Rewrite existing SKILL.md instructions for frontier reasoning model calibration.
npx skills add https://github.com/JHostalek/dotclaude --skill transformer-jhostalek
Please help me install this Agent Skill. Skill: transformer Source: https://github.com/JHostalek/dotclaude/tree/main/skills/transformer Command: npx skills add https://github.com/JHostalek/dotclaude --skill transformer-jhostalek
This Skill improves existing agent skills that are overly verbose, over-scaffolded, poorly calibrated, or misaligned with frontier reasoning models, while preserving the instructions that carry essential behavior.
Use the transformer skill to rewrite the skill at the provided SKILL.md path for better frontier-model performance.
High-intent search queries and answers about installing and using this skill.
To rewrite existing agent skills for better frontier model judgment, read the target SKILL.md completely, preserve load-bearing interfaces, consult the bundled Opus 5 reference, and rewrite the file in place to improve calibration and operational coherence.
Progressive disclosure in context engineering is a structural technique that layers context cleanly, removing contradictions and repetition so agent workflows receive only the guidance needed at each stage.
Reducing excessive output and redundant verification in Claude Code skills requires a full skill rewrite that strips over-scaffolding, delegation pressure, and scope expansion while adding targeted guidance for frontier reasoning models.
A full skill rewrite is needed when incremental edits would leave the underlying structure incoherent, such as when an audit workflow has accumulated generic checklists and verifier-agent steps that require a concise, opinionated process.
No, the transformer skill does not create new prompt artifacts. It applies exclusively to existing skill instructions that need structural redesign, context-layer cleanup, or adaptation for frontier reasoning models like Opus 5.
robertquantAnalyzes business strategies using Zhou Hongyi's cognitive models and decision heuristics.
malue-aiGuide users through defining skill purpose, triggers, and operational logic.
rodmena-limitedCreate, configure, and manage Claude Code Skills with templates and tools.
ntholm86Evaluate system architecture for redesign versus incremental improvement.
