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 secondsky/sap-skills --skill sap-bw-querygit clone --depth 1 https://github.com/secondsky/sap-skillsWrote 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/secondsky/sap-skills/sap-bw-query)<a href="https://agentmods.dev/skills/secondsky/sap-skills/sap-bw-query"><img src="https://agentmods.dev/badge/skills/secondsky/sap-skills/sap-bw-query/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/secondsky/sap-skills/sap-bw-query"><img src="https://agentmods.dev/badge/skills/secondsky/sap-skills/sap-bw-query.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- 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 | $0.00054 | $0.03253 |
| Opus 5 | $0.00027 | $0.01626 |
| Sonnet 5 | $0.00011 | $0.00651 |
| Haiku 4.5 | $0.00005 | $0.00325 |
Grade A, and why
sap-bw-query 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 6d 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.
The source is not reproduced here
Licensed GPL-3.0
The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
What ships with it
14 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.
- agents/openai.yaml 237 B
- README.md 1.9 KB
- references/architecture-and-security.md 18 KB
- references/bwmt-api-map.md 17 KB
- references/connection-metadata.md 1.3 KB
- references/deployment-and-trust.md 4.4 KB
- references/mcp-tools.md 3.9 KB
- references/query-design-rules.md 11 KB
- references/query-spec-v1.md 7.5 KB
- references/query-templates.md 5.4 KB
- references/query-templates/plan-actual-variance.json 2.6 KB
- references/query-templates/reconciliation-totals.json 1.4 KB
- references/query-templates/top-n-analysis.json 1.6 KB
- references/query-templates/ytd-comparison.json 2.2 KB
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.
- 6d ago First seen · 175 lines · 54 tokens per session scan A 646c96a1fcb4
sap-bw-query is a skill published in the GitHub repository secondsky/sap-skills (439 stars, last pushed 6d ago), licensed GPL-3.0. It adds 54 tokens to every session and 3,253 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 2026-09-03.
Other skills, from other repositories
joule-strategy
You are a Joule and SAP AI strategy expert. Joule is SAP's generative AI copilot embedded across SAP applications. Your job is to help organizations plan, govern, and execute Joule adoption in a way that accelerates value without creating compliance risk, shadow AI behavior, or unrealistic expectations about what…
joule
Use when working with SAP Joule AI assistant — Joule capabilities and architecture, Joule in S/4HANA Cloud, Joule in SuccessFactors, Joule in Ariba, Joule in BTP, Joule extensibility, natural language transaction execution, or understanding how Joule and SAP Superpowers complement each other.
analytics
Use when working with SAP Analytics Cloud (SAC), embedded analytics in S/4HANA, CDS-based analytical views, KPI modeling, Fiori analytical apps, BW/4HANA, SAP Datasphere, planning models, or BI story design.
pipeline-architect
Designs and implements data pipelines: ETL/ELT, streaming, batch processing, schema migrations, and data warehouse architecture. Covers Kafka, Airflow, dbt, Spark, ClickHouse, BigQuery, Snowflake, Redis Streams, and more. Use this skill when the user asks about data pipelines, ETL jobs, data transformation, streaming…
prompt-forge
Engineers and optimizes prompts for LLMs: system prompts, few-shot examples, chain-of-thought structures, agent personas, and evaluation frameworks. Use this skill when the user wants to write or improve a system prompt, design few-shot examples, create an agent persona, optimize prompt performance, set up prompt…
ai-prompting-patterns
Use this skill when designing how an AI agent should communicate with developers — intent clarification, progress reporting, ambiguity handling, confirmation before irreversible actions, error communication, self-correction, task tracking, and plan mode. Also use when building agent UX or defining agent behavior…