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coca-spec

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UpdatedMarch 25, 2026 at 20:44

Clarify fuzzy or greenfield work into a COCA spec before implementation. Use when the user has intent, but the requirements are still incomplete.

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Project Management SpecialistsBusiness and Financial Operations Occupations·SOC 13-1082

SKILL.md

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name	coca-spec
description	Clarify fuzzy or greenfield work into a COCA spec before implementation. Use when the user has intent, but the requirements are still incomplete.
version	1.0.0

COCA Spec

Use this skill before implementation when the task is still underspecified.

COCA stands for:

Context: where the feature lives and what already exists
Outcome: what "done" looks like for users and stakeholders
Constraints: boundaries, non-goals, and hard requirements
Assertions: testable behaviors, edge cases, and anti-behaviors

Workflow

Restate your understanding of the request and call out assumptions.
Work through one COCA section at a time.
Ask only one focused question or a very small cluster at a time.
Push for specifics when answers are vague.
Keep Outcome focused on what, not how.
Make Assertions directly testable.
Once approved, write the final spec to docs/specs/<feature-name>-coca-spec.md.

Quality Bar

A new engineer should understand the landscape from Context alone.
A stakeholder should be able to validate Outcome from a demo.
Constraints should prevent scope creep without over-constraining implementation.
Assertions should be specific enough to become tests.

Output Shape

Use this structure for the final document:

# <Feature Name> - COCA Spec

## Context

## Outcome

## Constraints

## Assertions
### Happy Path
### Edge Cases
### Error States
### Anti-Behaviors
### Integration

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name	coca-spec
description	Clarify fuzzy or greenfield work into a COCA spec before implementation. Use when the user has intent, but the requirements are still incomplete.
version	1.0.0

COCA Spec

Use this skill before implementation when the task is still underspecified.

COCA stands for:

Context: where the feature lives and what already exists
Outcome: what "done" looks like for users and stakeholders
Constraints: boundaries, non-goals, and hard requirements
Assertions: testable behaviors, edge cases, and anti-behaviors

Workflow

Restate your understanding of the request and call out assumptions.
Work through one COCA section at a time.
Ask only one focused question or a very small cluster at a time.
Push for specifics when answers are vague.
Keep Outcome focused on what, not how.
Make Assertions directly testable.
Once approved, write the final spec to docs/specs/<feature-name>-coca-spec.md.

Quality Bar

A new engineer should understand the landscape from Context alone.
A stakeholder should be able to validate Outcome from a demo.
Constraints should prevent scope creep without over-constraining implementation.
Assertions should be specific enough to become tests.

Output Shape

Use this structure for the final document:

# <Feature Name> - COCA Spec

## Context

## Outcome

## Constraints

## Assertions
### Happy Path
### Edge Cases
### Error States
### Anti-Behaviors
### Integration