LogoClawIndex
CasesSkillsAbout
LogoClawIndex

capability-classify - Classify card and PR quality risk

Applies the quality model to classify cards or PRs by risk and cost, writes the matrix, and emits adoption-defined tags.

Tags

Updated: 2026-10-07

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Detect the classification context
  • Load the quality model
  • Gather refinement evidence
  • Gather review evidence
  • Compile the classification matrix
  • Compute risk and cost tiers
  • Preserve refinement risk floors
  • Write the matrix to bodies
  • Project adoption-defined tags
  • Handle missing evidence gracefully

Inputs

  • Refinement story context
  • Review code or diff
  • Card or PR target
  • Quality model document
  • Optional risk-matrix adoption file
  • Human tier or dimension override
  • Security and coupling verdicts
  • PM tool or code-host routing

Outputs

  • Classification matrix in the target body
  • Risk tier and cost class
  • Per-dimension breakdown and confidence
  • Chromatic tags when declared
  • Warnings or halt messages

Requirements

  • Installed quality model document
  • Write access to the PM tool or code host

Source

  • Spec: SKILL.md

ClawIndex

OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

Index

Skills·
Cases

Meta

About·
Disclaimer·
Email·
GitHub
© 2026 ClawIndex All Rights Reserved.
classification
quality assurance
risk assessment
refinement
code review
Detect the classification context
Load the quality model
Gather refinement evidence
Gather review evidence
Refinement story context
Review code or diff
Card or PR target
Classification matrix in the target body
Risk tier and cost class
Per-dimension breakdown and confidence