SAP HANA Database Standards

SkillDatabases & data

Apply SAP HANA database standards for SQL parameterization, in-memory engine optimization, dynamic IN query chunking, column aliasing on joins, and datatype casting. Use when writing SQL for SAP HANA, optimizing HANA queries, or diagnosing HANA driver errors.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the SAP HANA Database Standards skill

What this skill tells your AI

The instructions your AI receives, as published by hoangnguyen0403/agent-skills-standard in skills/database/database-hana/SKILL.md and read by ahel’s review.

Priority: P0 (CRITICAL)

Rules

  • Strict Parameterization: Always use ? parameter placeholders for SAP HANA queries. Never use raw string concatenation, fmt.Sprintf, or untrusted interpolation for values.
  • Batching & Chunking Limits: Chunk large IN (...) parameter lists into batches of at most 1,000 items to avoid HANA driver and engine parameter limits.
  • Explicit Column Aliasing: Always explicitly alias columns in multi-table queries (e.g. m.code AS code, m.name AS name). SAP HANA and Go database drivers map scan columns by name; duplicate column names across joins silently collide or overwrite values. Never use SELECT *.
  • HANA Datatype Casting Gotchas: SAP HANA functions (such as COALESCE, SUBSTR, CONCAT) require strictly compatible parameter types. Explicitly cast values when comparing or falling back (e.g. COALESCE(col, 'default'), TO_VARCHAR(...), CAST(? AS NVARCHAR)).
  • Identifier Case-Sensitivity: Unquoted SQL identifiers in SAP HANA default to UPPERCASE. Quoted identifiers ("columnName") preserve case. Keep identifiers consistent with schema conventions.
  • Keyset & Streaming Pagination: Avoid deep LIMIT/OFFSET on large columnar tables. Prefer keyset/seek pagination (WHERE id > ? ORDER BY id ASC LIMIT ?) and stream large result sets using rows.Next() directly into models to prevent memory spikes.
  • Transaction Scope: Keep transactions short and focused on atomic write operations. Never perform slow external I/O or unbounded operations inside an open transaction. Always pair with defer tx.Rollback().

Verify

  • Query uses ? placeholders for all user-supplied or dynamic values.
  • Large IN (...) queries chunk parameters into batches of ≤ 1,000 items.
  • All joined queries use explicit, distinct column aliases without SELECT *.
  • Built-in functions (COALESCE, SUBSTR) use matching datatypes or explicit CAST/TO_VARCHAR.
  • Pagination enforces strict LIMIT caps and stable ORDER BY.
  • Transactions are scoped to write paths with defer tx.Rollback().

Anti-Patterns

  • No SQL String Concatenation: Never build dynamic WHERE clauses by concatenating unescaped strings. Build parameterized placeholder slices.
  • No Unbounded IN Clauses: Passing thousands of IDs in a single IN (?, ?, ...) clause triggers HANA driver buffer overflow or query parsing degradation.
  • No SELECT * on Joins: Scanning duplicate column names across joined tables leads to silent bugs where one table's ID overwrites another.
  • No Incompatible COALESCE Arguments: Providing mismatched types (e.g. integer column with string fallback) causes runtime HANA inconsistent datatype errors.
  • No Heavy Reads Inside Transactions: Do not perform long calculation view aggregations or external network calls while holding an open transaction lock.

References

Signals

GitHub stars
565
Forks
163
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
database-hana
Source
github.com/hoangnguyen0403/agent-skills-standard