AstraEye Labs
Sign InEnter the Lab
AstraEye Labs · Research methods · FELIX
FELIXCryptoSpace Analyst plan

Developer Activity Analysis

Evaluate project development momentum

  1. 01
    What it answers
  2. 02
    How it is computed
  3. !
    Keep in mind
  4. →
    Read a real report
Impersonal research. AstraEye Labs is not a registered investment adviser, does not give financial advice, and does not know your goals or risk tolerance. This research does not account for your individual goals, risk tolerance, financial situation, or other circumstances. Past performance does not predict future results.
01The analysis

What it answers

Answers whether a project is still actively built or stalling. It reads GitHub metrics (commits over the last 4 weeks and star count) and buckets each asset into an activity tier: very active (100+ commits), active (20+), slow (1+), inactive, or no public repo. Use it as a momentum and abandonment check; an inactive tier raises an alert that the project may be dormant. Commit pace is one observation about a project's health rather than an established predictor of its long-term viability, and a quiet public repository is an absence of evidence rather than proof of abandonment.

Scientist
FELIX
Asset class
Crypto
Plan
Included from the Space Analyst plan
02The method

How it is computed

Repository activity as a fundamental - useful as an abandonment check, weak as a quality measure.

WHAT IT READS. Commits over the last four weeks and star count, bucketed into very active at 100 or more commits, active at 20, slow at 1, inactive, or no public repository.

WHERE THIS IS GENUINELY INFORMATIVE, and it is worth separating from where it is not. The ABSENCE of activity is the more informative reading. A protocol with no commits in a month is very likely not being maintained, and for software that holds value and faces adversaries, unmaintained is a real and compounding risk - unpatched dependencies, unaddressed vulnerabilities, no response to a changing environment. As a dormancy detector this works, and the bottom bucket is the one to trust.

WHERE IT IS WEAK is everything above that threshold. COMMIT COUNT measures repository EVENTS, not engineering value:

  • A monorepo shows every team's commits under one repository while a multi-repo project splits them across many, so the same organisation scores very differently by structure alone.
  • Automated commits, dependency bots and merge commits inflate counts without human work.
  • Squashing a hundred commits into one on merge changes the number and nothing else.
  • A refactor touching thousands of lines and a typo fix count the same.
  • Mature, stable software should have FEWER commits, not more. High activity can mean rapid progress or that the codebase needs constant repair, and the metric cannot tell them apart.

STARS ARE WORSE. A star is a bookmark - a costless, one-directional action that never decays. Star counts therefore accumulate with age and publicity rather than reflecting current standing, and they are trivially inflatable. A star has never fixed a bug.

WHAT WOULD BE BETTER, and it is worth knowing what a serious version looks like: the number of distinct active contributors and how concentrated the work is among them, whether external contributors exist beyond the core team, issue response and resolution times, release cadence, and audit history. Contributor CONCENTRATION in particular is the interesting fundamental - a protocol where one person makes 95% of commits carries a key-person risk that no commit count reveals.

'NO PUBLIC REPO' IS NOT AUTOMATICALLY BAD. Some serious projects develop privately and open-source at release. It is an absence of evidence rather than evidence of absence, and the tier should be read that way.

Keep in mind

The commit thresholds are our own convention.

✦Read a real report

From a method to a finding

Published reports are readable without an account. The newest is Ether (ETH) and XRP extend a month-long slide as Bitcoin falls below $75,000: trend, momentum and news (Nov 9, 2026). Create an account to run research on the stocks and crypto you choose.