aws-samples/claude-prompt-generator
None observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 49
- Release rhythm 35
- Longevity 63
Flags: no_releases archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 888
- days_rel: n/a
- days_push: 310
- n_releases_24m: 0
Adoption not part of the score
1314 stars · 122 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A Python web application that generates, translates, and iteratively evaluates prompts for Anthropic Claude 3 via AWS Bedrock, including converting existing GPT prompts into Claude-style prompts with XML tags. It provides a Gradio-style UI for generating initial prompts, comparing outputs, and refining them with human-in-the-loop review.
Use cases
- generate claude prompts from scratch
- convert gpt prompts to claude prompts
- evaluate and compare prompt outputs
- iterate on prompts until output quality is good
- learn claude 3 prompt engineering best practices
- test prompts against aws bedrock
When to choose
- you use AWS Bedrock and want Claude-optimized prompts
- you are migrating prompts from OpenAI GPT to Claude
- you want automated plus manual prompt evaluation in one tool
When to avoid
- you don't have an AWS account or Bedrock access
- you need prompt tooling for models other than Claude/GPT
- you want a fully automated pipeline with no human review
Facets
application · maturity active
prompt-engineering llm-inference llm-training web-framework large-language-models artificial-intelligence developer-tools python self-hosted aws-bedrock claude prompt-evaluation gradio openai meta-prompting web-server
1 source
- readme: https://github.com/aws-samples/claude-prompt-generator · fetched 2026-08-28 · 756548075121
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| aws-samples/claude-prompt-generator | main | 10 |
For agents
markdown · JSON · MCP: product_card(name="aws-samples/claude-prompt-generator")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem