# AIScientists-Dev/academic-humanizer

Strip AI-writing tells from papers and grant proposals (NSF/NIH), while keeping scholarly voice and tying claims to evidence. A skill for Claude Code, Codex, and MorphMind.

Repository: https://github.com/AIScientists-Dev/academic-humanizer
Canonical: https://ross.abutalabs.com/products/academic-humanizer
Homepage: https://morphmind.ai
License: NOASSERTION
License Family: other
Topics: academic-writing, grant-writing, llm, nih, nsf, research, scientific-writing, writing-assistant
Last push: 2026-07-03T07:58:33+00:00

## Health v2 (maintenance only)
Score: 54/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 90, release rhythm 35, longevity 5
- inputs: {"age_days": 74, "days_push": 61, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, young, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1142, forks 114 (observed 2026-08-28T04:03:44.409309+00:00)

## What it is
A skill/plugin for AI coding agents (Claude Code, Codex, MorphMind) that edits AI-assisted academic drafts to remove generic AI-writing tells while preserving scholarly voice, claims, numbers, and citations. It is calibrated against authors' own accepted papers and funded NSF/NIH proposals.

## Use cases
- de-AI-ify my research paper draft
- make my NSF proposal sound less like ChatGPT
- edit an NIH Specific Aims page for clarity and voice
- remove generic AI phrasing from a grant proposal
- keep my writing voice when using AI to draft papers
- polish AI-assisted academic writing without changing citations

## When to choose
- you draft papers or grant proposals with AI help and they read generic and verbose
- you need claims, numbers, and citations preserved exactly during editing
- you want editing calibrated to your own prior accepted writing

## When to avoid
- you want to evade AI-detection tools - it explicitly does not do this
- you need a general-purpose humanizer for blogs or marketing copy
- you want the tool to generate content or findings rather than edit drafts

## Facets
- artifact type: plugin
- maturity: active
- function: nlp, prompt-engineering, developer-tools
- domain: education, documentation
- platform: cli, cross-platform
- tags: academic-writing, grant-writing, claude-code-skill, writing-assistant, scientific-papers, nsf-proposals, nih-proposals, ai-editing, natural-language-processing

## Member repositories
- AIScientists-Dev/academic-humanizer (main) score 54

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:44.409309+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 2026-08-30T06:34:59.394134+00:00, confidence not recorded.
  - readme: https://github.com/AIScientists-Dev/academic-humanizer (fetched 2026-08-28T04:03:44.409309+00:00, sha c3a68c019e25)
  - homepage: https://morphmind.ai (fetched 2026-08-29T12:40:32.513806+00:00, sha ffef10da5ee9)
  - site_page: https://doc.morphmind.ai/ (fetched 2026-08-29T12:40:32.516773+00:00, sha eacdf8a9484f)
  - site_page: https://morphmind.ai/resources/press-releases (fetched 2026-08-29T12:40:32.518514+00:00, sha 44136fa355b3)
- Data as of 2026-08-30T08:39:29.467469+00:00.