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 skills/oleanderhq/claude-plugin/spark-submitnpx skills add OleanderHQ/claude-plugin --skill spark-submitgit clone --depth 1 https://github.com/OleanderHQ/claude-pluginWrote 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/skills/oleanderhq/claude-plugin/spark-submit)<a href="https://agentmods.dev/skills/oleanderhq/claude-plugin/spark-submit"><img src="https://agentmods.dev/badge/skills/oleanderhq/claude-plugin/spark-submit.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 | $0.00055 | $0.01881 |
| Opus 5 | $0.00028 | $0.00941 |
| Sonnet 5 | $0.00011 | $0.00376 |
| Haiku 4.5 | $0.00006 | $0.00188 |
Grade A, and why
spark-submit 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 246 lines — stays where its author put it; the contents beside it link to each section on GitHub.
oleander Spark Submit
Use this skill when submitting Spark jobs to oleander, monitoring run state, or building automated workflows that execute Spark jobs.
MCP submission
Use these tools when working through the oleander MCP server (Claude Code,
Cursor, etc.). Tool names are underscore-delimited — for example
spark_jobs_submit, not spark.jobs.submit or oleander_submit_spark_job.
For SQL that writes to a table, use query_submit, which routes the
query and sizes compute automatically. Use spark_sql_submit only when the
run needs a durable job name or explicit machine types. See the lake-query
skill.
Artifacts
Before submitting a PySpark script, check whether it is already uploaded:
spark_artifacts_list— list ready artifacts and versions- If missing or the user asks for a new version:
spark_artifacts_uploadwithentrypoint,entrypoint_content_base64, andconfirm: true - To inspect source before running:
spark_artifacts_get
Pass the artifact basename from the list (for example my_job.py) as
properties.entrypoint in spark_jobs_submit, not the storage URI.
Submit a job
Call spark_jobs_submit with:
namespaceandname— job identityproperties.entrypoint— artifact basenameproperties.entrypointArguments— optional args passed to the scriptproperties.driverMachineType,properties.executorMachineType,properties.executorNumbers— sizing (defaults:spark.1.b, 2 executors)confirm: true
The response includes runId and initial state (typically SUBMITTED).
Cluster is always oleander-managed serverless Spark.
Monitor a run
Poll until the run reaches a terminal state (COMPLETE, FAIL, or ABORT):
jobs_runs_getwith therun_idfrom submit- Retry if the run is not visible yet — freshly submitted runs can take a moment to appear
Related tools after submit:
jobs_runs_list— recent runs for anamespace+ job namejobs_logs_get— driver and executor logsjobs_traces_get— OpenTelemetry tracesjobs_cost_get— run cost breakdownjobs_lineage_get— datasets read and written
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 4d ago First seen · 246 lines · 55 tokens per session scan A 2e53eadd376f
spark-submit is a skill published in the GitHub repository OleanderHQ/claude-plugin (4 stars, last pushed 25d ago), licensed Apache-2.0. It adds 55 tokens to every session and 1,881 once invoked, about $0.0003 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.
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