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 sfc-gh-dflippo/snowflake-dbt-demo --skill workload-insightsgit clone --depth 1 https://github.com/sfc-gh-dflippo/snowflake-dbt-demoWrote 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/sfc-gh-dflippo/snowflake-dbt-demo/workload-insights)<a href="https://agentmods.dev/skills/sfc-gh-dflippo/snowflake-dbt-demo/workload-insights"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/workload-insights/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/sfc-gh-dflippo/snowflake-dbt-demo/workload-insights"><img src="https://agentmods.dev/badge/skills/sfc-gh-dflippo/snowflake-dbt-demo/workload-insights.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 | $0.00565 |
| Opus 5 | $0.00020 | $0.00282 |
| Sonnet 5 | $0.00008 | $0.00113 |
| Haiku 4.5 | $0.00004 | $0.00056 |
Grade A, and why
workload-insights 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.
What it actually says
Discovery
Thin, non-interactive wrapper over scai assessment workload-insights. The
parent supplies absolute .xel paths. The command streams the captures and
writes timestamped JSON under the project. Never parse or rewrite the capture
or JSON. Never copy .xel files into the project. Never ask the user questions.
- Supported dialect: SQL Server. Any other dialect aborts with
ASM0034; reportskipped, not an error. - Input: one or more binary Extended Events
.xelfiles. Rollover files from the same capture are separate--inputarguments. Any filename works.
Run
scai assessment workload-insights \
--input /abs/path/WorkloadReport_XE_0.xel \
--input /abs/path/WorkloadReport_XE_1.xel
Run from project_dir. The command writes:
<project_dir>/artifacts/assessment/workload-insights-YYYYMMDD_HHMMSS.json
Sub-agent contract
On entry, call configure() with project_dir from the parent's context
block. Take no user prompts. On completion return JSON only:
{
"sub_skill": "workload-insights",
"status": "ok",
"output_json": "<absolute path to workload-insights-*.json>",
"summary": "<one line: databases, total events, user executions, errors>",
"error": null
}
- Unsupported dialect (
ASM0034):status"skipped",output_jsonnull,errornull. - Any other failure:
status"error",output_jsonnull,error"<message>". - A large-file or long-running parse message on stdout is not an error. Exit
code 0 plus a written artifact means
"ok"; fold the message intosummary. - Do not include SQL text, parameters, or error messages in the response.
Reference
references/create-extended-events-session.sql is the starter session SQL the
parent pastes when the user chooses to provide files later. This sub-skill
never runs it. CREATE leaves the session stopped; the user reviews all values,
replaces YourDatabase, and explicitly runs the commented STATE = START.
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.
- 2d ago First seen · 61 lines · 41 tokens per session scan A 300681bfe031
workload-insights is a skill published in the GitHub repository sfc-gh-dflippo/snowflake-dbt-demo (33 stars, last pushed 3d ago), licensed Apache-2.0. It adds 41 tokens to every session and 565 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 2026-09-10.
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