OpenAgentSkill Registry Manifest
Skill: Shifterator
Slug: ryanjgallagher-shifterator
Category: data-analysis
Description: Interpretable data visualizations for understanding how texts differ at the word level

Agent fit:
- Decision: 75/100 Strong shortlist
- Primary fit: GitHub automation
- Role: Companion skill

Supply profile:
- Track: Coding and developer agents
- Scenario: GitHub automation
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 3mo since push
- Risk: Needs review

Trust:
- Trust score: 79/100 Strong shortlist
- Audit: 81/100 Needs review

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: ryanjgallagher
- Claim URL: https://www.openagentskill.com/skills/ryanjgallagher-shifterator#claim-this-skill

Install:
npx skills add ryanjgallagher/shifterator

URLs:
- Web: https://www.openagentskill.com/skills/ryanjgallagher-shifterator
- API: https://www.openagentskill.com/api/agent/skills/ryanjgallagher-shifterator
- Install API: https://www.openagentskill.com/api/skills/ryanjgallagher-shifterator/install
- Repository: https://github.com/ryanjgallagher/shifterator