending: Cialdini fresh-start test applied; decision justified on its own merits\n- [ ] Ethical line (user benefit, transparency, exit options) examined\n- [ ] Sunk cost separated from consistency drive\n- [ ] Monitoring plan in place\n\n---\n\n*Part of **deciqAI Knowledge Skills** — open-source thinking skills that make rigor executable for AI agents. Built by deciqAI · https://deciqai.com · Contributions welcome — see the template at the repo root.*\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1782533847826\n}\n\nFile v1.0.0:references/sources.md\n\n# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119.\n\nFile v1.0.0:examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md\n\n# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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 literature is decisive that this works far better than asking for the full commitment up front. Done ethically (with genuine product fit and easy exits), it serves both parties.\n\n**Behavior-change programs.** Weight Watchers, AA, Couch-to-5K, language-learning apps — all rely on small, public, voluntary commitments to build toward larger goals. The empirical evidence on these programs' efficacy depends substantially on the commitment-and-consistency dynamic.\n\n**Political campaigns.** Voter contact strategies routinely use small commitments (yard sign, donation, attending an event) as foot-in-the-door techniques for the larger commitment of voting and persuading others.\n\n**Online onboarding flows.** Apps that ask users for a small commitment first (set up profile, customize one setting, complete one task) substantially outperform apps that ask for the larger commitment immediately. LinkedIn's profile-completion gamification, Duolingo's daily streak commitments, GitHub's contribution graphs — all leverage the dynamic.\n\n**Defensive applications.** Sophisticated negotiators, investors, and consumers learn to recognize when they're being escalated. The Cialdini fresh-start question, applied rigorously, prevents the consistency drive from being weaponized against the chooser.\n\nThree operational lessons:\n\n**First, small commitments are more powerful than they look.** The Freedman-Fraser 3× compliance increase from a trivial petition was startling at the time and has been replicated many times. Underestimating the power of small commitments — both when designing and when being targeted — is a common error.\n\n**Second, the ethical line is on user benefit and exit options.** Commitment paths that serve the user (genuine product fit, easy exits, truthful representation) are ethical and operate at scale across modern commerce. Paths that don't (deceptive small step, locked-in commitment, no exit) are manipulation regardless of how effective they are.\n\n**Third, the Cialdini fresh-start defense is operationally critical.** When you find yourself rationalizing why you must follow through on a prior commitment, the question \"would I make this choice fresh?\" is the structural defense. It separates principled consistency from consistency-as-trap.\n\nFile v1.0.0:skill-card.md\n\n## Description: <br>\nHelps an agent design ethical commitment paths for onboarding, sales, hiring, fundraising, and behavior change, or evaluate whether prior commitments are pressuring a user into a decision they would not choose fresh. <br>\n\nThis skill is ready for commercial/non-commercial use. <br>\n\n## Publisher: <br>\n[deciqai](https://clawhub.ai/user/deciqai) <br>\n\n### License/Terms of Use: <br>\nMIT-0 <br>\n\n\n## Use Case: <br>\nExternal users and agent operators use this skill to produce a structured commitment-consistency analysis for ethical influence design or defense against escalation pressure. It is suited to onboarding, sales, hiring, fundraising, behavior-change, and personal decision review scenarios where prior commitments matter. <br>\n\n### Deployment Geography for Use: <br>\nGlobal <br>\n\n## Known Risks and Mitigations: <br>\nRisk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. <br>\nMitigation: Review and scan skill before deployment. <br>\n\n## Reference(s): <br>\n- [ClawHub skill page](https://clawhub.ai/deciqai/skills/commitment-consistency) <br>\n- [Primary sources](references/sources.md) <br>\n- [Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications](examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md) <br>\n\n\n## Skill Output: <br>\n**Output Type(s):** [text, markdown, guidance] <br>\n**Output Format:** [Markdown analysis with section headings and concise recommendations] <br>\n**Output Parameters:** [1D] <br>\n**Other Properties Related to Output:** [Documentation-only skill; no code, credential access, persistence, or hidden actions. Keep ethical checks for user benefit, truthful disclosure, voluntary steps, and easy exits.] <br>\n\n## Skill Version(s): <br>\n1.0.0 (source: server evidence release.version) <br>\n\n## Ethical Considerations: <br>\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment. <br>","readmeExcerpt":"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","codeSnippets":[],"executableExamples":[{"language":"markdown","snippet":"# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan"},{"language":"markdown","snippet":"# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan"},{"language":"markdown","snippet":"# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan"},{"language":"markdown","snippet":"# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan"},{"language":"markdown","snippet":"# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan"},{"language":"markdown","snippet":"# Commitment-Consistency Analysis: <decision>\n## Situation — current decision · prior commitments · stakes\n## If designing — goal commitment · step-by-step path · voluntary/effortful/public/serves user · exit options\n## If defending — Cialdini fresh-start result · decision implication\n## Ethical line — designer perspective · user perspective · net assessment\n## Action — implement / resist / modify · monitoring plan"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: commitment-consistency\ndescription: >\n  Activate when: user says \"foot in the door,\" \"I already committed so I have to follow through,\"\n  \"how do I design onboarding / a sales sequence / a commitment ladder,\" \"Cialdini,\" \"would I do\n  this fresh,\" or is evaluating whether past small steps are pulling them into a bigger decision.