NeoVertex1/SuperPrompt resource
SuperPrompt is an attempt to engineer prompts that might help us understand AI agents. observed · 2026-08-28
Health v2 · maintenance only
58/100
- Activity 79
- Release rhythm 35
- Longevity 52
Flags: no_releases no_license
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: 732
- days_rel: n/a
- days_push: 129
- n_releases_24m: 0
Adoption not part of the score
6427 stars · 573 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
SuperPrompt is an open-source engineered prompt designed to make LLMs (primarily Claude) reason more deeply and explore novel perspectives using XML-structured 'holographic metadata' and thinking tags. It is a single prompt artifact with documentation, not software.
Use cases
- get novel perspectives from an llm
- improve claude reasoning with custom instructions
- learn advanced prompt engineering techniques
- make an llm think outside the box
- structure prompts with xml tags for agents
- study how prompts shape ai agent behavior
When to choose
- you want a ready-made prompt to push Claude or other LLMs toward deeper, more creative reasoning
- you are studying experimental prompt engineering patterns like XML metadata and tree-of-thought guidance
When to avoid
- you need production software, a library, or an API rather than a text prompt
- you require guaranteed factual accuracy - the author warns outputs may include hallucinations
- you need a project with a license or stable maintenance
Facets
learning-resource · maturity experimental
prompt-engineering agent-framework artificial-intelligence large-language-models tutorials cross-platform prompts prompt-templates claude xml-prompting tree-of-thought llm-agents ai-agents
1 source
- readme: https://github.com/NeoVertex1/SuperPrompt · fetched 2026-08-28 · 61fdfe9749a2
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| NeoVertex1/SuperPrompt | main | 58 |
For agents
markdown · JSON · MCP: product_card(name="NeoVertex1/SuperPrompt")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem