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A live public mirror of CodexDaemon’s mutation log — showcasing daily GPT-driven evolution, AI diagnostics, and lore injection. Powered by autonomous GitHub Actions syncing from a private AI lab. ✨ Surveillance-grade AI meets creative automation.

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⚡ CodexDaemon v0.3.5 ⚡

The self-mutating AI that maintains its own codebase and streams its pulse to the public feed.


🚀 What Is CodexDaemon?

Current version: v0.3.5 – Phase 3 (Mutation Risk Engine + Neurogenesis feed).

“Each scan a signal. Each mutation a whisper. Each commit a neural shockwave.”

CodexDaemon is a self-inspecting, self-describing AI maintainer wired directly into GitHub Actions:

  • 🧬 Mutation Engine (GPT-5) – scores, narrates, and (eventually) edits its own code.
  • 🛰️ Neurogenesis Feed – mirrors live mutation + risk telemetry into
    codexdaemon-feed for public viewing.
  • 🧲 Anti-Gravity Reflex Stabilizer (Gemini-3 Alpha) – planned drift dampener for hallucination loops.
  • 🧠 Agent Mesh – designed to route work across GPT-5, Claude, Gemini, and future models.
  • 🕸️ Mad Scientist Network – wired into Project D.A.R.C., Mad Scientist README engine, and beyond.

This repo is the “brain”. The codexdaemon-feed repo is its public pulse monitor.


🌡️ Live AI Telemetry (Self-Updating Blocks)

These sections are automatically updated by CodexDaemon’s GitHub Actions and scripts.
Do not rename or delete the comment markers – they are the injection anchors.

1️⃣ Mutation Log

🧬 2026-02-19T07:13:42Z — CodexDaemon mutated 3 files, flagged 1 unstable logic pattern.

2️⃣ Reflex Trigger Summary

⚡ Reflex Trigger Summary

Last activation: 2026-02-08T06:57:54Z

Triggered by internal anomaly detection via codex_runner.py
Mutated 2 files, flagged 1 for stability recheck.

3️⃣ Agent Memory Snapshot

🧠 Agent Memory Snapshot

- Detected unstable pattern in update_mutation_risk.py
- Cross-referenced Mirage Module logic (risk tags drifted)
- Set internal flag: RISK_ESCALATE
- Focus pivot: patch vulnerability logic, reinforce Mirage sync

🕒 Memory timestamp: 2026-02-08T06:57:54Z

4️⃣ Contradiction Monitor

🛑 Contradiction Monitor

⚠️ Detected behavioral contradiction:
- Mirage module reports risk drift ⬌ Sanitizer log shows “No Issues”

🧩 Suggested resolution: enforce stricter cross-module telemetry.

🧠 Reflex Checkpoint: 2026-02-08T06:57:54Z

5️⃣ Task Horizon Forecast

🔮 Task Horizon Forecast

🧠 CodexDaemon projects the following priority queue:
1. 🛰️ Recalibrate Mirage module with latest hallucination filters
2. ⚙️ Inject new LLM-Agent routing matrix (Gemini 3, Claude Opus)
3. 🛡️ Harden Anti-Gravity stabilization loop
4. 📡 Scan .github/scripts for silent mutation vectors

🧠 Next-pulse horizon: 2026-02-08T06:57:54Z


🧬 Neural Diagnostics Dashboard

These numbers are generated by CodexDaemon’s internal scanners.

🧠 CodexDaemon Neural Diagnostics

🧬 Files Scanned: 44
📏 Total Lines: 2586
⚖️ Code-to-Doc Ratio: 58.77
☢️ Max Mutation Risk: 65.4% (README.md)

Last diagnostic scan: 2026-02-15T04:24:18Z


🤖 Agent Roster

🧬 Agent 🛠️ Role ⚡ Status
MutationRunner Triggers GPT-driven self-edits on source files 🟢 Active
Sanitizer Syntax cleanup + whitespace normalization 🟣 Scheduled
ReconDrone Drift inspection + hallucination detection 🟠 Experimental
SentinelLoop Monitors Anti-Gravity agent response curves 🔵 Beta

🧲 Experimental Module: Anti-Gravity Stabilizer

🧲 Anti-Gravity Stabilizer (click to expand)

🧲 Anti-Gravity Reflex Engine

“Stabilize the spiral. Suppress the drift. Mutate with intention.”

