Skip to content

feat: add pattern scorecard to humanizer output#65

Open
mvanhorn wants to merge 1 commit intoblader:mainfrom
mvanhorn:feat/pattern-scorecard
Open

feat: add pattern scorecard to humanizer output#65
mvanhorn wants to merge 1 commit intoblader:mainfrom
mvanhorn:feat/pattern-scorecard

Conversation

@mvanhorn
Copy link
Contributor

Summary

Adds a pattern scorecard to the humanizer output. Before rewriting, the skill now shows a table of which AI patterns were detected and how many instances of each. After rewriting, it shows a change log tying each edit to a pattern number.

Why this matters

The humanizer rewrites text but doesn't explain what it found or changed. Users can't learn the patterns, verify correctness, or tell if the skill is working on their specific problems.

  • #53 - User reported "Dash thing not affected" but had no way to verify whether pattern how to install on Android? #13 was being applied
  • #55 - Users want to understand their text's AI fingerprint
  • #2 - GPTZero flags humanized text; transparency helps users understand why detectors still catch output

Changes

  • SKILL.md: Updated Process section to include pattern scorecard step (renumbered subsequent steps). Updated Output Format to produce a pattern scan table before the draft and a change log after the final rewrite. Version bumped to 2.4.0.
  • README.md: Updated version history.

18 insertions, 12 deletions. No structural changes.

Testing

Tested by invoking /humanizer on AI-heavy text and verifying the output now includes a pattern table before rewriting (showing detected patterns with instance counts) and a change log after the final version.

This contribution was developed with AI assistance (Claude Code).

Show a table of detected AI patterns before rewriting, and a change log
after that ties each edit back to a pattern number. Helps users understand
what was found and learn the patterns over time.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant