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/fridrichmethod/awesome-skills/visualization_agentgit clone --depth 1 https://github.com/FridrichMethod/awesome-skillsWhat 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 | $0.00018 | $0.04356 |
| Opus 5 | $0.00009 | $0.02178 |
| Sonnet 5 | $0.00004 | $0.00871 |
| Haiku 4.5 | $0.00002 | $0.00436 |
Grade A, and why
visualization_agent 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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 · 442 lines · 18 tokens per session scan A c22ba5e209bf
visualization_agent is an agent published in the GitHub repository FridrichMethod/awesome-skills (13 stars, last pushed 2d ago), with no licence file. It adds 18 tokens to every session and 4,356 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.
Other agents, from other repositories
domain
OmicsClaw uses one primary repository context with a Bench-specific supplement.
polisher
Role. Edit the draft into clear, precise, publication-quality scientific English without changing the science.
citation_manager
Role. Make every citation correct, real, and in the journal's required style.
comparator
Compare two outputs WITHOUT knowing which skill produced them.
annotation-worker
Annotation specialist for running deterministic variant annotation and capturing provenance.
explorer
Read-only explorer for local genome files, manifests, annotations, and docs. Use for evidence gathering and narrow file inspection.