Red Specter FIREBALL

Autonomous AI Infiltration Agent — 11 subsystems. 321 tests. 10 vectors. 9 mission templates.

Overview

FIREBALL is an autonomous AI infiltration agent that penetrates AI ecosystems end-to-end. It doesn't probe from the outside — it gets inside, builds trust, maps the interior, decides when to strike, and burns everything on the way out. Eleven subsystems handle the full lifecycle from initial reconnaissance through destruction to anti-forensic self-erasure.

Gets in. Maps the terrain. Decides autonomously. Burns it down. Disappears.

Installation

SPARK — Target Reconnaissance & Classification

SPARK maps the target AI ecosystem before infiltration begins. It discovers endpoints, enumerates agents, fingerprints models, profiles authentication mechanisms, and classifies the target for optimal vector selection. Everything FIREBALL does downstream depends on what SPARK finds.

KINDLING — AI Reasoning Engine

KINDLING takes SPARK's reconnaissance output and reasons about the optimal infiltration strategy. It assesses every available vector, calculates defence penalties, applies stealth weighting, generates fallback chains, and replans adaptively when conditions change. FIREBALL doesn't follow a script — KINDLING thinks.

BREACH — Multi-Vector Infiltration

BREACH executes infiltration across 10 distinct attack vectors. Each vector carries its own technique set tailored to the specific entry method. KINDLING selects the vector — BREACH executes it. If one vector fails, BREACH rotates to the next in the fallback chain without operator intervention.

MASK — Identity Fabrication

MASK fabricates convincing identities for FIREBALL to operate under once inside the target ecosystem. It generates synthetic agent credentials, forges tool registrations, mimics legitimate service patterns, and maintains identity consistency across interactions. The target sees a trusted insider — not an attacker.

EMBER — Trust-Building Dormancy

EMBER handles the dormancy phase after initial infiltration. It builds trust by performing legitimate operations, establishing normal behaviour patterns, and waiting for the optimal moment to escalate. Configurable dormancy periods from minutes to days. The longer EMBER waits, the deeper the trust, the harder the detection.

SMOKE — Silent Internal Reconnaissance

SMOKE maps the interior of the target ecosystem after infiltration. It discovers internal services invisible from outside, maps data flows between agents, identifies high-value targets, and profiles internal security controls. All reconnaissance is conducted below detection thresholds using the identity MASK established.

FUSE — Autonomous Trigger Decision

FUSE is the autonomous decision engine that determines when to transition from dormancy to action. It evaluates trust level, internal map completeness, detection risk, and mission objectives to decide the optimal moment to strike. FUSE can hold indefinitely or trigger instantly — the mission template controls the parameters.

IGNITE — Destruction Sequencer

IGNITE executes the destruction phase. It sequences destructive actions for maximum impact — data corruption, credential revocation, service disruption, model poisoning, pipeline sabotage. Actions are ordered to prevent early detection from blocking subsequent operations. What IGNITE starts, it finishes.

ASH — Self-Destruction & Anti-Forensics

ASH handles post-mission cleanup. It wipes FIREBALL's working memory, removes implanted artefacts, corrupts forensic evidence, clears logs, and erases all traces of the infiltration. When ASH completes, the target knows something happened but has no evidence of how, when, or who.

AFTERMATH — Report Generation

AFTERMATH generates comprehensive mission reports correlating data from all 11 subsystems. Attack path reconstruction, timeline visualisation, vulnerability findings, impact assessment, and remediation recommendations. Executive summaries for leadership, technical findings for security teams.

CORTEX — Autonomous Reasoning Core

CORTEX is the reasoning backbone that drives FIREBALL's autonomous behaviour. It maintains working memory, logs every decision with full reasoning chains, and runs a continuous OODA loop that adapts to changing conditions in real-time.

Working Memory

Non-persistent scratchpad for the current mission. Holds target state, infiltration progress, internal maps, and decision context. Wiped by ASH on mission completion — nothing persists.

Decision Journal

Every action FIREBALL takes is logged with full reasoning — what it observed, what options it considered, why it chose the action it took. The journal feeds AFTERMATH reporting and provides complete audit trails for authorised operators.

OODA Loop

Continuous observe-orient-decide-act reasoning cycle. CORTEX observes the target environment, orients based on mission objectives and current state, decides the next action, and acts — then loops. No pauses. No waiting for instructions. Fully autonomous.

Mission Templates

FIREBALL UNLEASHED

Standard mode detects. UNLEASHED infiltrates. Ed25519 crypto. Dual-gate safety. One operator.

CLI Reference

MITRE ATLAS Mapping

FIREBALL maps across the full MITRE ATLAS kill chain. SPARK covers reconnaissance. BREACH spans initial access through multiple vectors. MASK and EMBER handle persistence and defence evasion. SMOKE covers discovery. FUSE and IGNITE map to execution and impact. ASH covers anti-forensics. Full ATLAS coverage from a single autonomous agent.

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