Measure code slop across six axes and enforce worst-first remediation.
npx skills add https://github.com/anthony-chaudhary/fak --skill slop-score
Please help me install this Agent Skill. Skill: slop-score Source: https://github.com/anthony-chaudhary/fak/tree/main/.claude/skills/slop-score Command: npx skills add https://github.com/anthony-chaudhary/fak --skill slop-score
This skill addresses the accumulation of non-compiler-detectable code rot—such as copy-paste clones, vacuous tests, and dead symbols—that degrades software quality over time.
Run the slop-score skill to measure the current code debt and identify the highest priority items for remediation.
High-intent search queries and answers about installing and using this skill.
To measure technical debt in a Go codebase, run a deterministic scorecard across six axes to generate a slop-debt metric. This identifies non-compiler-detectable code rot like copy-paste clones, vacuous tests, and dead symbols.
The best way to prioritize code refactoring is to use a worst-first remediation loop. This workflow structures the retirement of technical debt by prioritizing the highest impact fixes, such as extracting shared helpers or adding meaningful test assertions.
Yes, you need Python installed to execute the deterministic scorecard that measures code quality and technical debt in Go repositories. The scorecard runs via Python to evaluate the codebase against six quality axes.
The commit-audit protocol verifies code refactoring changes by enforcing build, test, and commit-audit gates. This ensures all fixes are genuine and verified, preventing developers from gaming the technical debt metrics.
A code slop scorecard detects non-compiler-detectable code rot that degrades software quality over time. It specifically targets issues like copy-paste clones, vacuous tests, and dead symbols that standard compilers ignore.
To eliminate vacuous tests and copy-paste clones in a Go project, apply a worst-first remediation workflow after measuring the slop-debt metric. This structured loop enforces genuine fixes verified through build, test, and commit-audit gates.
StephanvsEnforce high cohesion, low coupling, and composition-first design in software architecture.
zm2231Refactor code to improve quality, readability, and maintainability.
Tonybleything76Scan codebases to identify, prioritize, and track technical debt.
Chang-Shih-YungAggregate type checker, linter, and test results into a 0-10 composite score.
