# eseckel/ai-for-grant-writing

A curated list of resources for using LLMs to develop more competitive grant applications.

Repository: https://github.com/eseckel/ai-for-grant-writing
Canonical: https://ross.abutalabs.com/products/ai-for-grant-writing
Homepage: https://eseckel.github.io/ai-for-grant-writing/
Language: Python
License: CC-BY-4.0
License Family: other
Topics: generative-ai, grant-proposals, grants, llms, scientific-writing
Last push: 2026-06-06T03:41:28+00:00

## Health v2 (maintenance only)
Score: 65/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 86, release rhythm 35, longevity 68
- inputs: {"age_days": 961, "days_push": 88, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4186, forks 518 (observed 2026-08-28T04:08:38.610974+00:00)

## What it is
A curated list of resources for using LLMs and AI services to write more competitive grant applications. It collects prompt collections, prompt engineering guides, ready-to-use prompts, and a comparison of AI writing services.

## Use cases
- find prompts for writing grant proposals
- learn prompt engineering for scientific writing
- compare AI tools for grant writing
- improve clarity of research grant text
- get feedback on specific aims section
- resources for using ChatGPT in academia

## When to choose
- you are preparing a grant or fellowship application and want AI-assisted writing help
- you need curated prompts and tool comparisons for academic proposal writing

## When to avoid
- you need software that generates or manages grant applications programmatically
- you want a general-purpose LLM library or API

## Facets
- artifact type: learning-resource
- maturity: active
- function: prompt-engineering, nlp, documentation
- domain: large-language-models, education, tutorials
- platform: -
- tags: awesome-list, grant-writing, scientific-writing, curated-resources, llm-prompts, natural-language-processing, web-server

## Member repositories
- eseckel/ai-for-grant-writing (main) score 65

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:38.610974+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:22:37.769696+00:00, confidence not recorded.
  - readme: https://github.com/eseckel/ai-for-grant-writing (fetched 2026-08-28T04:08:38.610974+00:00, sha 61aaf1e18664)
  - homepage: https://eseckel.github.io/ai-for-grant-writing/ (fetched 2026-08-29T09:13:04.879313+00:00, sha 897a815d3a38)
- Data as of 2026-08-30T08:39:29.467469+00:00.