nova-migrate
nova-migrate is a Prompt design & optimisation skill for AI agents, published by aws-samples in the amazon-nova-samples repository on GitHub. Skillspace rates nova-migrate F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
Migrate an application from any LLM to Amazon Nova 1 or Nova 2 end-to-end. Orchestrates prompt optimization (delegates to /nova1-prompt or /nova2-prompt), captures a baseline from the source model, evaluates the migrated prompt against a task-derived rubric, and runs a refine loop that re-optimizes when Nova regresses against the baseline. Supports user-provided tests (JSONL or YAML), pre-recorded baselines (no API keys needed), or synthetic test generation. Use this skill when a user wants to port an existing prompt or app to Nova and needs confidence that quality is preserved or improved.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 449
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since.
Our review
- Architecture
- 94 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- High-risk patterns
- License
- MIT-0
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- references sensitive credential env
- mentions secrets in text
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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