Caveat verdict

graph-rag-memory

88
🟢 Trusted
No high-risk patterns surfaced by the deep scan — automated capability review, not behavioral proof.

Accesses agent memory/notes AND makes external network calls

Provides a persistent local knowledge-graph memory system using FalkorDB and Ollama; downloads get-pip.py from bootstrap.pypa.io separately (not piped), then installs known packages — all operations are consistent with setting up a local memory stack.

Automated static analysis — not a human review. Caveat flags capabilities, not confirmed intent, and can produce false positives. Disagree with this verdict? Use Dispute below.

0
security
40
transparency
70
maintenance

What it does

These are capability combinations: each listed behavior occurs in the skill, but Caveat detects co-occurrence — it does not verify that one flows into another. Read the code to confirm a live chain.

Capability combination critical

Accesses agent memory/notes AND makes external network calls — may leak personal data

LLM02 · LLM07 · ASI03 · ASI06

Capability combination high

Accesses agent memory AND makes external network calls — may leak conversation history

LLM02 · LLM07 · ASI06

Permission integrity

Makes network requests but does not declare curl/wget in required binaries

network_out

Installs packages at runtime — transitive dependencies are not auditable

package_install

Accesses agent memory/configuration files

agent_memory

Findings (5)

Pattern match high

HTTP request to bare IP address — common in malicious payloads

SKILL.md · code · http://172.18.0.1

Pattern match medium

pip3 install — installs Python packages at runtime

SKILL.md · code · pip3 install

Pattern match medium

References agent memory files

SKILL.md · code · MEMORY.md

Pattern match low

Python os.environ.get — reads environment variable

scripts/ingest.py · prose · downgraded · os.environ.get(

Pattern match low

Python httpx request — network access

scripts/install.sh · prose · downgraded · httpx.get(

Permissions & capabilities

No declared permissions — minimal attack surface.

network_outpackage_installagent_memory
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