Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

TylerJForstrom/TylerGPT

https://github.com/TylerJForstrom/TylerGPT · scanned 2026-06-16 00:44 UTC (2 months, 1 week ago)

10 raw signals (0 security + 10 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 10 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

All 24 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
parse_args software healthy train.py:24
get_batch software healthy train.py:49
estimate_loss software healthy train.py:59
lr_at software healthy train.py:75
main software healthy train.py:83
__init__ software healthy model.py:92
forward software dead model.py:124
_init_weights software healthy model.py:111
num_params software healthy model.py:119
generate software healthy model.py:145
parse_args software healthy sample.py:14
main software healthy sample.py:26

LabelLayerStatusPath
train.py software healthy train.py
model.py software healthy model.py
sample.py software healthy sample.py
README.md software healthy README.md
requirements.txt software healthy requirements.txt

LabelLayerStatusPath
GPTConfig software healthy model.py:18
CausalSelfAttention software healthy model.py:28
MLP software healthy model.py:60
Block software healthy model.py:74
GPT software healthy model.py:91

LabelLayerStatusPath
repobility-clone-npf08axd software healthy /tmp/repobility-clone-npf08axd

LabelLayerStatusPath
gpu (detected) hardware healthy train.py
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/dc04dcf0-ce52-47bf-80e6-18fa1bc8dbf7/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/dc04dcf0-ce52-47bf-80e6-18fa1bc8dbf7/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.