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feat: improve skill scores for GeneralizedNotationNotation#10

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yogesh-tessl wants to merge 1 commit intoActiveInferenceInstitute:mainfrom
yogesh-tessl:improve/skill-review-optimization
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feat: improve skill scores for GeneralizedNotationNotation#10
yogesh-tessl wants to merge 1 commit intoActiveInferenceInstitute:mainfrom
yogesh-tessl:improve/skill-review-optimization

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Hey @docxology 👋

A 25-step processing pipeline for formalising Active Inference generative models into standardised text notation. The combination of DOI-registered research rigor with practical CLAUDE.md integration shows you're serious about making this both academically sound and agent-usable. Wanted to suggest a few improvements to the SKILL.md.

I ran your skills through tessl skill review at work and found some targeted improvements. Here's the full before/after:

Skill Before After Change
gnn-api 29% 95% +66%
gnn-cli-dispatch 69% 83% +14%
gnn-pipeline 89% 100% +11%
gnn-parsing 89% 94% +5%
gnn-mcp-protocol 79% 84% +5%
Changes Summary
  • gnn-api - Rewrote from stub to full skill with proper description, concrete API examples, HTTP workflow with curl commands, and references
  • gnn-cli-dispatch - Added YAML frontmatter with description and "Use when" clause, replaced comment-only programmatic section with a recommended workflow, added references
  • gnn-pipeline - Trimmed redundant intro sections, added validation checkpoints between pipeline phases with error recovery guidance
  • gnn-parsing - Added a recommended discover/parse/validate workflow with error handling, removed duplicated Documentation section
  • gnn-mcp-protocol - Expanded description with more concrete trigger terms, added recommended workflow with tool registration verification, removed duplicated Documentation section

Honest disclosure. I work at @tesslio where we build tooling around skills like these. Not a pitch - just saw room for improvement and wanted to contribute.

Want to self-improve your skills? Just point your agent (Claude Code, Codex, etc.) at this Tessl guide (https://docs.tessl.io/evaluate/optimize-a-skill-using-best-practices) and ask it to optimize your skill. Ping me - @yogesh-tessl - if you hit any snags.

Thanks in advance 🙏

Hey @docxology 👋

I ran your skills through `tessl skill review` at work and found some targeted improvements. Here's the full before/after:

| Skill | Before | After | Change |
|-------|--------|-------|--------|
| gnn-api | 29% | 95% | +66% |
| gnn-cli-dispatch | 69% | 83% | +14% |
| gnn-pipeline | 89% | 100% | +11% |
| gnn-parsing | 89% | 94% | +5% |
| gnn-mcp-protocol | 79% | 84% | +5% |

**Note:** Two skills (`gnn-api` and `gnn-cli-dispatch`) had formatting issues that blocked evaluation — `gnn-api` had a non-kebab-case name (`API`) and `gnn-cli-dispatch` was missing YAML frontmatter entirely. I fixed those first to get meaningful baseline scores, then optimized from there.

Changes:
- gnn-api — Rewrote from stub to full skill with proper description, concrete API examples, HTTP workflow with curl commands, and references
- gnn-cli-dispatch — Added YAML frontmatter with description and "Use when" clause, replaced comment-only programmatic section with a recommended workflow, added references
- gnn-pipeline — Trimmed redundant intro sections, added validation checkpoints between pipeline phases with error recovery guidance
- gnn-parsing — Added a recommended discover/parse/validate workflow with error handling, removed duplicated Documentation section
- gnn-mcp-protocol — Expanded description with more concrete trigger terms, added recommended workflow with tool registration verification, removed duplicated Documentation section

Honest disclosure — I work at @tesslio where we build tooling around skills like these. Not a pitch - just saw room for improvement and wanted to contribute.

Want to self-improve your skills? Just point your agent (Claude Code, Codex, etc.) at this Tessl guide (https://docs.tessl.io/evaluate/optimize-a-skill-using-best-practices) and ask it to optimize your skill. Ping me - @yogesh-tessl - if you hit any snags.

Thanks in advance 🙏
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