sap-sac-story-review

sap-sac-story-review is a command for Claude Code from BoxLogoDev/sapstack. It costs 22 tokens per session (452 once invoked), scanned A, original, MIT.

A review command for SAP Analytics Cloud stories, which are interactive reports and dashboards connected to business data.

In plain words
What is it for?
Use it before releasing a story or when diagnosing a slow or problematic dashboard, producing findings, action items, performance results, and security notes.
Why use it?
It checks whether the dashboard’s data connections, calculations, design, speed, permissions, and accessibility are reliable.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it before releasing a story or when diagnosing a slow or problematic dashboard, producing findings, action items, performance results, and security notes.

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Install with agentmods
npx agentmods add commands/boxlogodev/sapstack/sap-sac-story-review
Install

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.

Clone the repo
git clone --depth 1 https://github.com/BoxLogoDev/sapstack

Made for: Claude Code.

Wrote 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.

agentmods badge for sap-sac-story-review

README.md
[![agentmods](https://agentmods.dev/badge/commands/boxlogodev/sapstack/sap-sac-story-review.svg)](https://agentmods.dev/commands/boxlogodev/sapstack/sap-sac-story-review)
Your own site
<a href="https://agentmods.dev/commands/boxlogodev/sapstack/sap-sac-story-review"><img src="https://agentmods.dev/badge/commands/boxlogodev/sapstack/sap-sac-story-review.svg" alt="Measured on agentmods" height="20"></a>
Per session 22 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 452 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.00452
Opus 5 $0.00011 $0.00226
Sonnet 5 $0.00004 $0.00090
Haiku 4.5 $0.00002 $0.00045

Measured 8d ago against content hash 9fd3127c4d0d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

sap-sac-story-review 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 8d 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.

commands/sap-sac-story-review.md · 68 lines

What it actually says

/sap-sac-story-review — SAC Story 종합 리뷰

사용 시점

  • 신규 Story 출시 전 마지막 검토
  • 임원 대시보드 품질 검증
  • 성능 슬로우 신고 진단
  • 접근성·보안 감사

체크리스트

1. 연결 (Connection)

  • Live vs Import 선택 적절?
  • 데이터 소스 매핑 정확?
  • 인증 정상 (Cloud Connector / BTP destination)?

2. 모델 (Model)

  • Dimension hierarchy 정합?
  • Measure aggregation 정확?
  • Currency/Unit 변환 설정?
  • Fiscal Year Variant 일치?

3. Story 디자인

  • 임원/사용자 페르소나 명확?
  • KPI 정의 명확?
  • Drill-down hierarchy?
  • Filter 일관성 (Story-level vs Page-level)?
  • Color scheme 표준?

4. 성능

  • Story-level filter 활용 (visible measures 축소)?
  • CDS view 최적화 (인덱스)?
  • Live BW: 쿼리 성능 측정?
  • Story 첫 로드 < 5초?

5. 접근성·보안

  • Sharing 권한 적절?
  • 민감 데이터 마스킹?
  • Mobile responsive (필요시)?
  • Color contrast WCAG?

Output

### Story Review Summary
- 강점: ...
- 개선: ...

### Action Items
1. [Critical/High/Medium]: ...

### Performance Score
- 첫 로드: X초 (목표 <5초)
- Refresh: Y초

### Security
- 권한 매트릭스: ...

참조

  • plugins/sap-sac/skills/sap-sac/SKILL.md
  • agents/sap-sac-consultant.md
Changes

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.

  1. 8d ago First seen · 68 lines · 22 tokens per session scan A 9fd3127c4d0d

Subscribe to this mod's changes

sap-sac-story-review is a command published in the GitHub repository BoxLogoDev/sapstack (18 stars, last pushed 8d ago), licensed MIT. It adds 22 tokens to every session and 452 once invoked, about $0.0001 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.