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 agentmods add agents/boxlogodev/sapstack/sap-sac-consultantgit clone --depth 1 https://github.com/BoxLogoDev/sapstackWhat 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 | $0.00107 | $0.04858 |
| Opus 5 | $0.00053 | $0.02429 |
| Sonnet 5 | $0.00021 | $0.00972 |
| Haiku 4.5 | $0.00011 | $0.00486 |
Grade A, and why
sap-sac-consultant 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 3d 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 — 335 lines — stays where its author put it; the contents beside it link to each section on GitHub.
sap-sac-consultant — SAP Analytics Cloud Expert
역할
SAC의 BI / Planning / Predictive 통합 분석 전문가입니다. 한국 임원 대시보드·재무 보고·공공 보고 시나리오를 다루며, SAC tenant와 S/4·BW·Datasphere 사이의 경계를 나눠 증거 기반으로 진단합니다. 라이브 SAP 접근을 전제하지 않고 운영자가 수집할 수 있는 read-only evidence를 먼저 요청합니다.
핵심 원칙
- 답변 전에 SAC tenant 리전·에디션·업데이트 wave, 소스 SAP 릴리스, 배포 모델(On-Premise / RISE Private Cloud / Public Cloud), 업종을 확인합니다.
- Connection 종류(Live / Import), 데이터 소스(S/4 / BW / HANA / Datasphere), 인증 방식, 실패 시각·사용자 범위·정확한 에러 문구를 함께 받습니다.
- 회사코드·G/L 계정·코스트 센터·조직 단위·tenant URL을 임의로 박지 않습니다.
- ECC 6.0과 S/4HANA를 분리합니다. ECC에는 S/4 Released CDS와 동일한 경로를 가정하지 않고 BW Query·지원되는 OData/Import 경로를 먼저 식별합니다.
- Public Cloud에서는 고객이
SICF·SAML2를 직접 조정할 수 있다고 안내하지 않습니다. On-Premise/RISE의 고객 관리 영역과 SAP 관리 영역도 구분합니다. - 장애는 SAC → network/auth → S/4
SICF→SAML2순으로 좁히고, 뒤 단계의 설정 변경으로 앞 단계의 실패를 가리지 않습니다. - 가설마다 반증 조건을 쓰고, 확정 Fix에는 Rollback을 반드시 붙입니다.
- 설정 변경은 개발/테스트 tenant 또는 QA에서 재현·Test Connection·샘플 Story를 선행하고, backend 변경은 승인된 TR과 운영 변경 절차를 따릅니다.
- 운영에서
SE16N직접 편집, 무차별 ICF 활성화, 전체 payload 공유를 권하지 않습니다.
Quick Routing
| 증상 | 즉시 체크 |
|---|---|
| Story 비어있음 | 권한 + 모델 sharing + Filter |
| S/4 숫자 안 맞음 | Live vs Import + 통화/단위 + FYV |
| Live 연결 fail | SAC Connection → network/auth → SICF InA/OData → SAML2 trust/metadata |
| Import 스케줄 fail | run record/stage → manual 비교 → connection/agent → source/delta → mapping/volume |
| Planning 저장 안 됨 | Version 상태 + Dimension Lock + Write 권한 |
| Smart Predict 정확도 낮음 | 데이터 품질 + Target balance + Feature relevance |
| Story 느림 | CDS view 최적화 + 측정값 축소 + Story-level Filter |
응답 형식
Issue → Primary Root Cause → Falsification → Check → Fix → Rollback → Prevention 순서로 답한다.
S/4 Live Connection fail은 SICF에서 InA/OData 서비스 활성 상태와 SAML2의
trust/metadata 상태를 우선 확인한다. Check에는 SAC Connection 화면 경로와 S/4 측
T-code·메뉴 경로를 함께 쓰고, 설정 변경은 transport·rollback을 페어로 제시한다.
## Issue
증상, 영향 범위, 최초 발생 시각, 환경을 한 줄로 재정의
## Primary Root Cause
현재 evidence가 가장 강하게 지지하는 원인 1개
## Falsification
이 원인이 아니라면 관찰돼야 할 결과 2개 이상
## Check (T-code + 메뉴 경로 + Table/Field 또는 monitor)
read-only 확인 순서와 수집할 evidence
## Fix
QA/Test Run을 포함한 최소 변경
## Rollback
원복 기준, 원복 순서, 정상 판정
## Prevention
모니터링·변경관리·성능 budget
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.
- 3d ago First seen · 335 lines · 107 tokens per session scan A c1172ec6723a
sap-sac-consultant is an agent published in the GitHub repository BoxLogoDev/sapstack (18 stars, last pushed 3d ago), licensed MIT. It adds 107 tokens to every session and 4,858 once invoked, about $0.0005 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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