Ross ROSS = Recommend OSS · open-source software intelligence for agents

chi111i/BypassAIGC

论文润色,AIGC 降重工具(gptzero等检测网站) observed · 2026-08-28

github.com/chi111i/BypassAIGC · Python · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

68/100

  • Activity 83
  • Release rhythm 77
  • Longevity 21

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 2.0
  • age_days: 304
  • days_rel: 152
  • days_push: 104
  • n_releases_24m: 27

Full methodology

Adoption not part of the score

2056 stars · 250 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A self-hosted AI academic writing assistant that polishes and rewrites papers using LLM APIs (e.g., Gemini via OpenAI-compatible endpoints) in a two-stage pipeline to reduce AIGC detection scores on tools like GPTZero. It ships as a downloadable web application with a user interface, admin backend, card-key usage limits, and concurrency control.

Use cases

  • reduce AI detection score of my essay on gptzero
  • polish and rewrite academic paper text with an LLM
  • humanize AI-generated thesis paragraphs
  • run a paper polishing service with usage limits
  • rewrite academic writing to sound less AI-generated
  • self-host a text rewriting tool with an admin panel

When to choose

  • you need a ready-to-run web app for polishing academic text via your own LLM API keys
  • you want built-in user management, card-key quotas, and concurrency control
  • you need cross-platform executables without installing a dev environment

When to avoid

  • you need a library or API to integrate into your own codebase
  • you require guaranteed evasion of AI detectors or have ethical/policy concerns about bypassing them
  • you want offline processing without external LLM API access

Facets

application · maturity active

nlp llm-inference web-framework auth self-hosted large-language-models education self-hosted windows self-hosted python aigc-detection-bypass paper-polishing academic-writing card-key-system fastapi natural-language-processing macos linux web-server

1 source

Member repositories

RepositoryRoleHealth v2
chi111i/BypassAIGCmain68

For agents

markdown · JSON · MCP: product_card(name="chi111i/BypassAIGC")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem