← gcc (Git Context Controller)
gcc (Git Context Controller) — agentic threat model
GCC introduces significant security risks by executing a local shell script (gcc_init.sh) and performing direct file system operations to manage versioned memory, making it vulnerable to arbitrary code execution and memory poisoning if not strictly sandboxed.
OWASP AIVSS score rationale
| Autonomy of Action | 0.40 | |
| Goal-Driven Planning | 0.20 | |
| Self-Modification | 0.80 | |
| Dynamic Tool Use | 0.60 | |
| Persistent Memory | 1.00 | |
| Contextual Awareness | 0.70 | |
| Dynamic Identity | 0.10 | |
| Multi-Agent Interactions | 0.30 | |
| Non-Determinism | 0.40 | |
| Opacity & Reflexivity | 0.30 |
Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.
MAESTRO 7-layer threat model
Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.
Not certain from the listing — The GCC tool is model-agnostic and does not specify or bundle a foundation model, though the underlying LLM's susceptibility to prompt injection could lead to unauthorized git-like operations.
Directly manages agent memory as a versioned file system under .GCC/. This introduces risks of memory poisoning, unauthorized state restoration (e.g., reverting to an insecure state), and data exfiltration of sensitive context stored in history.
Provides powerful tools (COMMIT, BRANCH, MERGE, CONTEXT) to the agent framework. If the orchestration framework lacks strict validation, an agent could be manipulated into executing arbitrary git-like operations or corrupting its own state.
High risk at the infrastructure layer due to the execution of a bundled shell script (scripts/gcc_init.sh) on first use. Without strict containerization or sandboxing, this script execution could lead to local privilege escalation or host compromise.
Not certain from the listing — There is no mention of logging, monitoring, or guardrails to detect anomalous branch/merge operations or unauthorized modifications to the .GCC/ directory.
Not certain from the listing — The tool does not define access control policies, authentication mechanisms, or compliance boundaries for determining which agents or users can trigger context restoration.
Not certain from the listing — While cross-session context recovery could be abused in multi-agent environments to propagate poisoned state, the listing does not explicitly detail multi-agent coordination features.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).