Well-Formedness Conditions is criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0701, within the Decision family. The core principle: criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
Scientific Definition
Criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost.
Plain-English Definition
Criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost.
Feynman Explanation
Most goals fail the well-formedness test before they ever fail in execution.
Core Principle
Criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost.
Mechanisms
Pending editorial review.
Criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost.
Pending editorial review.
Pending editorial review.
Pending editorial review.
Pending editorial review.
OKR scoping, project chartering, personal goal setting.
Inputs (Triggers)
Pending editorial review.
Outputs (Behaviors)
Pending editorial review.
Behavioral Signature
Most goals fail the well-formedness test before they ever fail in execution.
Examples
- Practitioner-standard outcome design alongside the Well-Formed Outcome pattern.
- OKR scoping, project chartering, personal goal setting.
Pending editorial review.
Original analysis from The Incentives Lab — how this element behaves inside real payoff structures.
Why this element matters to incentive design
When this element shows up in a diagnostic, the instinct is to train people out of it. Training rarely moves it. The mechanism underneath it is straightforward: criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost. You can recognize it in the field by its signature: most goals fail the well-formedness test before they ever fail in execution. Every element in the Cognition dimension changes the perceived payoff of an action before the action happens, which is exactly where incentive design has leverage.
How it gets exploited
Left undesigned, oKR scoping, project chartering, personal goal setting. It is amplified whenever oKR scoping, project chartering, personal goal setting. Inside organizations that shows up as oKR scoping, project chartering, personal goal setting. The pattern is the same one Goodhart's Law describes: the measurable proxy attracts the effort, and the purpose behind it quietly loses funding.
How the Lab designs around it
The redesign move is to run every important goal through all five conditions before committing. Design against it the way you would design against a known failure mode — assume it will appear, and price the exploit before someone finds it.
Famous Experiments
Pending editorial review.
Design Principles
- Run every important goal through all five conditions before committing.
Measurement Approaches
Pending editorial review.
Evidence
Pending editorial review.
Pending editorial review.
The Perverse Incentive Lens™
How this behavior is exploited — and how to redesign around it.
- Run every important goal through all five conditions before committing.
Pending editorial review.
Pending editorial review.
Interactive Mini Network
Click any neighbor to re-center the graph and follow the threads of connection.
Knowledge Graph Neighbors
Auto-linked to the rest of the Human Behavior Taxonomy by family, domain, dimension, and shared keywords.
Intuition is trustworthy only when the domain is regular, practice is plentiful, and feedback is fast.
How will I feel about this in 10 minutes / 10 months / 10 years?
Inattention or forgetfulness caused by low attention, hyperfocus, or distraction.
Forgetting to compare an offer with the next-best alternative.
Outcomes that could have happened but did not.
Overthinking a situation so that decision-making stalls.
The first number on the table silently sets the range for every number after it.
Tversky & Kahneman's classic: identical outcomes flip from 'risk averse' to 'risk seeking' when framed as lives saved vs. lives lost.
Our perception is shaped by what we selectively pay attention to.
Favoring suggestions from automated systems over conflicting human judgment.
A color appears different depending on adjacent colors.
Decisions are constrained by available information, cognitive limits, and time.
Where Well-Formedness Conditions is cited in the corpus
Essays, field guides, and diagnostics from The Incentives Lab that apply this element.
- EssayGoodhart's Law in the Real World
How measurable proxies capture judgment.
- EssayThe Perverse Incentives Hiding in Your KPIs
Cognitive shortcuts turned into scorecards.
- EssayAI Agents Inherit Your Incentives
How this element propagates into automated systems.
- CourseIncentives 101
The free ten-part primer on reading a payoff structure.
- ReferenceThe incentive glossary
Definitions for every mental model, bias, and fallacy in the corpus.
- ReferenceThe Periodic Table of Human Behavior
The full 1,267-element map this page belongs to.
Questions about Well-Formedness Conditions
- What is Well-Formedness Conditions?
- Well-Formedness Conditions is criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost. It sits in the Cognition dimension (COG) of the Human Behavior Taxonomy™ as element HBT-COG-0701, within the Decision family. The core principle: criteria for a workable outcome: stated positively, in your control, sensory-specific, ecological, and worth the cost. In incentive terms, it matters because it changes the payoff people perceive before they choose — which means it can be designed for, or exploited.
- What is an example of Well-Formedness Conditions?
- OKR scoping, project chartering, personal goal setting. The Incentives Lab catalogs everyday, organizational, and historical instances of this element on its Human Behavior Taxonomy™ page (HBT-COG-0701).
- How is Well-Formedness Conditions exploited?
- OKR scoping, project chartering, personal goal setting.
- How do you design around Well-Formedness Conditions?
- Run every important goal through all five conditions before committing.
- Which behavioral dimension does Well-Formedness Conditions belong to?
- Well-Formedness Conditions is classified in the Cognition dimension (COG) of the Human Behavior Taxonomy™, family "Decision", class "Mental Model". Its permanent identifier is HBT-COG-0701 and its evidence grade is B.