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 commands/flonat/flonat-research/data-analysisgit clone --depth 1 https://github.com/flonat/flonat-researchWhat 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 | $0.00038 | $0.00086 |
| Opus 5 | $0.00019 | $0.00043 |
| Sonnet 5 | $0.00008 | $0.00017 |
| Haiku 4.5 | $0.00004 | $0.00009 |
Grade A, and why
data-analysis 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 3d 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
Shared skill adapter
Read and follow ~/.claude/shared-skills/data-analysis/SKILL.md. Resolve bundled resources relative to ~/.claude/shared-skills/data-analysis/.
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.
- 3d ago First seen · 10 lines · 38 tokens per session scan A d5a777977a1f
data-analysis is a command published in the GitHub repository flonat/flonat-research (130 stars, last pushed 8d ago), licensed MIT. It adds 38 tokens to every session and 86 once invoked, about $0.0002 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 commands, from other repositories
presentation
Create conference presentation slides quickly.
lit-review
Command "lit-review" from csmar432/finai-research, covering lit-review — 系统性文献综述, arguments, 描述, or skill: fin-lit-review and mcp 数据源.
ars-reviewer
ARS academic-paper-reviewer full mode — simulated peer-review panel.
prove-dev
Generate Lean 4 proof obligations from a Z specification.
b-create-dev
Create a B machine from description or translate an existing Z spec.
b-animate-dev
Animate and model-check a B machine with probcli.