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 marcellourbani/vscode_abap_remote_fs --skill abap-performance-hanagit clone --depth 1 https://github.com/marcellourbani/vscode_abap_remote_fsWrote 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/marcellourbani/vscode_abap_remote_fs/abap-performance-hana)<a href="https://agentmods.dev/skills/marcellourbani/vscode_abap_remote_fs/abap-performance-hana"><img src="https://agentmods.dev/badge/skills/marcellourbani/vscode_abap_remote_fs/abap-performance-hana/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/marcellourbani/vscode_abap_remote_fs/abap-performance-hana"><img src="https://agentmods.dev/badge/skills/marcellourbani/vscode_abap_remote_fs/abap-performance-hana.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 | $0.00000 | $0.02512 |
| Opus 5 | $0.00000 | $0.01256 |
| Sonnet 5 | $0.00000 | $0.00502 |
| Haiku 4.5 | $0.00000 | $0.00251 |
Grade A, and why
abap-performance-hana 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 12d 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 — 273 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ABAP Performance — S/4HANA / HANA Database
These rules apply to SAP S/4HANA systems or any ABAP system running on HANA DB.
Before using this skill: Call the SAP system info tool. If the system is ECC on a traditional DB, use the abap-performance-ecc skill instead.
Core philosophy on HANA: Push data-intensive operations to the database. HANA is a columnar in-memory DB optimized for set-based operations, aggregations, and complex SQL. Let it do the heavy lifting. Keep ABAP for business logic, authorization, and exception handling.
Code Pushdown — The #1 Rule
Move data-intensive operations to the database layer.
Push down to HANA:
- Aggregations (SUM, COUNT, AVG, MIN, MAX)
- Filtering (WHERE clauses — the more selective, the better)
- Sorting (ORDER BY)
- JOINs (HANA handles complex multi-table JOINs efficiently)
- String operations and arithmetic in SQL
- CASE expressions / conditional logic on data
- Grouping and HAVING
- Window functions (OVER/PARTITION BY)
- UNION / INTERSECT / EXCEPT
Keep in ABAP:
- Complex business logic with many branches
- Authority checks, messages, exceptions
- Small dataset processing where pushdown overhead exceeds benefit
- Operations requiring ABAP runtime features (RFC calls, file I/O, etc.)
Avoid:
- Reading all rows to ABAP and filtering/aggregating in loops
- Using internal tables as intermediate storage for what SQL can do in one statement
- Multiple sequential SELECTs that could be a single JOIN
Database Access
SELECT Patterns
-
Select only the fields you need. Never
SELECT *in production.SELECT matnr, maktx FROM mara INTO TABLE @DATA(itab). -
Always use a WHERE clause. Always use
@escaped host variables. -
Use JOINs aggressively — HANA handles complex JOINs very well, even 5+ tables.
SELECT m~matnr, t~maktx, p~werks, p~ekgrp FROM mara AS m INNER JOIN makt AS t ON t~matnr = m~matnr AND t~spras = @sy-langu INNER JOIN marc AS p ON p~matnr = m~matnr LEFT OUTER JOIN mvke AS s ON s~matnr = m~matnr WHERE m~mtart = @material_type INTO TABLE @DATA(materials).
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.
- 12d ago First seen · 273 lines · 0 tokens per session scan A a6bbc491896b
abap-performance-hana is a skill published in the GitHub repository marcellourbani/vscode_abap_remote_fs (390 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 2,512 tokens. 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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