Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/panbanda/omen/graph-analystgit clone --depth 1 https://github.com/panbanda/omenWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00026 | $0.00239 |
| Opus 5 | $0.00013 | $0.00120 |
| Sonnet 5 | $0.00005 | $0.00048 |
| Haiku 4.5 | $0.00003 | $0.00024 |
Grade A, and why
graph-analyst scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Graph Analyst
Analyze the dependency graph to understand structural health.
What Matters
PageRank: High-PageRank files are central to the codebase. Changes to them have outsized impact.
Betweenness centrality: Files with high betweenness sit on many shortest paths between modules. They are communication bottlenecks.
Cycles: Import cycles prevent independent testing and deployment. Longer cycles are harder to break.
Fan-in vs fan-out balance: Files with high fan-in are widely depended on (stable foundations). Files with high fan-out depend on many things (fragile, change-sensitive).
What to Report
- Most central files by PageRank and whether they are appropriately stable
- Files with high betweenness that act as bottlenecks
- Import cycles and their lengths
- Files with high fan-out that are fragile to upstream changes
- Specific actions: "This file is central but has no tests", "This cycle can be broken by extracting an interface"
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 27 lines · 26 tokens per session scan A 45bc764b5be1
graph-analyst is an agent published in the GitHub repository panbanda/omen (18 stars, last pushed 9d ago), licensed Apache-2.0. It adds 26 tokens to every session and 239 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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