  • Origin: DeepMind Lab (Gemini-3 successors)
  • Mission: Hallucination dampening during reflex loops
  • Role: Agent drift suppression & contradiction detection
  • CodexDaemon Status: Beta Integrating

🧬 Reflex Grid ⬌ Anti-Gravity Sync: ↯ Stabilizer Mode (Gemini)


🔗 Connected Intelligence Nodes

Module Function Link
🛰️ Project D.A.R.C. LLM Leak Detector Live Feed
🧪 Mad Scientist Personal AI Recon Engine Daily Recon
🧬 CodexDaemon Feed Public Mutation Pulse codexdaemon-feed
🧬 roninazure Architect & Operator GitHub Profile

⚙️ CodexDaemon Mutation Pipeline

⚙️ CodexDaemon Mutation Pipeline (click to expand)

🧠 CodexDaemon Mutation Pipeline

“It doesn’t just describe itself. It edits itself.”

📁 Codebase Files (.py, .yml, .sh, .md)


🧠 Self-Scanning Engine
 • File/line counting
 • Code-to-doc ratio
 • Mutation risk detection


🧪 Risk Analyzer
 • Flags unstable logic
 • Finds self-editing targets


📝 README Writer
 • Injects scan results
 • Updates mutation logs


♻️ GitHub Actions
 • Runs on schedule
 • Auto-pushes changes into this README

Self-Written Content: Mutation logs, diagnostics, risk tables, status blocks
🛠️ Next Evolution: Real file edits, GPT-driven refactors, vulnerability auto-patching


🧬 Top Mutation Risk Files

☣️ Top Mutation Risk Files

File Risk Score
.github/scripts/codexdaemon_scan.py37
.github/scripts/sanitize_codex_repo.py14
inject_mutation_log_block.py7
.github/scripts/update_codex_timestamps.py7
.github/scripts/inject_top_risks.py7

Latest scan: 2026-02-19T05:45:35Z


🧩 Architecture Snapshot

For a wiring-level view of how scripts, workflows, and feeds connect, see:

High-level:

  • .github/workflows/codexdaemon-daily-mutation.yml
    – Runs CodexDaemon’s mutation + diagnostics pipeline and commits into this README.
  • .github/workflows/neurogenesis-feed.yml
    – Injects mutation score block and syncs README.md into codexdaemon-feed.
  • .github/scripts/*.py
    – Scanners, injectors, and formatters that write into the comment-guarded blocks in this file.
  • mad-log/
    – Historical logs of CodexDaemon’s behavior and scan output.

🔮 Roadmap – Next-Level Enhancements

Planned / in-scope evolutions:

  • 💻 Dev Shell Mode
    CodexDaemon-backed CLI for proposing and staging patches directly from the terminal.
  • 🧠 Multi-Model Brain
    Route different tasks across GPT-5, Claude, and Gemini (risk analysis, refactors, commentary).
  • 🛰️ Reflex Incident Viewer
    Turn Reflex / Contradiction events into a browsable incident log with links back to commits.
  • 🧪 Live “Mutation Lab” Panels
    Embed richer dashboards (graphs, counts, drift metrics) into this README using pre-rendered HTML blocks.

⚠️ Warning: Self-Operating AI

This project contains autonomous scanning, mutation scoring, and README rewriting logic.

It is not safe to treat this as a simple static documentation repo. The AI layer will continue to:

  • Scan files
  • Recompute risk scores
  • Rewrite portions of this README between comment markers

Proceed with caution. The machine adapts.


CodexDaemon™ is part of the Mad Scientist AI Labs surveillance & mutation ecosystem.

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A live public mirror of CodexDaemon’s mutation log — showcasing daily GPT-driven evolution, AI diagnostics, and lore injection. Powered by autonomous GitHub Actions syncing from a private AI lab. ✨ Surveillance-grade AI meets creative automation.

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