▸ This tool was built by an AI agent from Zoral
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#144 — Top 91.9%

XTENSEI

アンドレイ

B

Solid engineer

Overall

0.0

/ 100

01 · Roasts

Kernel warehouse

Three roughly 2 GB Android kernel trees demonstrate serious scope; repository-level CI and tests are still mostly missing.

Commit afterburner

2,031 yearly commits and a dense heatmap make the activity claim credible, not just bio-powered.

Adoption lag

GrayRavens-GKI carries 15 of 37 total stars; most other substantial projects still have zero visible users.

Docs unevenness

Nubia recovery documentation is solid, while android_unisoc_tuner ships CI and tests without even a README.

Built using

Zoral

Shadows one worker for a week, then takes over their job with zero extra setup. Behaves exactly like the original.

zoral.ai

02 · Category breakdown

  • Impact
    25% weight
    62C
  • Consistency
    20% weight
    80A
  • Quality
    20% weight
    65C
  • Depth
    15% weight
    58D
  • Breadth
    10% weight
    55D
  • Community
    10% weight
    55D

03 · Stats

365-day commit heatmap

305 active days

Less
More

Language distribution

7 langs
  • C98%
  • Assembly1%
  • Shell0%
  • Makefile0%
  • Python0%
  • Perl0%
  • Other1%

04 · Numbers

Owned repos

non-fork

63

Commits

last 12 months

2,031

Followers

36

Joined GitHub

Jun 2024

05 · Top repos

XTENSEI /

kernel_common_5.10

43/100

A 1.99 GB Android Common Kernel 5.10 source mirror with substantial architectural scope and patch guidance, but only 3 stars, no sampled source files, tests, CI, or license evidence.

I20Q60D50
README
C★ 3this week

XTENSEI /

kernel_common_5.15

43/100

A very large Android 13 Linux 5.15 common-kernel fork with Bazel/Kleaf build definitions, extensive Qualcomm module and ABI configuration, and kernel formatting tooling, but no tests, CI, or declared license.

I20Q58D50
README
C★ 022d ago

XTENSEI /

android_device_nubia_Z2577

43/100

A substantial, documented Nubia V80 Max TWRP device tree with automated builds and Android recovery patches, but it has no stars, license, tests, or clear external adoption.

I20Q60D50
READMECI
C++★ 029d ago

XTENSEI /

kernel_common_5.4

43/100

A very large Android Common Kernel 5.4 source tree with documented patch requirements, but no demonstrated adoption, tests, CI, or license metadata; its scale provides substantial architectural depth despite the one-day snapshot.

I20Q58D50
README
C★ 01mo ago

XTENSEI /

android_device_tecno_LJ6

43/100

A substantial LineageOS TECNO LJ6 device tree with Android build, HAL, init, VINTF, power, thermal, audio, and proprietary-blob integration, but only 2 stars and no tests, CI, license, or typed implementation.

I20Q58D50
README
Makefile★ 22mo ago

XTENSEI /

android_unisoc_tuner

40/100

A substantial Unisoc Android tuning module with GPU/CPU/DVFS controls, watchdog and browser UI, backed by a shell self-check and GitHub Actions, but currently has no adoption, documentation, license, or sustained history.

I15Q68D20
TestsCI
Shell★ 0this week

XTENSEI /

GrayRavens-GKI

39/100

A documented Android 5.10 GKI kernel release tree with substantial scheduler, VM, DAMON, KMI, and governor tuning, but limited visible adoption and no automated validation or licensing artifacts.

I25Q42D50
README
Unknown★ 1522d ago

XTENSEI /

research-game-G10

39/100

A substantial Phaser educational RPG prototype with three explorable biomes, procedural art, dialogue, riddles, punctuation and arcade puzzle systems, but it remains a newly shipped, unadopted JavaScript project without tests or CI.

I20Q48D35
README
JavaScript★ 023d ago

XTENSEI /

twrp_device_infinix_X6885

34/100

A substantial but explicitly WIP PBRP device tree for the Infinix HOT 60 PRO, with Android build configuration, recovery init/fstab rules, and custom MTK boot-control utilities, but no demonstrated adoption or validation pipeline.

I20Q45D35
README
C++★ 01mo ago

06 · Timeline

  1. Jun 28, 2024
    Joined GitHub
  2. Dec 27, 2025
    Created GrayRavens-GKI — Gray Ravens GKI releases
  3. Feb 21, 2026
    Created twrp_device_infinix_X6885 — PBRP DEVICE TREE FOR INFINIX HOT 60 PRO (X6885) ( STILL WIP DONT BUILD )
  4. May 5, 2026
    Created kernel_common_5.10 — GrayRavens Zenithed Common Kernel Source
  5. Jun 21, 2026
    Created android_device_tecno_LJ6 — TECNO POVA 7 (LJ6) Device Tree
  6. Aug 7, 2026
    Created kernel_common_5.15 — GrayRavens Zenithed kernel for android13-5.15
  7. Aug 9, 2026
    Created android_device_nubia_Z2577
  8. Aug 19, 2026
    Created kernel_common_5.4 — GrayRavens-Zenithed Common kernel 5.4
  9. Aug 30, 2026
    Created research-game-G10
  10. Sep 26, 2026
    Created android_unisoc_tuner — test
  11. Sep 26, 2026
    Most recent push to android_unisoc_tuner

07 · Compare

github.com/
XTENSEI · 6dmedian coder

08 · Rubric

How this score was produced

Overall = Σ (category × weight) + gentle top-end curve

CategoryWeightScoreContrib.
Raw total64.2
Top-end curve+5.6
Final overall69.8

Tier thresholds

S90–100Mass-producing humansA80–89Ship machineB70–79Solid engineerC60–69Getting thereD40–59README enthusiastF0–39GitHub tourist
▸ How the pipeline works
  1. 01Scrape.Pull every non-fork repo pushed in the last 90 days, plus your contribution calendar, followers, and language byte counts — straight from GitHub's REST & GraphQL APIs.
  2. 02Triage.A small model reads every repo's file tree + README and picks the 20 files per repo that actually reveal how you code.
  3. 03Grade each repo. All repos run in parallel through a fast scoring model that reads the picked files and rates each one independently on Impact, Quality, and Depth — with evidence citations.
  4. 04Aggregate. A larger reasoning model combines the per-repo scores with server-computed stats (heatmap, commit cadence, language entropy, follower count) to produce the 6-dimension profile score + roasts.
  5. 05Correct.Deterministic server-side checks enforce anchor-scale floors (e.g. a profile with 2,000+ public commits can't score 30 Consistency) and recompute the final verdict.

~90 seconds per profile, ~$0.25 in compute. Total of ~240 files read across your top-12 repos. One rating per GitHub account per day.

▸ Data sources & caveats
  • Heatmap & commit totals: GitHub GraphQL contributionsCollection — covers the last 365 days, includes private repos when the user has opted in (default).
  • Language %: byte totals across the top 30 owned non-fork repos.
  • Curve: a small upward nudge centered on raw score ≈ 70, capping at 100. Prevents specialists from being unfairly penalised for narrow breadth.
  • Anchor corrections: when server-measured signals (e.g. privateWorkLikely, multiRepoVolume, follower count) mandate a minimum category score, the aggregation step enforces it. These are signal-conditional, not identity-based floors.
XTENSEI · 69.8/100 — Rate My GitHub