Customer Commitment Validation
SkillProductivityEvaluate whether customer, sales, investor, partner, or product meetings produced real commitment and advancement instead of polite interest. Use when interpreting meeting outcomes, stalled leads, trial requests, letters of intent, preorders, warm intros, case-study offers, unclear next steps, or compliments after a pitch.
Use Customer Commitment Validation in Claude, ChatGPT or Ahel Desktop
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Also: Claude Code · Cursor · Codex
Then ask your AI: use the Customer Commitment Validation skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by hashgraph-online/awesome-codex-plugins in plugins/LVTD-LLC/skills/skills/customer-commitment-validation/SKILL.md and read by Ahel’s review.
Use this skill after a product, sales, partnership, investor, or customer conversation where the team needs to decide whether the meeting created real progress. The core test is what the other person gave up: time, reputation, or money.
Source Traceability
Primary source: The Mom Test by Rob Fitzpatrick, especially chapters 5 and 8. Guidance is paraphrased for this MIT repo; authoring notes used converted EPUB lines 2365-2790 and 3613-4108.
Commitment Currencies
| Currency | Examples | Signal Strength |
|---|---|---|
| Time | Scheduled next meeting with goals, trial setup work, real feedback session | Medium |
| Reputation | Intro to a decision maker, internal championing, public case study | Medium to high |
| Money | Deposit, preorder, paid pilot, purchase order, signed letter of intent | High |
Compliments, vague "keep me posted" replies, and future-tense buying promises are not commitments.
An advancement must move the real-world funnel to a specific next decision or action. A next step without an owner, date, or customer-side effort is usually weak interest.
Review Workflow
- Restate the meeting context and what the team hoped would happen next.
- Classify the outcome as commitment, advancement, rejection, weak interest, or bad data.
- Identify what the other person gave up, if anything.
- If the outcome is fuzzy, propose a concrete next ask that creates a decision.
- If there was rejection, preserve the learning and decide whether it changes the product, segment, positioning, or sales path.
- If there was commitment, define the owner, date, success criteria, and follow up.
Outcome Classification
| Outcome | Meaning | Action |
|---|---|---|
| Commitment | They gave up time, reputation, or money | Track and follow through |
| Advancement | They moved the real-world funnel forward | Confirm next step details |
| Rejection | They declined a concrete ask | Learn and update assumptions |
| Weak interest | They were friendly but gave up nothing | Ask for a concrete next step or stop counting it |
| Bad data | Outcome is only compliments or future hypotheticals | Return to evidence or commitment |
Output Format
# Commitment Review
## Meeting
- Person/company:
- Context:
- Stage:
## Outcome
- Classification, evidence, currency given up:
## Interpretation
- What this proves / does not prove:
- Risks, missing decision makers, approval path:
## Next Ask
[A concrete ask that creates advancement or rejection.]
## Follow-Up
- Owner, deadline, success criteria:
Workflow
Use workflows/classify-meeting-outcome.md when the user provides notes,
transcripts, CRM entries, or a narrative of how a meeting ended.
Quality Bar
- Do not call a meeting successful because it felt positive.
- Do not count a lead as real until they had a chance to reject a concrete ask.
- Do not overvalue free trials that cost the customer nothing.
- Do not ignore missing decision makers or approval paths.
- Treat rejection as useful evidence, not as failure.
Signals
- GitHub stars
- 1k
- Forks
- 316
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
customer-commitment-validation- Source
- github.com/hashgraph-online/awesome-codex-plugins
github.com/hashgraph-online/awesome-codex-plugins
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