joy-check
CommunityPrevent grievance framing with evidence-based rewrites.
Content & Communication#markdown#content validation#framing#instruction quality#rubric scoring#rewrite guidance#tone checking
Authornotque
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Joy-check ensures human-facing and LLM-facing content is framed through curiosity and actionable intent rather than grievance, accusation, or prohibition-heavy instructions.
Core Features & Use Cases
- Mode-aware framing validation: Detects whether content should be evaluated with the writing rubric or the instruction rubric, then applies the correct scoring rules.
- Two-stage gating (fast scan + semantic scoring): Runs a regex/grep pre-filter to catch obvious negative framing, then uses rubric-guided semantic analysis to score and flag subtler cases.
- Actionable reframe suggestions and optional auto-fix: Produces per-paragraph/per-instruction scores and rewrite proposals, and can rewrite flagged items in place with re-verification.
Quick Start
Run joy-check in instruction mode on a newly generated skill file by executing: joy-check --mode instruction path/to/skill/SKILL.md.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: joy-check Download link: https://github.com/notque/vexjoy-agent/archive/main.zip#joy-check Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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