Agent Skillsginlix-ai/LangAlpha › check-deck

check-deck

GitHub

针对投行演示文稿进行全方位质量审查,涵盖数字一致性、数据与叙事对齐、语言润色及格式规范。支持提取内容并生成分级报告,确保专业性与准确性。

skills/check-deck/SKILL.md ginlix-ai/LangAlpha

Trigger Scenarios

检查投资银行演示文稿的质量 验证幻灯片中的数字一致性和数据准确性 审核文档的语言风格和格式规范

Install

npx skills add ginlix-ai/LangAlpha --skill check-deck -g -y
More Options

Use without installing

npx skills use ginlix-ai/LangAlpha@check-deck

指定 Agent (Claude Code)

npx skills add ginlix-ai/LangAlpha --skill check-deck -a claude-code -g -y

安装 repo 全部 skill

npx skills add ginlix-ai/LangAlpha --all -g -y

预览 repo 内 skill

npx skills add ginlix-ai/LangAlpha --list

SKILL.md

Frontmatter
{
    "name": "check-deck",
    "license": "Derived from anthropics\/financial-services-plugins (Apache-2.0). Modified for langalpha.",
    "description": "Investment deck QC: number consistency, data-narrative alignment, IB language, formatting audit"
}

IB Deck Checker

Perform comprehensive QC on investment banking presentations across four dimensions.

Prerequisites

Extract presentation content before checking:

python -m markitdown presentation.pptx > content.md

For visual inspection, convert to images using the pptx skill workflow.

Check Workflow

1. Number Consistency

Extract numbers with slide references:

python scripts/extract_numbers.py content.md --check

Verify:

  • Key metrics match across all slides (revenue, EBITDA, multiples)
  • Calculations are correct (totals, percentages, growth rates)
  • Units consistent (same scale used: millions vs billions, % vs bps)
  • Unit formatting consistent (e.g., $M vs $MM, $B vs $Bn - pick one style throughout)
  • Time periods aligned (FY vs LTM vs quarterly)

Flag pattern:

ISSUE: Revenue mismatch
- $500M on Slides 3, 8
- $485M on Slide 15 (DCF input)
ACTION: Reconcile figures

2. Data-Narrative Alignment

Map claims to supporting data:

  • Trend statements → chart directions
  • Market position claims → revenue/share data
  • Factual assertions → verify accuracy

Flag contradictions:

ISSUE: Narrative contradicts data
- Slide 4: "declining margins"
- Slide 7 chart: margins 18% → 22%
ACTION: Update narrative or verify data

Check plausibility (e.g., "#1 player in $100B market" with $200M revenue = 0.2% share).

3. Language Polish

Scan for:

  • Casual phrasing ("pretty good", "a lot of")
  • Vague quantifiers without specifics
  • Contractions, exclamation points
  • Inconsistent terminology

See references/ib-terminology.md for replacement patterns.

Flag pattern:

ISSUE: Casual language (Slide 12)
- "This deal is a no-brainer"
→ "The transaction presents a compelling value proposition"

4. Formatting QC

Audit each slide for:

  • Charts: Source citations, axis labels, legends
  • Typography: Consistent fonts, size hierarchy
  • Numbers: Consistent formatting (1,000 vs 1K)
  • Dates: Consistent format throughout
  • Footnotes: Proper sourcing and disclaimers

Output

Present findings using the template in references/report-format.md.

Categorize by severity:

  • Critical: Number mismatches, factual errors
  • Important: Language, narrative alignment
  • Minor: Formatting inconsistencies

Version History

  • b544c1b Current 2026-07-05 09:23

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Metadata

Files
0
Version
7bd1138
Hash
2482090e
Indexed
2026-07-05 09:23

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