Changelog

Changelog

Full version history and upcoming roadmap for Token Optimizer Skill.

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v1.0.0 — Initial Release (2025-05-28)

Core Skill (SKILL.md)

• 5 Pillars of Token Optimization fully documented
• Pillar 1: Prompt Compression with shorthand syntax
• Pillar 2: Output Format Control with anti-filler instructions
• Pillar 3: XML Tag Structuring for precision prompting
• Pillar 4: Instruction Density and task bundling
• Pillar 5: Negative Space Instructions
• One-Shot Example Pattern
• Context Management overview
• Quick Reference Card — 34-token formula

References Library

• compression-patterns.md — 50+ shorthand patterns across 6 categories
• output-formats.md — 10 format templates + Universal Anti-Filler Block
• system-prompt-templates.md — 10 production-ready system prompts (all under 200 tokens)
• one-shot-examples.md — Ready-made examples for 10 domains
• context-management.md — 7 context pruning techniques with token cost analysis

Examples

• before-after.md — 20 real prompt comparisons with token counts
• Average savings: 65%
• Output quality maintained or improved in all 20 cases

Repository Files

• Star-Required License
• README.md with full colorful documentation
• CONTRIBUTING.md
• CHANGELOG.md
• SECURITY.md
• SUPPORT.md
• CODE_OF_CONDUCT.md
• FAQ.md
• ACKNOWLEDGEMENTS.md
• CITATION.cff
• FUNDING.yml — Sponsor button
• Issue templates (bug report + feature request)
• PR template
• GitHub Actions star reminder workflow
• benchmarks/ — token counts + methodology
• assets/banner.png

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Roadmap

v1.1.0 — Planned

• 10 more before/after examples (API and agent-focused)
• references/chain-of-thought-optimization.md
• Multi-model comparison (Claude vs GPT vs Gemini prompt differences)
• Token counting utilities reference

v1.2.0 — Planned

• references/agentic-prompt-patterns.md
• System prompt templates extended to 20 domains
• benchmarks/ folder expanded with community-verified measurements
• Community-contributed compression patterns

v2.0.0 — Future

• Skill split into modular sub-skills by domain
• Interactive prompt optimizer tool (HTML artifact)
• Community-validated pattern ratings
• Multi-language support for non-English prompting patterns

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Contributing to the Roadmap

Have a feature idea? Open a Feature Request or join the discussion on the WhatsApp Channel.