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

shaily99/advice resource

A repository of links with advice related to grad school applications, research, phd etc observed · 2026-08-28

github.com/shaily99/advice · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

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: n/a
  • age_days: 1787
  • days_rel: n/a
  • days_push: 1025
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2519 stars · 224 forks observed · 2026-08-28

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

A curated repository of links to advice about grad school applications, PhD programs, and academic research, focused on CS, NLP, and ML. It is a collection of blog posts, podcasts, videos, and threads rather than software.

Use cases

  • finding advice on applying to CS PhD programs
  • learning how to write a statement of purpose
  • tips for reaching out to prospective advisors
  • guidance on research writing and paper reviewing
  • deciding whether to pursue a PhD
  • preparing for grad school interviews

When to choose

  • you are applying to grad school in CS, NLP, or ML
  • you want a curated index of academic career advice resources
  • you are a grad student seeking research, writing, or advisor-relationship guidance

When to avoid

  • you need interactive tools or software rather than links
  • you need advice outside CS/NLP/ML fields
  • you need vetted or endorsed guidance rather than a link collection

Facets

learning-resource · maturity maintenance

documentation education tutorials awesome-lists grad-school phd research-advice curated-links academic-career web-server

1 source

Member repositories

RepositoryRoleHealth v2
shaily99/advicemain32

For agents

markdown · JSON · MCP: product_card(name="shaily99/advice")

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