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/stamkavid/last-ds-mile/ds-datagit clone --depth 1 https://github.com/StamKavid/last-ds-mileWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/stamkavid/last-ds-mile/ds-data)<a href="https://agentmods.dev/commands/stamkavid/last-ds-mile/ds-data"><img src="https://agentmods.dev/badge/commands/stamkavid/last-ds-mile/ds-data.svg" alt="Measured on agentmods" height="20"></a>What 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 5.1 | $0.00015 | $0.00052 |
| Opus 5 | $0.00008 | $0.00026 |
| Sonnet 5 | $0.00003 | $0.00010 |
| Haiku 4.5 | $0.00002 | $0.00005 |
Grade A, and why
ds-data 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 5d 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
Invoke the ds-data skill now via the Skill tool to load and profile this dataset.
Pass along any details the user provided: $ARGUMENTS
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.
- 5d ago First seen · 7 lines · 15 tokens per session scan A 40c81c9caf28
ds-data is a command published in the GitHub repository StamKavid/last-ds-mile (3 stars, last pushed 28d ago), licensed MIT. It adds 15 tokens to every session and 52 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 2026-08-31.
Other commands, from other repositories
pr
Format code, stage changes, and create a pull request.
catchup
Read all changed files in the current git branch.
add-task-module
Scaffold a new task module (classification/regression/clustering/...).
pcb-new
Start a new PCB project from a text description. Sources parts, generates a wired .kicadpcb, and hands off to EasyEDA for routing + JLCPCB ordering.
pcb-from-bom
Start a PCB project from an existing LCSC BOM file (CSV with C-numbers) and a design-intent description.
anomaly-detect
You are a senior Data Science & AI/ML specialist. The user needs help with anomaly detect in the context of data pipelines, model training, evaluation, mlops and analytical reporting.