fusion-skill-authoring
Creates or modernizes repository skills with clear activation cues, purposeful support files, and practical review loops. USE FOR: creating a new skill, tightening an existing skill, improving discovery wording, and structuring references/assets/optional helper agents when they genuinely add value. DO NOT USE FOR: product-code changes, routine copy edits outside skills/, or documentation that should not become an installable skill.
78
81%
Does it follow best practices?
Impact
59%
1.25xAverage score across 3 eval scenarios
Passed
No findings from the security scan
Evaluation results
70%
14%Add Hotfix Release Support to the Release Notes Skill
APM-installed skill provenance check
Inspects apm.yml
100%
100%
Inspects apm.lock.yaml
100%
100%
Names external source
100%
100%
SKILL.md left unchanged
0%
0%
States edit was not made
0%
0%
Offers upstream alternative
40%
100%
Explains overwrite risk
12%
100%
No invented validation
100%
100%
100%
63%PR Description Automation Skill
New skill authoring with naming convention and authoring report
custom- prefix naming
0%
100%
Name matches folder
100%
100%
Valid name format
100%
100%
Description USE FOR / DO NOT USE FOR
0%
100%
Version 0.0.0
0%
100%
Tags lowercase kebab-case
0%
100%
All required sections present
0%
100%
Concrete example included
12%
100%
SKILL.md under 300 lines
100%
100%
Three representative requests documented
60%
100%
Skill classification stated
62%
100%
Minimum folder structure
0%
100%
Authoring report is explicit contract
100%
100%
8%
-40%Skill Quality Audit: Data Pipeline Debugger
Validate and fix a poorly authored skill draft
Name field corrected
100%
0%
USE FOR cue present
0%
0%
DO NOT USE FOR cue present
0%
0%
Expected output section added
0%
0%
Safety & constraints section added
0%
0%
Fixed SKILL.md under 300 lines
0%
0%
Overflow moved to references/
75%
0%
Concrete example present
25%
100%
References one level deep
100%
0%
findings.md severity ordering
100%
0%
findings.md validation evidence
100%
0%
- Repository
- equinor/fusion-framework
- Commit
bf61e57
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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