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 Dynatrace/dynatrace-for-ai --skill dt-dql-essentialsgit clone --depth 1 https://github.com/Dynatrace/dynatrace-for-aiWrote 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/dynatrace/dynatrace-for-ai/dt-dql-essentials)<a href="https://agentmods.dev/skills/dynatrace/dynatrace-for-ai/dt-dql-essentials"><img src="https://agentmods.dev/badge/skills/dynatrace/dynatrace-for-ai/dt-dql-essentials/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/dynatrace/dynatrace-for-ai/dt-dql-essentials"><img src="https://agentmods.dev/badge/skills/dynatrace/dynatrace-for-ai/dt-dql-essentials.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
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 | $0.00232 | $0.09394 |
| Opus 5 | $0.00116 | $0.04697 |
| Sonnet 5 | $0.00046 | $0.01879 |
| Haiku 4.5 | $0.00023 | $0.00939 |
Grade A, and why
dt-dql-essentials 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 11d 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 — 462 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DQL Essentials Skill
DQL is a pipeline-based query language. Queries chain commands with | to filter, transform, and aggregate data. DQL has unique syntax that differs from SQL — load this skill before writing any DQL query.
When to Load References
Before working on specific tasks, load the relevant reference:
| Task | Required Reading |
|---|---|
| Field names, namespaces, data models, stability levels, query patterns | references/semantic-dictionary.md |
| Query optimization — make a query faster / more efficient / cheaper, reduce consumption & scanned data (filter early, bucket filters, time ranges, field selection, sampling, cardinality) | references/optimization.md |
| Smartscape topology navigation for discovering relationships between entities | references/smartscape-topology-navigation.md |
summarize and makeTimeseries patterns (bucketing, calendar months) |
references/summarization.md |
Array and timeseries manipulation (arrayFilter, collectArray, iterative) |
references/iterative-expressions.md |
Conditional logic (if/else chains), coalesce, string/date helpers |
references/useful-expressions.md |
in operator (subquery), full @ time alignment unit table |
references/operators.md |
matchesValue, matchesPhrase, matchesPattern, in() — string pattern matching, regex, array matching, wildcards, case sensitivity |
references/string-matching.md |
What ships with it
32 files 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.
- references/dql/dql-commands.md 15 KB
- references/dql/dql-data-types.md 1.0 KB
- references/dql/dql-functions-aggregation.md 8.0 KB
- references/dql/dql-functions-array.md 8.1 KB
- references/dql/dql-functions-bitwise.md 2.4 KB
- references/dql/dql-functions-boolean.md 1.8 KB
- references/dql/dql-functions-cast.md 2.7 KB
- references/dql/dql-functions-constant.md 395 B
- references/dql/dql-functions-conversion.md 3.4 KB
- references/dql/dql-functions-create.md 3.8 KB
- references/dql/dql-functions-cryptographic.md 1.5 KB
- references/dql/dql-functions-entities.md 969 B
- references/dql/dql-functions-expression-timeseries.md 8.5 KB
- references/dql/dql-functions-flow.md 906 B
- references/dql/dql-functions-general.md 2.6 KB
- references/dql/dql-functions-get.md 1.3 KB
- references/dql/dql-functions-iterative.md 769 B
- references/dql/dql-functions-mathematical.md 8.1 KB
- references/dql/dql-functions-network.md 2.8 KB
- references/dql/dql-functions-smartscape.md 710 B
- references/dql/dql-functions-string.md 12 KB
- references/dql/dql-functions-time.md 4.4 KB
- references/dql/dql-functions-timeseries.md 6.7 KB
- references/dql/dql-parameter-value-types.md 3.2 KB
- references/iterative-expressions.md 13 KB
- references/operators.md 5.7 KB
- references/optimization.md 18 KB
- references/semantic-dictionary.md 11 KB
- references/smartscape-topology-navigation.md 20 KB
- references/string-matching.md 6.2 KB
- references/summarization.md 8.6 KB
- references/useful-expressions.md 691 B
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.
- 11d ago First seen · 462 lines · 232 tokens per session scan A 2705fa39ef8b
dt-dql-essentials is a skill published in the GitHub repository Dynatrace/dynatrace-for-ai (137 stars, last pushed today), licensed Apache-2.0. It adds 232 tokens to every session and 9,394 once invoked, about $0.0012 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.
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