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 skills add BaranziniLab/SPOKEAgent --skill spokeagent-query-jobsgit clone --depth 1 https://github.com/BaranziniLab/SPOKEAgentWrote 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/baranzinilab/spokeagent/spokeagent-query-jobs)<a href="https://agentmods.dev/skills/baranzinilab/spokeagent/spokeagent-query-jobs"><img src="https://agentmods.dev/badge/skills/baranzinilab/spokeagent/spokeagent-query-jobs/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/baranzinilab/spokeagent/spokeagent-query-jobs"><img src="https://agentmods.dev/badge/skills/baranzinilab/spokeagent/spokeagent-query-jobs.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00041 | $0.00564 |
| Opus 5.5 | $0.00016 | $0.00226 |
| Sonnet 5.5 | $0.00008 | $0.00113 |
| Haiku 4.5 | $0.00004 | $0.00056 |
Grade A, and why
spokeagent-query-jobs scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 21d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Use existing schema/concept/entity tools for discovery and small previews. Resolve
identifiers before joining or traversing. For full exports, unbounded scans, or a
previous timeout, call spoke-submit_query_job; it launches the CLI worker in
the background and returns a job ID immediately. Credentials are injected by
BioRouter. Never ask the user to paste credentials into chat or shell arguments.
- Establish filters and projections. Prefer indexed anchors; avoid SELECT * and
expensive counts solely for sizing. SQL Server parameters use
%(name)s; Neo4j parameters use$name. Supply them in the parameters object. - If cost is uncertain, submit
mode="explain"first and inspect the completed local plan. It does not execute the query. SQL Server SHOWPLAN may require additional permission; lack of a plan is not evidence of a cheap query. - Submit the query once. Set an explicit timeout budget (default 3600 seconds,
maximum 86400) and a disk budget (
max_bytes, default 10 GB). Do not run more than two simultaneous jobs per connector. Addexpected_rowsonly if already known or reasonably estimated, and tell the user it is an estimate. - Poll
spoke-query_job_statususing itsrecommended_poll_seconds(5–60). Status is immediate and contains phase, elapsed time, rows, bytes and heartbeat. Report unknown ETA honestly during blocking execution. Historical-query and streaming-rate estimates are advisory; changing load invalidates them. - Only
completedsupplies a completeresult_path. Process CSV/JSONL locally; send summaries to chat. Exports do not silently apply an MCP preview row cap. - On
failed,timed_outorinterrupted, inspect the cause and revise the plan before a new submission. Partial files are not complete datasets. There is no automatic retry, keyset checkpoint, or safe general-purpose query resume. Usespoke-cancel_query_jobfor unwanted work, then poll to terminal state.
CLI status needs no credentials: from the installed extension directory, run
uv run spokeagent status JOB_ID or uv run spokeagent watch JOB_ID.
A user running standalone CLI submissions can configure its separate OS-keyring
profile once with uv run spokeagent auth; BioRouter submissions already use its own
credential store and do not require that step. Never dump either credential store.
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.
- 21d ago First seen · 38 lines · 41 tokens per session scan A eaefbece10b4
spokeagent-query-jobs is a skill published in the GitHub repository BaranziniLab/SPOKEAgent (0 stars, last pushed 22d ago), licensed Apache-2.0. It adds 41 tokens to every session and 564 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-29.
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