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Get Started Free →Evaluate 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.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-16 | ✗→✓ | ▲ Improved | 18% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 26% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 8% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 3% | 0% |
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.
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.
| 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.
bad data.
the product, segment, positioning, or sales path.
up.
| 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 |
markdown# 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:
Use workflows/classify-meeting-outcome.md when the user provides notes, transcripts, CRM entries, or a narrative of how a meeting ended.
Other measured skills in the registry, with their headline benchmark lift.