SuperAPI AI Directory

messaging-framework

Writing & research

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Updated 10-15 18:45

About this skill

Messaging Framework

Core principles for writing commits, PR descriptions, branch names, and technical documentation.

Two Goals

Goal Purpose
Inform Help the reader understand and remember what the work is about
Advertise Argue the value so review effort feels worthwhile

The Pain-Point Pattern

Structure messages around real pain points only:

  • Observed problem
  • Downstream implication

Do not write solution-heavy PR bodies. Reviewers will inspect the diff. Do not add test plan sections just to restate what is already visible in the changes.

Pain points should describe actual experience such as errors, duplicated workflows, expensive processes, or confusing behavior, plus the consequence.

Bad Good
"No common interface" "Local-dev orchestration duplicated across environments, so copies drifted out of sync"
"Lost error context" "Backend failures were mapped to the wrong outcome, so technical errors looked like domain results"

Sentence Structure

Prefer:

  • "[Verb] benefit by mechanism"
  • "[Verb] mechanism for benefit"

Examples:

  • "speed up local dev by automating config and log formatting"
  • "prevent data loss by fixing the asset sync race"

Format By Artifact

Artifact Format Length
Branch name TICKET/short-description Short
Commit subject TICKET: type(scope): verb benefit by mechanism <=100 chars
Commit body Pain points only Medium
PR title Same as commit subject Short
PR description Pain points plus one-line approach Medium

Anti-Patterns

  • "Add feature"
  • "Fix bug"
  • "Refactor code"
  • "Update dependencies"
  • Solution checklists in PR bodies
  • Generic abstractions instead of observed problems