GitNova

GitHub seismograph — discoveries and growing interest

BitterSecurity/Decepticon

SecurityPython#agent#ai#cybersecurity#hacking#langchain
Total stars
5,788
Today · UTC
+2since 11:30 UTC
Open on GitHub My finds →
More actions

Autonomous Hacking Agent for Red Team

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

An LLM-driven autonomous red team agent that executes full attack chains (recon, exploitation, privilege escalation, C2) inside an isolated Kali sandbox orchestrated by LangGraph. Before any action it generates an engagement package: RoE, ConOps, Deconfliction Plan, and OPPLAN mapped to MITRE ATT&CK.

Useful for
  • Run an autonomous red team engagement from a defined OPPLAN with RoE and ConOps generation
  • Register Decepticon's MCP server in Claude Code or Codex to drive the agent from an IDE
  • Embed the Decepticon SDK into a custom orchestrator for tailored pentest scenarios

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

4.0 Breakout Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 10, 2026, 12:23 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

050100July 13, 2026October 10, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-10 (UTC), 11:30–12:13: 5786 → 5788 stars (+2). This is the change over that interval.
  • Estimated end-of-day forecast: about +23 stars, using observed gains and the previous day.
  • Over the last two days the pace is 7.1× that of the previous week and a half.
  • GitHub Trending Python today: #13, +80 stars.
  • About 17 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 136. +127% versus the preceding 7 days.

Daily measurements · UTC
October 3, 2026
10
October 4, 2026
9
October 5, 2026
5
October 6, 2026
5
October 7, 2026
4
October 8, 2026
18
October 9, 2026
85

Largest measured day in the last 30 days: 85 · October 9, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 10, 2026, 12:22 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

Share on X Telegram

Numbers

Total stars
5,788
Today
+2 stars measured 2026-10-10, 11:30–12:13 UTC, ≈ 23 by evening
Forks
1,095
Issues and pull requests
886
Watchers
46
Language
Python
License
Apache-2.0
Latest release
v1.2.5 · October 8, 2026
Created
June 6, 2025
Last push
October 10, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 4.0
[![GitNova](https://gitnova.dev/badge/BitterSecurity/Decepticon.svg?lang=en)](https://gitnova.dev/en/r/BitterSecurity/Decepticon)