\n  Do NOT activate when: the situation is genuinely single-shot with no prior commitment history;\n  commitment framing would be used to pressure someone who already has limited choice.\n  More: deciqai.com/c/commitment-consistency\n---\n\n# Commitment and Consistency\n\n## Overview\n\nSmall 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.\n\nComposes with `reciprocity`, `social-proof`, `anchoring`, `door-in-the-face`, `sunk-cost-fallacy`.\n\n## When to Use\n\n- Designing user onboarding, sales sequences, or commitment ladders\n- Hiring or fundraising processes; behavior-change initiatives\n- Evaluating whether past small steps are pulling you toward a current decision you wouldn't otherwise make\n- Defending against high-pressure sales or escalation tactics\n\n**Not when:** genuinely single-shot with no prior commitment history; framing would pressure someone with already limited choice.\n\n## Coaching Novices (Adaptive Front Door)\n\n- **Engine mode:** user has a concrete design or defense situation → run The Process directly.\n- **Coach mode:** user is unfamiliar → guide step by step.\n\nIn Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.\n\n1. **One-line:** small commitments today substantially raise the probability of large commitments tomorrow — design ethically, and use the fresh-start question when defending.\n2. **Check fit.** No commitment history = design mode; prior commitments present = defense mode.\n3. **Elicit the specific situation.** What's the current decision or design? What prior commitments are relevant?\n> **[WAIT — do not advance until user responds]**\n4. **One question at a time:** what's the commitment ladder? Would I make this choice fresh? What's the ethical balance?\n> **[WAIT — do not advance until user responds]**\n5. **Close:** design or defense action + acknowledgment of the consistency drive + plan for re-evaluation.\n> **[WAIT — do not advance until user responds]**\n\n## The Process\n\n**Step 1 — Identify:** current decision or design · prior commitment history · stakes.\n\n**Step 2 — If designing:** map the ladder "},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn754b8sk22s8c6gjxt02bftbn88q7ye\",\n  \"slug\": \"commitment-consistency\",\n  \"version\": \"1.0.5\",\n  \"publishedAt\": 1784224482299\n}"},{"path":"references/sources.md","content":"# Sources — commitment-consistency\n\n> *Primary sources for the [commitment-consistency](../SKILL.md) skill.*\n\n- 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.\n- 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.\n- Cialdini, R. B. (1984/2006). *Influence: The Psychology of Persuasion.* HarperBusiness. ISBN 978-0061241895. Ch. 3.\n- Festinger, L. (1957). *A Theory of Cognitive Dissonance.* Stanford University Press. The cognitive foundation.\n- Cialdini, R. B. (2016). *Pre-Suasion.* Simon & Schuster. ISBN 978-1501109799. The sequel covering attention as precursor.\n- 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.\n- 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.\n- 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.\n- Gilbert, D. T. (1991). \"How mental systems believe.\" *American Psychologist*, 46(2), 107-119."},{"path":"examples/freedman-fraser-1966-cialdini-systematization-modern-applications.md","content":"# Method in Action: Freedman-Fraser 1966 + Cialdini Systematization + Modern Applications\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThe **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.\n\nThe 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.\n\nA 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.\n\n**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:\n\n1. **Active:** the commitment must be enacted, not just thought\n2. **Public:** others must see it (or believe they see it)\n3. **Effortful:** the commitment must require some real effort\n4. **Voluntary:** the committer must believe they chose freely (not under pressure or for reward)\n\nThe more of these four properties a commitment has, the more it locks the committer into subsequent consistent behavior.\n\nCialdini's most important operational contribution was the **defensive question**:\n\n> \"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.\"\n>\n> — Cialdini (1984/2006), p. 109.\n\nThis is the operational version of the [`sunk-cost-fallacy`](../skills/sunk-cost-fallacy/SKILL.md) defense applied to social commitments.\n\n**Modern applications** are extensive:\n\n**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"},{"path":"examples/moriarty-1975-beach-blanket-theft-study.md","content":"# Method in Action: Moriarty's Beach Blanket Theft Experiments (1975)\n\n> *Example for the [commitment-consistency](../SKILL.md) skill.*\n\nThomas 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.\n\n**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.\n\n**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.\n\n**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.\n\n**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.\n\n**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 "}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"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... 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